This paper presents a learning theory pertinent to dynamic decision making (DDM) called instancebased learning theory (IBLT). IBLT proposes five learning mechanisms in the context of a decision‐making process: instance‐based knowledge, recognition‐based retrieval, adaptive strategies, necessity‐based choice, and feedback updates. IBLT suggests in DDM people learn with the accumulation and refinement of instances, containing the decision‐making situation, action, and utility of decisions. As decision makers interact with a dynamic task, they recognize (...) a situation according to its similarity to past instances, adapt their judgment strategies from heuristic‐based to instance‐based, and refine the accumulated knowledge according to feedback on the result of their actions. The IBLT's learning mechanisms have been implemented in an ACT‐R cognitive model. Through a series of experiments, this paper shows how the IBLT's learning mechanisms closely approximate the relative trend magnitude and performance of human data. Although the cognitive model is bounded within the context of a dynamic task, the IBLT is a general theory of decision making applicable to other dynamic environments. (shrink)

In this article, we examine the advantages of simple metacognitive capabilities in a repeated social dilemma. Two types of metacognitive agent were developed and compared with a non-metacognitive agent and two fixed-strategy agents. The first type of metacognitive agent takes the perspective of the opponent to anticipate the opponent's future actions and respond accordingly. The other metacognitive agent predicts the opponent's next move based on the previous moves of the agent and the opponent. The modeler agent achieves better individual (...) outcomes than a non-metacognitive agent and is more successful at encouraging cooperation. The opponent-perspective agent, by contrast, fails to achieve these outcomes because it lacks important information about the opponent. These simple agents provide insights regarding modeling of metacognition in more complex tasks. (shrink)

A major challenge for research in artificial intelligence is to develop systems that can infer the goals, beliefs, and intentions of others (i.e., systems that have theory of mind, ToM). In this research, we propose a cognitive ToM framework that uses a well-known theory of decisions from experience to construct a computational representation of ToM. Instance-based learning theory (IBLT) is used to construct a cognitive model that generates ToM from the observation of other agents' (...) behavior. The IBL model of the observer distinguishes itself from previous models of ToM that make unreasonable assumptions about human cognition, are hand-crafted for particular settings, complex, or unable to explain a cognitive development of ToM compared to human's ToM. The IBL model learns from the observation of goal-directed agents' behavior in a gridworld navigation task, and it infers and predicts the behaviors of the agents in new gridworlds across different degrees of decision complexity in similar ways to the way human observers do. We provide evidence for the alignment of the IBL observer's predictions under various levels of decision complexity. We also advance the demonstration of the IBL predictions using a classic test of false beliefs (the Sally–Anne test), which is commonly used to test ToM in humans. We discuss our results and the potential of the IBL observer model to improve human–machine interactions. (shrink)

This work is an initial step toward developing a cognitive theory of cyber deception. While widely studied, the psychology of deception has largely focused on physical cues of deception. Given that present‐day communication among humans is largely electronic, we focus on the cyber domain where physical cues are unavailable and for which there is less psychological research. To improve cyber defense, researchers have used signaling theory to extended algorithms developed for the optimal allocation of limited defense resources by (...) using deceptive signals to trick the human mind. However, the algorithms are designed to protect against adversaries that make perfectly rational decisions. In behavioral experiments using an abstract cybersecurity game (i.e., Insider Attack Game), we examined human decision‐making when paired against the defense algorithm. We developed an instance‐based learning (IBL) model of an attacker using the Adaptive Control of Thought‐Rational (ACT‐R) cognitive architecture to investigate how humans make decisions under deception in cyber‐attack scenarios. Our results show that the defense algorithm is more effective at reducing the probability of attack and protecting assets when using deceptive signaling, compared to no signaling, but is less effective than predicted against a perfectly rational adversary. Also, the IBL model replicates human attack decisions accurately. The IBL model shows how human decisions arise from experience, and how memory retrieval dynamics can give rise to cognitive biases, such as confirmation bias. The implications of these findings are discussed in the perspective of informing theories of deception and designing more effective signaling schemes that consider human bounded rationality. (shrink)

BackgroundMachine learning-based clinical decision support systems (ML_CDSS) are increasingly employed in various sectors of health care aiming at supporting clinicians’ practice by matching the characteristics of individual patients with a computerised clinical knowledge base. Some studies even indicate that ML_CDSS may surpass physicians’ competencies regarding specific isolated tasks. From an ethical perspective, however, the usage of ML_CDSS in medical practice touches on a range of fundamental normative issues. This article aims to add to the ethical discussion by using (...) professionalisation theory as an analytical lens for investigating how medical action at the micro level and the physician–patient relationship might be affected by the employment of ML_CDSS.Main textProfessionalisation theory, as a distinct sociological framework, provides an elaborated account of what constitutes client-related professional action, such as medical action, at its core and why it is more than pure expertise-based action. Professionalisation theory is introduced by presenting five general structural features of professionalised medical practice: (i) the patient has a concern; (ii) the physician deals with the patient’s concern; (iii) s/he gives assistance without patronising; (iv) s/he regards the patient in a holistic manner without building up a private relationship; and (v) s/he applies her/his general expertise to the particularities of the individual case. Each of these five key aspects are then analysed regarding the usage of ML_CDSS, thereby integrating the perspectives of professionalisation theory and medical ethics.ConclusionsUsing ML_CDSS in medical practice requires the physician to pay special attention to those facts of the individual case that cannot be comprehensively considered by ML_CDSS, for example, the patient’s personality, life situation or cultural background. Moreover, the more routinized the use of ML_CDSS becomes in clinical practice, the more that physicians need to focus on the patient’s concern and strengthen patient autonomy, for instance, by adequately integrating digital decision support in shared decision-making. (shrink)

Some of the required characteristics for a true machine theory of mind (MToM) include the ability to (1) reproduce the full diversity of human thought and behavior, (2) develop a personalized model of an individual with very limited data, and (3) provide an explanation for behavioral predictions grounded in the cognitive processes of the individual. We propose that a certain class of cognitive models provide an approach that is well suited to meeting those requirements. Being grounded in a mechanistic (...) framework like a cognitive architecture such as ACT-R naturally fulfills the third requirement by mapping behavior to cognitive mechanisms. Exploiting a modeling paradigm such as instance-based learning accounts for the first requirement by reflecting variations in individual experience into a diversity of behavior. Mechanisms such as knowledge tracing and model tracing allow a specific run of the cognitive model to be aligned with a given individual behavior trace, fulfilling the second requirement. We illustrate these principles with a cognitive model of decision-making in a search and rescue task in the Minecraft simulation environment. We demonstrate that cognitive models personalized to individual human players can provide the MToM capability to optimize artificial intelligence agents by diagnosing the underlying causes of observed human behavior, projecting the future effects of potential interventions, and managing the adaptive process of shaping human behavior. Examples of the inputs provided by such analytic cognitive agents include predictions of cognitive load, probability of error, estimates of player self-efficacy, and trust calibration. Finally, we discuss implications for future research and applications to collective human–machine intelligence. (shrink)

We analyze the dynamics of repeated interaction of two players in the Prisoner's Dilemma under various levels of interdependency information and propose an instance-based learning cognitive model to explain how cooperation emerges over time. Six hypotheses are tested regarding how a player accounts for an opponent's outcomes: the selfish hypothesis suggests ignoring information about the opponent and utilizing only the player's own outcomes; the extreme fairness hypothesis weighs the player's own and the opponent's outcomes equally; the moderate (...) fairness hypothesis weighs the opponent's outcomes less than the player's own outcomes to various extents; the linear increasing hypothesis increasingly weighs the opponent's outcomes at a constant rate with repeated interactions; the hyperbolic discounting hypothesis increasingly and nonlinearly weighs the opponent's outcomes over time; and the dynamic expectations hypothesis dynamically adjusts the weight a player gives to the opponent's outcomes, according to the gap between the expected and the actual outcomes in each interaction. When players lack explicit feedback about their opponent's choices and outcomes, results are consistent with the selfish hypothesis; however, when this information is made explicit, the best predictions result from the dynamic expectations hypothesis. (shrink)

Prior research in judgment and decision making (JDM) has investigated the effect of problem framing on human preferences. Furthermore, research in JDM documented the absence of such reversal of preferences when making decisions from experience. However, little is known about the effect of context on preferences under the combined influence of problem framing and problem format. Also, little is known about how cognitive models would account for human choices in different problem frames and types (general/specific) in the experience format. One (...) of the primary objectives of this research is to investigate the presence of preference reversals under the influence of problem framing (gain/loss), problem format (experience/description), and problem type (general/specific). Another objective of this research is to develop cognitive models to account for human choices across different problem frames and types in the experience format. A total of 320 participants from India were randomly assigned to one of eight between-subjects conditions that differed in problem frame, format, and type. Results revealed preference reversals in the description condition; however, they were absent in the experience condition. Moreover, preference reversals were less pronounced in the general problem framing compared to the specific problem framing. Furthermore, specific problems influenced risk-seeking behavior among participants. We developed cognitive and heuristics models using instance-based learning theory and natural mean heuristic. Results reveal models’ dependency on recent and frequent observations during information sampling. These experience-based cognitive models could help build artificial intelligence models with fewer preference reversals. (shrink)

Cognitive models that represent individuals provide many benefits for understanding the full range of human behavior. One way in which individual differences emerge is through differences in knowledge. In dynamic situations, where decisions are made from experience, models built upon a theory of experiential choice (instance-based learning theory; IBLT) can provide accurate predictions of individual human learning and adaptivity to changing environments. Here, we demonstrate how an instance-based learning (IBL) cognitive model, (...) implemented in a cognitive architecture (Adaptive Control of Thought–Rational), can be used to model an individual's decisions in a cybersecurity defense task, accounting for both population average and individual variances. The same IBL model structure with identical architectural parameters generates the full range of human behavior through stochastic memory retrieval processes operating over and contributing to unique experiences. Recurrence quantification analyses allow us to look beyond average behavior between and within individuals to sequential patterns of trial-to-trial behavior. We show how model-tracing and knowledge-tracing techniques can be used to align the model to an individual in real time to drive adaptive and personalized signaling algorithms for a cybersecurity defense system. We also present a method for introspecting into the cognitive model to gain further insight into the cognitive salience of features factored into individual decisions. The combination of techniques provides a blueprint for personalized modeling of individuals. We discuss the results and implications of this adaptive and personalized method for cybersecurity defense and more generally for intelligent artifacts tailored to individual differences in domains such as human–machine teaming. (shrink)

Topics in Cognitive Science, Volume 14, Issue 1, Page 14-30, January 2022.

Recently, many universities apply mobile tools to teaching practices. For instance, some teachers may set up groups on mobile social apps and assign course tasks and advise college students to submit papers online. Nevertheless, how these mobile social apps affect teaching practices, especially the process of students’ satisfaction needs to be further explored. To fill this research gap, we build a theoretical model of how mobile social apps’ functions affect course satisfaction from the perspective of Media Richness theory (...) and the Uses and Gratifications theory. A total of 186 valid questionnaires from college students in China were collected, and a structural equation model was built to test our research model. The results show that as: only the communication function has positive impacts on knowledge sharing, while the impact of the information storing function and information distribution function on knowledge sharing is not significant; knowledge sharing does not affect course satisfaction in a direct way, but it can act indirectly through promoting collaborative learning, which shows the mediating role of collaborative learning. The theoretical implications and practical implications of the study are discussed. (shrink)

Artificial Intelligence (AI) powered machines are increasingly mediating our work and many of our managerial, economic, and cultural interactions. While technology enhances individual capability in many ways, how do we know that the sociotechnical system as a whole, consisting of a complex web of hundreds of human–machine interactions, is exhibiting collective intelligence? Research on human–machine interactions has been conducted within different disciplinary silos, resulting in social science models that underestimate technology and vice versa. Bringing together these different perspectives and methods (...) at this juncture is critical. To truly advance our understanding of this important and quickly evolving area, we need vehicles to help research connect across disciplinary boundaries.This paper advocates for establishing an interdisciplinary research domain—Collective Human-Machine Intelligence (COHUMAIN). It outlines a research agenda for a holistic approach to designing and developing the dynamics of sociotechnical systems. In illustrating the kind of approach, we envision in this domain, we describe recent work on a sociocognitive architecture, the transactive systems model of collective intelligence, that articulates the critical processes underlying the emergence and maintenance of collective intelligence and extend it to human–AI systems. We connect this with synergistic work on a compatible cognitive architecture, instance-based learning theory and apply it to the design of AI agents that collaborate with humans. We present this work as a call to researchers working on related questions to not only engage with our proposal but also develop their own sociocognitive architectures and unlock the real potential of human–machine intelligence. (shrink)

In this response, we provide further clarification of the propositional approach to human associative learning. We explain why the empirical evidence favors the propositional approach over a dual-system approach and how the propositional approach is compatible with evolution and neuroscience. Finally, we point out aspects of the propositional approach that need further development and challenge proponents of dual-system models to specify the systems more clearly so that these models can be tested.

The design, implementation, and outcome of game-based learning for learners with disabilities have not been sufficiently examined systematically. Particularly, learner-based and contextual factors, as well as the essential roles played by various stakeholders, have not been addressed when game-based learning applications are used in special education. Therefore, a systematic literature review using the Activity Theory was conducted to analyse studies about game-based learning for learners with disabilities. Content analysis of 96 studies reported (...) relevant information with respect to each activity component— subject, technology, object, rules, community, division of labour and outcome. Furthermore, this study identified existing gaps from the reviewed studies, including occasional lack of parental engagement, difficulty of standardising performance measures due to the heterogeneity of learner profiles and contradictions. Finally, recommendations were made under each activity component. The study concluded that both general and domain-specific guidelines should be created for each disability category proposed in this review to assist practitioners who wish to use game-based learning with learners with disabilities. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Taoism, Teaching, and Learning: A Nature-Based Approach to Education by John P. Miller, with Xiang Li and Tian RuanJing Dang (bio)Taoism, Teaching, and Learning: A Nature-Based Approach to Education. By John P. Miller, with Xiang Li and Tian Ruan. Toronto: University of Toronto Press, 2022. Pp. 134, Paperback $29.95, ISBN 978-1-4875-4095-1.John Miller’s Taoism, Teaching, and Learning: A Nature-Based Approach to Education (hereafter (...) Taoism, Teaching, and Learning) develops a nature-based account of modern education grounded in Daoism (or Taoism), a school of thought often misunderstood in the West. Daoism has historically been categorized both as a religion (dao jiao 道教) and as a philosophy (dao jia zhe xue 道家哲學); in many cases the spiritual and mystical side of Daoism impresses itself on the reader at the expense of its scientific and philosophical side--as happened with the European missionaries who first exported Daoism to the West. Yet Daoism, especially in relation to pedagogy, cuts across this philosophical/mystical distinction. Happily, Miller and his students, Xiang Li and Tian Ruan, betray no such tendency to pigeon-hole Daoism into one or the other of these categories. The authors adopt a connected and holistic concept of Daoism, which they use to inform and justify their approach to modern education. As such, in the eight chapters of this book, we can see a natural and sensible connection between a holistic Daoism--spiritual, mystical and philosophical--and modern philosophical and educational theories, including Montessori’s cosmic education, Steiner Education, holistic education, and the pedagogical practices of meditation and mindfulness.Miller’s modus operandi is to apply Daoist concepts to contemporary (especially Western) educational issues, both theoretically and practically. In terms of the Daoist belief in the interconnectedness of all things, Miller questions modern subject divisions. When we divide education into geometry, mathematics and so on, we fragment the natural oneness of knowledge and reality as the Daoists would have it. Instead, Miller advocates faith in nature and looks to curricula that reflect the wholeness of nature, such as “cosmic education” and “holistic education” (Chapters 2 and 6). Through such education “we see the relationship between the physical, intellectual, emotional, and spiritual dimensions of life” (p. 27), and feel the support from the invisible and unproven world.Miller makes excellent use of the Daoist concepts of yin (陰) and yang [End Page 1] (陽), which signify the complementary balance and interplay between opposites. He uses the yinyang paradigm to explore the need for balance in a wide range of interesting and important pedagogical situations; for instance, group collaboration versus individual competition, knowledge versus imagination, intuition versus reason, qualitative versus quantitative, etc. (Chapter 5). He also implements yinyang to unpack the model of creative thinking laid down by Graham Wallace (pp. 66 -70); here, yin and yang are applied to a process within the individual. As we move from confusion to enlightenment, we enact within ourselves a dance between our yin and yang factors.Under the heading “Self-Cultivation” (Chapter 3), Miller attempts to evaluate a number of pedagogical strategies with broad ties to Daoism; namely, “silence,” “contemplation,” “calmness,” “sincerity,” “non-violence and embracing the feminine,” and “humility”. These are informed by Miller’s own personal experience of teaching and applying meditation at the University of Toronto. This provides a useful connection between the spiritual and philosophical dao 道, the mystical and the practical. More generally, these strategies recall Daoist wuwei 無爲 (non-coercive or spontaneous action) and ziran 自然 (spontaneity), which Miller subsequently applies to teaching and mindfulness in Chapter 4 (more on which below).Whereas Miller’s contribution is more theoretical, the two chapters written by his students showcase concrete examples of Daoist pedagogy in the classroom. Li’s chapter (Chapter 1) details a class of high school students learning from nature. Here we find a student club centered around a garden, where the students are allowed to wander in the direction of their interests, rather than imbibing the lessons of the teacher according to a top-down lesson plan. Ruan’s chapter (Chapter 7) looks to the various ways play can be utilized in kindergartens for children’s holistic development, including their social, intellectual, spiritual, physical... (shrink)

Traditional theories of associative learning have found no place for the possibility that the way in which events are perceived might change as a result of experience. Evidence for the reality of perceptual learning has come from those studied by learning theorists. The work reviewed in this book shows that learned changes in perceptual organization can in fact be demonstrated, even in experiments using procedures of the type on which associative theories have been based. These results (...) come from procedures that have been the focus of detailed theoretical and empirical analysis; and from this analysis emerges an outline of the mechanisms responsible. Some of these are themselves associative; others require the addition of nonassociative mechanisms to the traditional theory. The result is an extended version of associative theory which, it is argued, will be relevant not only to the experimental procedures discussed in this book but to the entire range of instances of perceptual learning. (shrink)

Machine learning (ML) has been praised as a tool that can advance science and knowledge in radical ways. However, it is not clear exactly how radical are the novelties that ML generates. In this article, I argue that this question can only be answered contextually, because outputs generated by ML have to be evaluated on the basis of the theory of the science to which ML is applied. In particular, I analyze the problem of novelty of ML outputs (...) in the context of molecular biology. In order to do this, I first clarify the nature of the models generated by ML. Next, I distinguish three ways in which a model can be novel (from the weakest to the strongest). Third, I dissect the way ML algorithms work and generate models in molecular biology and genomics. On these bases, I argue that ML is either a tool to identify instances of knowledge already present and codified, or to generate models that are novel in a weak sense. The notable contribution of ML to scientific discovery in the context of biology is that it can aid humans in overcoming potential bias by exploring more systematically the space of possible hypotheses implied by a theory. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Learning from Art:Cormac McCarthy's Blood Meridian as a Critique of Divine DeterminismDennis Sansom (bio)Art's Critique of PhilosophyWe usually think the critic's role belongs to philosophy. That is, to understand art's essential characteristics and why and how we appreciate art, we need a philosophical explanation. Though our tastes for art are unique and personal, we typically think that to understand art we must first explain it. For example, Plato (...) thought he could explain art as an emotional inspiration for people, at best, or, at worse, a distortion of intelligible truths; therefore, according to Plato, art should be dismissed or censored in a society seeking social justice derived from the idea of justice. Aristotle understood art to be the imitation of nature; as an imitation, it needs clarification according to the purposes of nature, and philosophy clarifies these purposes. In either case, art needs to be critiqued by philosophy. It is customary to hear philosophical critics lecture on art rather than artists lecture on philosophy.But can art critique philosophy? Is it possible for art to provide a scrutiny of philosophy that perhaps a particular philosophy cannot give itself? I think art can provide this critique by using a feature that some philosophers have thought to be art's limitation to clear reasoning—the imagination. Though philosophers like John Dewey recognize the importance and influence of imagination on our moral and aesthetical orientation to the world of experience, typically Thomas Hobbes's view of imagination prevails in the empiricist-leaning philosophers (for instance, David Hume and Bertrand Russell): the imagination is about image recollection and hence necessary for connecting our ideas to empirical experiences. But for this latter approach, the imagination does not inform us about the world; rather it only bridges experience to abstract ideas. What is important, then, is proper understanding. For this approach, the main question is, Can we explain the world based upon our clearest account of the role of understanding? [End Page 1] Whether this account relies upon a psychological model of the brain's workings, a scientific model of successful theory formation, or a logical model reflective of truth relation possibilities, we need philosophy to clarify how we gain knowledge, even in art.Yet, this approach shortchanges analysis. Psychology, empirical science, and logic are not the only ways to analyze an idea. If a philosophy pretends to explain our experience of the world, then the philosophy opens itself to this question: Is the idea worth holding to be true according to our experiences of the world? A philosophical claim may be logically consistent, based upon generalizations of experience, and be coherent with acceptable views of God, the self, or morality, but if we envision the claim lived out within our experience of the world, would we want to accept it? Is it the kind of life we would want? It takes imagination to answer these questions, and the artist through her or his unique technique and representation can test the existential worth of an idea.Hobbes's description of the imagination represents only one way to explain it. Imagination is more than an act of memory and recollection. It is also reconstruction. John Dewey's definition highlights this role: "An imaginative experience is what happens when varied materials of sense quality, emotion, and meaning come together in a union that marks a new birth in the world."1 Imagination is always an interpretation of what the world could look like. It not only mirrors but heightens experience to focus on a certain viewpoint about the possible meaning of life. By doing this, the imagination enables us to explore whether certain ideas are worth keeping. That is, if we could picture living this way, would we want to live it?Because imagination occupies a central role in artistic creativity, art provides a useful means of analyzing philosophical claims about the world. Though a philosopher may be able to present an idea that is logically consistent, clear in its categories of quantity, quality, being, modality, and so on, explicit in all its assumptions, and even "clear and distinct," when the idea is imagined in life situations, it can lose its... (shrink)

This guide accompanies the following articles: Sonia Roca‐Royes, ‘Essentialism vis‐à‐vis Possibilia, Modal Logic, and Necessitism.’Philosophy Compass 6/1 (2011): 54–64. doi: 10.1111/j.1747‐9991.2010.00363.x. Sonia Roca‐Royes, ‘Essential Properties and Individual Essences.’Philosophy Compass 6/1 (2011): 65–77. doi: 10.1111/j.1747‐9991.2010.00364.x. Author’s Introduction Intuitively, George Clooney could lose a finger and he would still be him. Also intuitively, he could not lose his humanity without ceasing to be altogether. So while he could have one less finger, he could not be other than human. These intuitions suggest that (...) there are two kinds of properties: on the one hand, there are essential properties and, on the other, there are accidental properties. Essentialism is the view that captures those intuitions and claims that some of an object’s properties are essential and some are accidental. Essential properties are often appealed to in metaphysical arguments. Consider the famous Goliath–Lumpl example. Goliath is a clay‐statue, and Lumpl is the piece of clay from which Goliath is made. Are Goliath and Lumpl the same entity, or are they distinct, despite coinciding in the same spatial region (at least for a period of time)? An argument in favour of their distinctness appeals to essential properties. Let s be Goliath’s shape. Lumpl’s current shape is therefore also s. It seems that Lumpl could lose its current shape and still exist. Yet, if Goliath – the statue – were melted, for instance, it would cease to exist. Behind this reasoning is the belief that having shape s is essential to Goliath but not to Lumpl. Goliath and Lumpl can therefore be distinguished by their essential properties. Consequently, and by Leibniz’s Indiscernibility of Identicals– according to which identicals cannot be distinguished – Goliath and Lumpl are distinct objects. The essentialist intuition appealed to in this argument is that shapes are essential to statues but not to pieces of clay. Of course, this particular argument – like any other – can be resisted. It is all the same a good illustration of how essentialism is put to work in metaphysics. A good understanding of the broad phenomenon of essentialism is therefore an unavoidable task, since the credit of a lot of metaphysical arguments partially depends on it. Although the topic has been studied for millenniums, the two papers that this guide accompanies are focused on contemporary issues in essentialism, and so will do this guide too. Author Recommends Fine, Kit. ‘Essence and Modality.’Philosophical Perspectives 8 (1994): 1–16. One of the most cited and influential papers against the modal account of the notion of essence and in favour of what has subsequently been referred to in the literature as ‘the Finean account of the notion of essence’. Forbes, Graeme. The Metaphysics of Modality. Oxford: Clarendon Press, 1985. A foundational work in modality and essentialism. The first two chapters provide a valuable introduction to propositional and first order modal logic. Chapters 5–8 constitute a comprehensive essentialist theory and contain some of the most cited arguments for individual essences. Kripke, Saul. Naming and Necessity, Cambridge, MA: Harvard UP, 1972/1980. Another foundational work. With this book – which is, among other things, a defence of a Direct Theory of Reference – Kripke rescues, after Quine’s powerful attacks against it, and using the semantic rigidity of proper names, (Aristotelian) essentialism. Mackie, Penelope. How Things Might Have Been: Individuals, Kinds and Essential Properties. Oxford: Clarendon Press, 2006. An extremely valuable recent contribution to the field. Here, Mackie defends that, although essentialism is a real phenomenon, there are much fewer essential properties than is standardly believed, and labels this view ‘Minimalist Essentialism’. Beyond the intrinsic interest of the defence of Minimalist Essentialism, the book is also highly recommended for its clear reconstructions – and discussions – of some of the most influential essentialist arguments. In addition, the book’s bibliography is very comprehensive and updated, and it might be a useful resource for students. Plantinga, Alvin. The Nature of Necessity. Oxford: OUP, 1974. Yet another foundational work. Here, Plantinga offers his essentialist theory which, like Forbes’, also incorporates individual essences although of a very different sort from Forbes’. Plantinga believes in purely non‐qualitative individual essences, whereas Forbes’ aims at purely qualitative ones. The book is also excellent to provide a solid background to those unfamiliar with the topic. Roca‐Royes. ‘Essentialism vis‐à‐vis Possibilia, Modal Logic and Necessitism.’Philosophy Compass, 6/1 (2011): 54–64, doi: 10.1111/j.1747‐9991.2010.00363.x. This is one of the two papers this guide accompanies. It contains a comparative examination of two opposed responses to the problem of possibilia. One solution crucially appeals to individual essences and another – compatible with them, but not dependent on them – makes existence a necessary‐whenever‐possible property. Salmon, Nathan. Reference and Essence. Princeton: Princeton UP, 1981. Against what Kripke’s Naming and Necessity might have induced us to believe, Salmon’s Reference and Essence argues that essentialism cannot be derived from the Direct Theory of Reference. Our commitments to essentialism should therefore come from somewhere else. It also contains one of the most cited and influential arguments against the transitivity of the accessibility relation between worlds, which relies on flexible essential properties. Online Materials The Stanford Encyclopedia of Philosophy publishes extremely valuable entries on a vast variety of topics which are conveniently updated and revised. On essentialism, the following are to be highlighted: Teresa Robertson, ‘Essential vs. Accidental Properties’: Takashi Yagisawa, ‘Possible Objects’: Penelope Mackie, ‘Transworld Identity’: PhilPapers is an interactive directory of online philosophical publications to which one can subscribe, and which allows authors to submit their latest work. One might find it useful to check this on a regular basis, since contents are constantly updated. The following link is to the site’s resources on essentialism:. Sample Syllabus Because the phenomenon of essentialism is very broad, one can design an entire course on it, thereby having enough time to see some of the issues in considerable depth. The sample syllabus suggested here is of one such course, focusing exclusively on contemporary issues in essentialism. Less deeply, the topic of essentialism can also be introduced in a general course on metaphysics or on modality. To this effect, focusing on some of the topics suggested in weeks 1–6 below would perhaps be more appropriate than focusing on the more complex issues suggested for weeks 7–10. Week 1. Introduction to Essentialism. Two Notions of Essential Property: The Modal Account and the Finean Account Fine, Kit. ‘Essence and Modality.’Philosophical Perspectives 8 (1994): 1–16. Robertson, Teresa. ‘Essential vs. Accidental Properties.’Stanford Encyclopedia of Philosphy (Fall 2008 Edition). Ed. Edward N. Zalta. URL:. Roca‐Royes, Sonia. ‘Essential Properties and Individual Essences.’Philosophy Compass, 6/1 (2011): 65–77. Sections 1–2. Week 2. Essentialist Principles, I: Three Arguments for the Essentiality of Origin Kripke, Saul. Naming and Necessity. Cambridge, MA: Harvard UP, 1972/1980. Lecture III. Mackie, Penelope. ‘Identity, Time and Necessity.’Proceedings for the Aristotelian Society 98 (1998): 59–78. Rohbraugh, Guy and deRosset, Louis. ‘A New Route to the Necessity of Origin.’Mind 133 (2004): 705–25. Week 3. Essentialist Principles, II: Essentiality of Kind Brody, Baruch. ‘Natural Kinds and Real Essences.’Journal of Philosophy 64 (1967): 431–46. Mackie, Penelope. How Things Might Have Been: Individuals, Kinds and Essential Properties. Oxford: Clarendon Press, 2006. Chapters 7 and 8. Wiggins, David. Sameness and Substance Renewed. Cambridge: Cambridge UP, 2001. Chapter 3. Week 4. Essentialist Principles, III: Natural Kind Essentialism Kripke, Saul. ‘Identity and Necessity.’Identity and Individuation, Ed. M. K. Munitz. New York: New York University Press, 1971. 135–64. Kripke, Saul. Naming and Necessity. Cambridge, MA: Harvard UP, 1972/1980. Lecture III. Putnam, Hilary. ‘The Meaning of “Meaning”.’Minnesota Studies in the Philosophy of Science 7 (1975): 215–71. Week 5. Sufficient‐for‐Existence Properties (and Cross‐World Identification Principles) Chisholm, Roderick. ‘Identity through Possible Worlds: Some Questions.’Noûs 1.1 (1967): 1–8. Mackie, Penelope. How Things Might Have Been: Individuals, Kinds and Essential Properties. Oxford: Clarendon Press, 2006. Chapter 3. Salmon, Nathan. Reference and Essence. Princeton: Princeton UP, 1981. Chapter 7. Week 6. Individual Essences Mackie, Penelope. ‘Transworld Identity.’The Stanford Encyclopedia of Philosophy (Fall 2008 Edition). Ed. Edward N. Zalta. URL:. Section 4. Roca‐Royes, Sonia. ‘Essential Properties and Individual Essences.’Philosophy Compass 6/1 (2011): 65–77. Sections 3–4. Week 7. Flexible Essential Properties and S4 Roca‐Royes, Sonia. ‘Essentialism vis‐à‐vis Possibilia, Modal Logic, and Necessitism.’Philosophy Compass 6/1 (2011): 54–64. Section 3. Salmon, Nathan. Reference and Essence. Princeton: Princeton UP, 1981. Appendix 1. Week 8. Individual Essences and Possibilia Peacocke, Christopher. ‘Principles for Possibilia.’Noûs 36.3 (2002): 486–508. Roca‐Royes, Sonia. ‘Essentialism vis‐à‐vis Possibilia, Modal Logic, and Necessitism.’Philosophy Compass 6/1 (2011): 54–64. Section 2. Week 9. Necessitism and Essentialism: A Third Notion of Essential Property Linsky, Bernard and Zalta, Edward. ‘In Defense of the Contingently Nonconcrete.’Philosophical Studies 84 (1996): 283–94. Roca‐Royes, Sonia. ‘Essentialism vis‐à‐vis Possibilia, Modal Logic, and Necessitism.’Philosophy Compass 6/1 (2011): 54–64. Section 5. Williamson, Timothy. ‘Bare Possibilia.’Erkenntnis 48 (1998): 257–73. Week 10. Essentialism and Modal Logic: The Barcan Formula Menzel, Christopher. ‘Actualism.’The Stanford Encyclopedia of Philosophy (Summer 2010 Edition). Ed. Edward N. Zalta. URL:. Section 2. Roca‐Royes, Sonia. ‘Essentialism vis‐à‐vis Possibilia, Modal Logic, and Necessitism.’Philosophy Compass 6/1 (2011): 54–64. Section 4. Focus Questions • There is a debate as to whether essential properties– as well as individual essences and sufficient‐for‐existence properties– should be specified in purely qualitative terms or whether, by contrast, non‐purely qualitative – or even purely non‐qualitative – specifications are allowed. What are the main arguments against the availability of purely qualitative specifications? • Flexible essential properties seem to be more plausible than non‐flexible ones. Yet, together with sufficient‐for‐existence properties, they imply flexible individual essences. How plausible are these? Should we revise our intuitions supporting flexible essential properties? • What are, ultimately, the ontological differences between a necessitist approach to possibilia and an individual‐essences‐based approach? • According to necessitism, essential properties do not impose necessary conditions for an object’s existence. Can the necessitist, nonetheless, capture this role of essential properties by saying that, when it comes to possibly concrete entities, essential properties provide necessary conditions for an object’s concreteness? Can they, on a similar vein, also offer sufficient‐for‐concreteness properties as a surrogate for the (non‐necessitist’s) sufficient‐for‐existence properties? • Even after the enormous amount of literature that essentialism has generated, we are far from reaching a general agreement as to which properties are essential and which are accidental. Should this be a reason to reflect, critically, on the methodology that is being used in the arguments for or against essential properties? Is reliance on intuitions inescapable? (shrink)

Over the past decade, sequence learning has gradually become a central paradigm through which to study implicit learning. In this chapter, we start by briefly summarizing the results obtained with different variants of the sequence learning paradigm. We distinguish three subparadigms in terms of whether the stimulus material is generated either by following a fixed and repeating sequence (e.g., Nissen & Bullemer, 1987), by relying on a complex set of rules from which one can produce several alternative (...) deterministic sequences (e.g., Lewicki, Hill & Bizot, 1988; Stadler, 1989), or by following the output of a probabilistic set of rules such as instantiated by noisy finite-state grammars (Cleeremans & McClelland, 1991; Jiménez, Mendéz & Cleeremans, 1996). Next, we focus on the processes involved in sequence representation and acquisition. We suggest that the sensitivity to the sequential structure observed in the probabilistic subparadigm can only be a result of the acquisition of a representation of the statistical constraints of the material, and that this sensitivity emerges through the operation of mechanisms that are well instantiated by connectionist models such as the Simple Recurrent Network (Elman, 1990; Cleeremans, 1993b). We present new simulation work meant to explore to what extent the model can also account for specific data obtained in a paradigmatic instance of deterministic, rule-based sequence learning task: Lewicki et al. (1988)'s situation. Finally, we report on the results of an experiment that compares learning on otherwise similar deterministic and probabilistic structures, and we show that learning of both types of structures is equivalent only under conditions that maximally hinder explicit acquisition. Taken together, these simulation and experimental data lend support to the claim that implicit learning in all three sequence learning subparadigms can amount to a form of statistical sequence learning. They also suggest that distinguishing among several theories of sequence representation and acquisition may require us to analize the data in great detail. Hopefully, however, some truth can be found in such details.. (shrink)

Traditional methods of teaching professional nursing ethics in the classroom have translated into limited success in clinical practice. Students don’t perceive an integration of ethics education in practical clinical settings, while educators grapple with a lack of perceived ‘excellence of moral character’ in their students when they are taught intellectual virtues and theoretical wisdom in the classroom that they do not see demonstrated in the clinical setting. Also traditionally, emphasis in ethics teaching has tended to focus on the nurse-patient relationship, (...) while less attention has been paid to nursing in a more inter/intra professional or global context. The purpose of using constructivist theory and concept-based learning strategies to teach junior level nursing students ethics was to present implications for nurse educators that will help them foster/improve their student’s critical thinking, and increase their mastery and global integration of the complex abstract concepts associated with professional nursing ethics. (shrink)

Learning from examples is a very effective means of initial cognitive skill acquisition. There is an enormous body of research on the specifics of this learning method. This article presents an instructionally oriented theory of example-based learning that integrates theoretical assumptions and findings from three research areas: learning from worked examples, observational learning, and analogical reasoning. This theory has descriptive and prescriptive elements. The descriptive subtheory deals with (a) the relevance and effectiveness (...) of examples, (b) phases of skill acquisition, and (c) learning processes. The prescriptive subtheory proposes instructional principles that make full exploitation of the potential of example-based learning possible. (shrink)

As a theory of skill acquisition, the instance theory of automatization posits that, after a period of training, algorithm‐based performance is replaced by retrieval‐based performance. This theory has been tested using alphabet‐arithmetic verification tasks (e.g., is A + 4 = E?), in which the equations are necessarily solved by counting at the beginning of practice but can be solved by memory retrieval after practice. A way to infer individuals’ strategies in this task was supposedly (...) provided by the opportunistic‐stopping phenomenon, according to which, if individuals use counting, they can take the opportunity to stop counting when a false equation associated with a letter preceding the true answer has to be verified (e.g., A + 4 = D). In this case, such within‐count equations would be rejected faster than false equations associated with letters following the true answers (e.g., A + 4 = F, i.e., outside‐of‐count equations). Conversely, the absence of opportunistic stopping would be the sign of retrieval. However, through a training experiment involving 19 adults, we show that opportunistic stopping is not a phenomenon that can be observed in the context of an alphabet‐arithmetic verification task. Moreover, we provide an explanation of how and why it was wrongly inferred in the past. These results and conclusions have important implications for learning theories because they demonstrate that a shift from counting to retrieval over training cannot be deduced from verification time differences between outside and within‐count equations in an alphabet‐arithmetic task. (shrink)

As coronavirus disease 2019 swept the world in early 2020, all the Chinese universities and colleges adopted online learning to fulfill the directive saying “classes suspended but learning continues.” Understanding the impact of this large-scale online learning experience on the future online learning intention of Chinese university students can help design better blended-learning activities. This study applies flow experience and theory of planned behavior to construct a theoretical framework for assumption making and the assumptions (...) made are validated by data gained from questionnaires. A total of 6,933 students from 54 institutions in China participated in the investigation, with 5,456 valid questionnaires returned. This study employs partial least squares regression and confirmative factor analysis to analyze and estimate the measurement model and the structural model. The results indicate that the experience of home-based learning significantly influenced the attitudes of Chinese university students, which in turn had a positive influence on their intention to continue online learning. The research findings provide a theoretical framework and practical guidelines on building a scientific online learning platform with appropriate online learning environments and tasks for a post-COVID-19 era blended-learning in Chinese universities. (shrink)

Although learning English as a Foreign Language is needed all over the world nowadays, it is still difficult for some Spanish students to learn it. Considering that teacher’s decisions on the use of methodologies is essential in class, we look at future teachers.In this study we focus on future teachers’ training as a key element to match theory and practice and bring to Foreign Language (FL) classes innovative approaches such as Project Based Learning (PBL). A recent (...) experienced (2021-22) in the Faculty of Education of Málaga has been analysed and important conclusions have been drawn from results obtained. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Response to Paul Woodford, “A Liberal Versus Performance-Based Music Education?”Peter R. WebsterA study of the history of music teaching and learning in North America will likely reveal very few examples of extended and well-argued professional discourse. By "discourse" I mean a continuous expression or exchange of ideas designed to present contrasting views on important issues in the music teaching profession. Often our annual conventions are filled with (...) presentations that address a single perspective in research, pedagogy, or theory. "Special theme" issues of magazines are rarely devoted to contrasting points of view about music teaching and learning. Conferences are organized to promote single views on a subject, often speaking to a partisan audience that expects to be neither challenged to think in a contrary way nor encouraged to develop alternative perspectives.Of course there are some rare and wonderful exceptions. During my course on measurement and assessment in music, I frequently ask my students to read [End Page 208] the exchange in the pages of the Music Educators Journal during the late 1930s between James Mursell and Carl Seashore as they debated approaches to music aptitude testing.1 I recall the great exchange at the 1994 meeting of the Music Educators National Conference between Bennett Reimer and Edwin Gordon on the subject of music learning.2 In past eras, there have been notable "point-counterpoint" exchanges in the pages of the Bulletin of the Council of Research in Music Education,3 as well as interesting perspectives on completed doctoral dissertations that spawned some debate. More recently, contributions in Philosophy of Music Education Review have been notable, particularly given the recent upturn in published work and interest in music education philosophy that this very Symposium exemplifies. The formation of the MayDay group in recent years is no small example of this trend.4 I am sure that I have missed other examples. However, compare these few instances with the millions of pages that are written in our field and the hours of papers presented and conference sessions held and the examples of real discourse pale in comparison to the body of professional exchange.In his paper, especially in the early pages, Paul Woodford makes this point forcefully and effectively. He challenges us to consider just how few examples there are of real discourse within the profession. I enjoyed enormously the case made for liberal education as not defined by the teaching of a canon of great books or art works as an end but as a thoughtful discussion of ideas in light of con-temporary circumstance. The paper reminds us that the idea of criticism in our field need not be a negative concept in this current age of post-modern thought, but a positive mark of a maturing profession.I was sympathetic to Woodford's example of multiculturalism running the risk of becoming an absolutism to be imposed on children. I feel the same way at times about other trends in our field such as the rise of technology as a kind of end-experience or the encouragement of popular music in classrooms simply because it is such a dominant part of children's lives. Each of these aspects of modern music education is worthy of careful debate by intellectuals in our field in much more sophisticated ways then we see today. Woodford would have us believe that this is a major professional failure, and I tend to agree.Not to belabor this point too much, but what about the National Standards? How often do you see an article published in Music Educators Journal that actually takes issue with any aspect of the standards? Where is the national debate about the content, extension, redefinition, refocusing, and development of these standards? Are they so good that they are not the subject of at least some national debate?At core here, for me, is the notion that discourse involving critical comment leads not to a sense of competition for superiority but real understanding of complex [End Page 209] issues. Very little that is worth discussing is black and white, and nearly always there are levels of complex gray. Many of us learn this from our days on the high... (shrink)

If I lose my key in Canada, for instance, and I search for it in the United Kingdom, how long will I take to find it? This paper argues that problems in education are caused by non-professional teachers who are employed when trained teachers move in search of promotion friendly activities or financially rewarding duties. This shift of focus means that policy makers in education act without adequate professional guidance. The problems in education, therefore, result from demands made on (...) mainstream education based on misconceptions about what education can offer. It is argued that the implementation of e-learning in education faces the risk of developing on the basis of unproven theories. This scenario increasingly sees the replacement of formal education activities in institutions of learning with non-formal and informal education practices. Given that the contents and influences of non-formal and informal education are not under the control of the teacher, the experiences that learners bring to education settings are increasingly difficult to manage. The paper proposes that by integrating e-learning in teacher education and rewarding 'good teaching', there is a potential for a successful e-learning revolution in education. (shrink)

This paper advances tentative bases for understanding workplace pedagogic practices. It draws on a series of studies examining learning through everyday work activities and guided learning in the workplace. These studies identified the contributions and limitations of these learning experiences. However, whether referring to the activities and interactions arising through work or intentional guided learning, the quality and likely contributions of these learning experiences are underpinned by workplace participatory practices. These practices comprise the reciprocal process (...) of how workplaces afford participation and how individuals elect to engage with the work practice, termed co-participation. Workplace experiences are not informal. They are a product of the historical-cultural practices and situational factors that constitute the particular work practice, which in turn distributes opportunities for participation to individuals or cohorts of individuals. That is, they shape the conduct of work and learning through these practices. However, how individuals construe what is afforded by the workplace shapes how they elect to engage in that practice and learn. There is no separation between engaging in conscious thought - such as when participating in socially derived activities and interactions - and learning. Learning is conceptualised as an inter-psychological process of participation in social practices such as workplaces. It is not reserved for activities and interactions intentionally organised for learning (e.g. those in educational institutions). Nevertheless, particular kinds of activities are likely to have particular learning consequences, regardless of whether they occur in the workplace or in educational institutions. The significance of co-participation is discussed in terms of the affordance of the workplace and individuals' construction of that affordance and subsequent engagement. Co-participation is proposed as a platform to build an understanding of workplace pedagogic practices. This includes understanding the likely contributions of learning through everyday work activities and the use of intentional workplace learning strategies, such as guided workplace learning (e.g. modelling, coaching, questioning, etc.). Instances of co-participatory practices are illustrated and discussed. Following this, a tentative scheme, founded in socio-historical activity theory, is advanced as a means for describing the requirements for work and bases for participation. The scheme comprises two dimensions: activities and interdependencies. (shrink)

In this article, the authors try to answer the following questions: How can an object/instance seen for the first time extend a category or update a concept? How is it possible to determine the reference of a concept that represents a behaviour? In the first case, the authors discuss the learning of inferential linguistic competence used to update a concept through an approach based on prototype theory. In the second case, the authors discuss the learning (...) of referential linguistic competence used to determine the reference of a concept (i.e., determination of an actual behaviour) through an approach based on embodied cognition. The authors show how combining prototype-based and embodied categorization in Wittgenstein’s rule-following praxis (the individual and community dimension), linguistic learning of a concept (inferential competence), and determination of its reference (referential competence) can be traced back to the same model. Keywords Action, Categorization, Embodied Cognition, Embodiment, Linguistic Inferential Competence, Linguistic Referential Competence, Perception, Prototype Theory, Reference, Sign. (shrink)

This study employs a holistic and indigenous theoretical model called Whare Tapa Rima to examine the project-based learning (PBL) experiences of Asian students in a private training establishment, the W institution, at the tertiary level in New Zealand. The analysis shows that Asian students face challenges in their PBL journey in physical, cultural, interconnected emotional and intellectual, social, and spiritual dimensions. Implications from the research analysis may be considered about how to provide better support and international services to (...) Asian students involved in PBL programs worldwide by adopting the responsive, theory-informed framework of the Whare Tapa Rima Model. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Theory of the Apophantic Judgment According to René GirardDesiderio Parrilla Martínez (bio)introduction: criticism of judgment in rené girardIn his essay "Belief (Cultural Memory in the Present)" ("Credere di credere") Gianni Vattimo stated the conditions of possibility of a "weak and post-metaphysical Christianity" founded in René Girard´s victimary hypothesis.1 According to Vattimo, mimetic theory allows abandoning traditional metaphysics and the classical theory of truth, based on (...) the judgment. In later works, Vattimo insisted on the epistemological virtues of mimetic theory to reform the classical theory of adequacy2 and the theological implications of this reform.3 Mimetic theory definitely unmasks the violence of the "strong metaphysic," to enable the advent of a weak metaphysics and a kenotic theology based on love: "According to him, it is the survival of the victim-based mechanism, albeit in attenuated form, that explains the recurrence of violence in the history of Christianity. To complete Girard's argument, we learn from Heidegger that what Girard calls the victim-based mechanism is metaphysical objectivism."4 The Erlebnis (non-conceptualized experience) of this theological weakening [End Page 147] has occurred as an event from a previous epistemological weakening, which mimetic theory itself contributes to consolidating.5This drift toward the epistemological nihilism generated a debate between Gianni Vattimo and René Girard, who rejected this conclusion drawn from his mimetic theory.6 The transcript of this controversy first appeared in Verità o fede debole? Dialogo su cristianesimo e relativismo (2006) [Christianity, Truth, and Weakening Faith (2011)], a compilation of three dialogues on three fundamental concepts: truth, secularization, and relativism. In the first part, focused on the epistemological question of truth, Girard affirms he isn't accurately recognized in Vattimo´s thought, showing his distance and warning that, unlike the Italian thinker, his thinking is primarily realistic: "Personally, I agree with Vattimo when he says that Christianity is a revelation of love, but I do not exclude that it is also a revelation of truth. Because truth and love coincide and are one in Christianity."7 In the same chapter, Vattimo challenges René Girard for not having extracted the ultimate consequences of his mimetic theory, because he stays trapped in the realistic ontology of a pre-mimetic mentality: [Vattimo:] "In sum, the only thing I really can't go along with in Girard is his faith in the salvific power of truth, whether it be revealed or discovered by science."8However, in the controversy René Girard could not fail to recognize the central thesis of Gianni Vattimo, according to which his work involved a critique of the classical interpretation of judgment: "I think that there is some kind of incompatibility between traditional philosophy and mimetic theory. I feel, for instance, that scholars influenced by Thomism are handicapped in regard to mimetic theory, because they have to work with neatly distinguished categories. Philosophy is looking for logical foundation as well. It is difficult for philosophers to accept a mechanism that triggers opposite effects. Therefore, it always excludes the real anthropological foundation."9 René Girard acknowledges that in his eagerness to keep up the anthropo-genesis, he cannot avoid judging the theory of judgment from the mimetic theory.10 This critique appears since the beginning of his investigation in Things Hidden since the Foundation of the World, when Girard distinguishes between Heraclitus's logos and the logos of John's gospel.11 In Violence and the Sacred he proceeded to investigate the historical origins of both forms of logos and discovered that a hidden reality underlay the evidence of the canonical judicative structure, using the resources of Derridean deconstruction, of which Girard acknowledges his debt.12René Girard's relationship with philosophy is problematic. Mimetic theory criticizes all human cultural constructions, including mythology and philosophy. However, in The Scapegoat René Girard approaches the issue of "judgment" as a place of truth. His relationship with philosophy therefore needs to be [End Page 148] recognized and his contribution valued. In this work Girard exposed the evolution and transformations that have resulted in the classic judicative structure, showing the assumptions of the last supplement of logical truth.13 In Of Grammatology Derrida took up the term "suppl... (shrink)

Like most good educational interventions, problem-based learning (PBL) did not grow out of theory, but out of a practical problem. Medical students were bored, dropping out, and unable to apply what they had learned in lectures to their practical experiences a couple of years later. Neurologist Howard S. Barrows reversed the sequence, presenting students with patient problems to solve in small groups and requiring them to seek relevant knowledge in an effort to solve those problems. Out of (...) his work, PBL was born.The book is divided into four sections, each containing contributions by leaders in the field. Chapters in the first section focus on the structure of PBL and the critical elements of the approach. Articulating the underlying problems to be addressed, the role of facilitators, and the process to be followed in achieving a successful PBL intervention are all discussed. The second section explores how PBL has been adapted to function in areas outside medicine, from climate science to teacher education, while the third section explores how the methodology has been combined with other approaches to teaching and learning, such as learning by design and project-based learning. The fourth section assesses the impact of PBL techniques on improving both research and teaching. An epilogue speculates about the future of PBL, synthesizing contributions from the previous chapters and suggesting key themes for further exploration. (shrink)

In China, the improvement of the learner performance is critical a challenge for the teaching staff and the management in intercultural communication class. Indeed, the administration of the Chinese schools is failed to provide effective learning to the students with innovative methods. The objective of this study was to identify the role of college students' learning performance, teaching skills, and teaching innovation in intercultural communication class. This study is based on the quantitative data collected on a five-point (...) Likert scale from the target respondents who were the students of different colleges and 700 questionnaires distributed for it. The study concludes that there is a significant relationship among abstract conceptualization, active participation, and reflective observation in students' learning performance. Furthermore, this study highlights that the mediating role of teaching innovation is critical for students' learning performance. This study contributes to the literature with a significant theoretical framework. Finally, this study provides significant theoretical implications and practical implications which are key game-changers for improving the performance of the students in the intercultural communication class. (shrink)

This study presents the evaluation of a computer-based learning program for children with developmental dyscalculia and focuses on factors affecting individual responsiveness. The adaptive training program Calcularis 2.0 has been developed according to current neuro-cognitive theory of numerical cognition. It aims to automatize number representations, supports the formation and access to the mental number line and trains arithmetic operations as well as arithmetic fact knowledge in expanding number ranges. Sixty-seven children with developmental dyscalculia from second to fifth (...) grade (mean age 8.96 years) were randomly assigned to one of two groups (Calcularis group, waiting control group). Training duration comprised a minimum of 42 training sessions à 20 min within a maximum period of 13 weeks. Compared to the waiting control group, children of the Calcularis group demonstrated a higher benefit in arithmetic operations and number line estimation. These improvements were shown to be stable after a 3-months post training interval. In addition, this study examines which predictors accounted for training improvements. Results indicate that this self-directed training was especially beneficial for children with low math anxiety scores and without an additional reading and/or spelling disorder. In conclusion, Calcularis 2.0 supports children with developmental dyscalculia to improve their arithmetical abilities and their mental number line representation. However, it is relevant to further adapt the setting to the individual circumstances. (shrink)

. Network data analysis helps in capturing node usage behavior. Existing algorithms use reduced feature set to manage high runtime complexity. Ignoring features may increase classification errors. This paper presents a model, allowing classification of network traffic, while considering all the relevant features. Learning phase partitions training sample on values of the respective features. This creates equivalence classes related to m features. During classification, each feature value of the test instance results in picking one set from equivalence class (...) generated during learning. Algorithm captures new behavior in semi-supervised incremental learning mode. For problems having m features and n training samples the model has incremental learning complexity of and average classification complexity is of the order. (shrink)

In recent years, increasing attention has been paid to the all-around development and mental health of students in education. Positive education, a rapidly developing ramification of positive psychology, has proved beneficial to students’ learning and wellbeing. Meanwhile, online learning has quickly gained popularity due to the impact of COVID-19. However, there have been few reports discussing the relationship between positive education and online learning by combining theories and practices. To explore the connection between positive education and online (...) learning, we provide a literature review for studies, mostly between 2010 and 2022, of theories and practices for both positive education and online learning. Next, we establish one-to-one links between the relevant theories and practices of online learning to each domain in the PERMA model of positive education, a theoretical framework including Positive emotion(P), Engagement(E), Relationship(R), Meaning(M), and Accomplishment(A). We aim to explore how to promote the development of positive education by applying the theoretical and practical advantages of online learning to the PERMA framework of positive education. This study aims to enrich the research perspectives of positive education and provide a reference for future research. (shrink)

Can someone be reasonable or justified in accepting a specific moral judgment not based on the prior acceptance of a general exceptioness moral principle, where acceptance of a general principle might be tacit or implicit and might not be expressible in language? This issue is an instance of a wider issue about direct or transductive inference. Developments in statistical learning theory show that such an inference can be more effective than alternative methods using inductive generalization and (...) so can be reasonable. This result carries over to moral transduction, although it is a difficult empirical issue whether people actually engage in any sort of transduction, including moral transduction. (shrink)

Background: Medical education literature suggests that ethics education should be learner-centered and problem-based rather than theory-based. Team-based learning is an appropriate method for this suggestion. However, its effectiveness was not investigated enough in medical ethics education. Research question: Is team-based learning effective in medical ethics education in terms of knowledge retention, in-class learner engagement, and learner reactions? Research design: This was a prospective controlled follow-up study. We changed lecture with team-based learning (...) method to teach four topics in a 2-week medical ethics clerkship, while the remaining topics were taught by lectures. For comparison, we formed team-based learning and lecture groups, in which the students and instructor are the same, but the topics and teaching methodologies are different. We determined in-class learner engagement by direct observation and student satisfaction by feedback forms. Student success for team-based learning and lecture topics in the end-of-clerkship exam and two retention tests performed 1 year and 2 years later were compared. Ethical considerations: Ethical approval for the study was granted by Akdeniz University Board of Ethics on Noninvasive Clinical Human Studies Ethics committee. Findings: Short-term knowledge retention did not differ; however, team-based learning was found superior to lecture at long-term retention tests. Student satisfaction was high with team-based learning and in-class engagement was better in team-based learning sessions. Discussion: Our results on learner engagement and satisfaction with team-based learning were similar to those of previous reports. However, knowledge retention results in our study were contrary to literature. The reason might be the fact that students prepared for the end-of-clerkship pass/fail exam (short term) regardless of the teaching method. But, at long-term retention tests, they did not prepare for the exam and answered the questions just using the knowledge retained in their memories. Conclusion: Our findings suggest that team-based learning is a better alternative to lecture to teach ethics in medical education. (shrink)

An important question for a naturalized philosophical psychology is what constitutes moral agency (MA). The two prominent scientific theories to which such a philosophical approach might appeal, those of cognitive developmental theory (CDT) and social learning theory (SLT), currently face an investigative dilemma: The better theories of the acquisition of beliefs and the performance of action based on them, the SLTs, seem to be irrelevant to the phenomenon of MA and the theories that seem to be (...) relevant, the CDTs, are unsatisfactory in their accounts of acquisition and action. In this paper I take up the cause of SLT accounts of MA. Critics of SLT accounts of MA can be interpreted as arguing that they are irrelevant to MA because they lack one or more of five functional criteria that require MA to be integral morally motivated cognitive agency. I argue that SLT accounts of MA, and specifically Bandura's social cognitive theory, (SCT), when applied to issues of MA, meet these criteria. Assuming the merits of SLT explanations of both the acquisition of beliefs and the performance of actions based on them, I conclude that SLTs generally, and specifically Bandura's SCT, are promising candidates for explaining MA. If so, they merit the attention of naturalistic philosophical psychologists. (shrink)

Positive Psychology Interventions as an Opportunity in Arab Countries to Promoting Well-being AbstractIn this perspective paper, we emphasize the importance of further research on culturally-sensitive positive psychology interventions in the Arab region. We argue that these interventions are needed in the region because they not only reduce mental health problems but also promote well-being and flourishing. To achieve this, we shed light on the cultural elements of the Arab region and how the concept of well-being differs from that of Western (...) culture. We review the research conducted in Arabia, briefly evaluate the quality of this research and list some adapted measurements. We furthermore propose guidelines and recommendations for future evidence-based positive psychology interventions research to align with the national culture in various sectors and community samples that contribute to the development of well-being in the Arab world.Introduction Extensive research on Positive Psychology Interventions (PPIs) - defined as activities focus on promoting positive feelings, thoughts, or behaviour (Sin & Lyubomirsky, 2009) - has shown their effectiveness in well-being and mental illness (e.g., Chakhssi et al., 2018; Hendriks et al., 2020). A recent review of 347 studies showed that PPIs have a significant effect on promoting quality of life and well-being and reducing anxiety and depression (Carr et al., 2020). However, the issue is that most of these studies (82%) remain narrow in focus only on Western Educated Industrialised Rich Democratic (WEIRD) countries (Hendriks et al., 2019). Therefore, they may not be effective for other countries such as the Arab countries where there are various cultural differences. This highlights the key role that culture can play in enhancing PPIs engagement, acceptability, and eventually, effectiveness (Hendriks & Graafsma, 2019). Recently, the field of PP in the Arab region has begun to grow (Basurrah et al., 2021; Rao et al., 2015). However, studies conducted in these countries are scant and of poor methodological quality. We have found humble quantity and quality of empirical studies. Yet, Arab countries, home to 5% of the world’s population, have a burden of mental health problems above global levels (GBD 2015 Eastern Mediterranean Region Mental Health Collaborators, 2018). Prevalent stigma, war and conflict were some of the contributors (Maalouf et al., 2019). Thus, to properly address this cultural stigma against mental health problems, PPIs could provide an additional role alongside traditional psychology approaches (e.g., Cognitive Behavioural therapy - CBT). Further, in light of the political conditions that some Arab countries are going through and the negative effects that they cause, it has become necessary to use the method of prevention that is the focus of PP and not only of treatment as a strategy for applications and practice. It has been noted that the mental health care system in the Arab region focuses highly on illnesses treatment and neglects the significant role that PP plays in enhancing human potential and well-being. We - here in Arabia –are becoming more influenced by many global issues particularly the COVID-19 pandemic and their impact on mental health and well-being (e. g. prevalence of stress, anxiety, depression among the general population during the pandemic (Salari et al., 2020). In response, Waters et al. (2021) have recently presented how positive psychological factors can play a significant role in buffering mental illness, enhancing mental health throughout the pandemic, and building positive processes and capacities that can help to promote future mental health.Here in this perspective paper, we highlight the cultural aspects of Arab countries. Specifically, we present previous PPIs research conducted in Arabia and briefly evaluate the quality of this research. Importantly, we discuss the need of developing an indigenous and culturally sensitive PP among the Arab region (Lambert et al., 2015).Arab Culture “Arab World,” which comprises 5% of the world’s population, refers to the Arab countries in the Middle East and North Africa. Despite the increasing pace and progress of different businesses in many Arab countries, individual communities are still limited in certain prominent economic places. Arab people rather gather in collective communities. They generally share the same Arabic Islamic culture, speak the same language, and descend from the same Arab families when going back in history no matter what nationality they have nowadays. Yet, very many changes came to communities before borders were drawn between countries and after. For instance, geography, topography, demography, and socio-economic status affect peoples’ nature of jobs and lifestyles. For example, Arabs in the east, west, or the middle have similar tongues; however, almost every Arab country has its accent. Therefore, people need to go back to the formal Arabic language ‘Fus-ha’ or learn more about different Arabic dialects when communicating cross-countries. According to Hofstede’s model (2011) based on the individualism-collectivism dimension, the Arab countries (Eastern society) have been classified as a collectivist culture, where their identity and decisions are influenced by social systems. In contrast, the United States (Western society) has been classified as an individualist culture focusing on individual decisions. Although there are degrees of individualism among Arabs in certain countries, they still share collective common characteristics. Here, we explore the meaning of collectivistic conceptions of the self, emotions, values, and religion in Arab countries and how they differ from those in individual Western cultures. The Self Since the field of PP focuses on the development of self, it is vital to recognize that self-concept varies across cultures. Individualism generally emphasises the self-directed and autonomous individual (Realo et al., 2002). People in individualist countries focus primarily on their personal characteristics (e.g., motives, abilities) to build their self-concept. On the other hand, collectivism refers to several social structures that highly value the groups to which people belong, such as family and tribe (Realo, 2003). People in collectivist countries such as the Arab countries focus primarily on their relationships with others to build their self-concept (Markus & Kitayama, 1991). Hence, research from Arab countries should focus on the core elements of collectivism when implementing PPIs to make a significant, meaningful impact. For example, people from a collective culture may experience a greater enhancement in well-being when practising interventions that are more prosocial and group-oriented such as compassion, performing acts of kindness, writing a gratitude letter, and using character strengths in everyday context including social context, compared with self-oriented interventions such as identifying character strengths. Emotions, value, and Religion Research shows that Western culture emphasises the goal of maximizing positive emotions, while Eastern culture emphasises embracing and balancing positive and negative emotions (Leu et al., 2011). To illustrate, culture plays an important role in influencing perceptions of happiness. People in individualist countries value happiness highly. In contrast, people from the collective countries value low arousal positive emotions (Leu et al., 2011) and exhibit a fear of happiness (Joshanloo & Weijers, 2014; Joshanloo, 2013). Hence, the influence of positive emotions plays a limited role in the mental health of Eastern society. Speaking of Value, for an Arab, the family is the centre of honour and the most important social unit. This loyalty has an impact on every part of an Arab’s life. Arabs honour their families and highly value their friendships. Therefore, future research could shed more light on group-oriented interventions (e.g., kindness) that focus more on the relationship with family, friends, and community. When it comes to religion, Arab society has a rich culture in values and believes that place a high emphasis on spirituality. Religion is the most important and distinctive aspect of Arab culture. Arab countries vary in terms of religion, with Islam being the predominant religion in most of them. Well-being (Hedonic and Eudaimonic) It is necessary here to clarify what is meant by hedonic and eudaimonic definitions of well-being. While the term ‘Hedonic’ is based on the pursuit of maximum levels of pleasure (feeling good), the term ‘Eudaimonic’, on the other hand, is based on meaning and the development of virtues (functioning well; Keyes & Annas, 2009). Research indicates that cultures are not equally supportive of hedonic and eudaimonic aspects (Joshanloo & Jarden, 2016). In comparison to collectivism, hedonism appears to be more congruent with individualism (Joshanloo, 2014). Pleasure and positive emotions are considered a way to pursue happiness in Western culture, while this method is not highly favoured in Eastern cultures (Lee et al., 2013); Because they consider suffering and negative emotions as contributing factors to spiritual development. Therefore, the eastern perspective is more in line with a eudaimonistic view which emphasises virtues, meaning, and feeling of belongingness. However, although we believe that both approaches can be found to a certain level in both cultures, the differences suggest that there are different routes to happiness. Positive Psychology in the Arab region Positive psychology - "the scientific study of what makes life most worth living" (Seligman & Csikszentmihalyi, 2000) - is one of the newest branches of psychology. It focuses on three main pillars: (1) positive subjective experiences (such as happiness and love); (2) positive individual characters (such as gratitude and compassion); and (3) positive institutions (for the application of positive principles within institutions and organizations; Seligman & Csikszentmiha lyi, 2000). Some of the main topics of interest in positive psychology include character strengths, gratitude, hope, happiness, mindfulness, optimism, positive thinking, and resilience. Within the applications of this science, various domains of well-being (such as happiness, engagement, positive emotions, and meaning) can be enhanced by practising positive psychology interventions (Sin & Lyubomirsky, 2009). Interestingly, these interventions have also produced benefits beyond well-being, such as reduced mental health issues (Chakhssi et al., 2018; Hendriks et al., 2020).Nowadays, PP is increasingly noticed in the Arab world (Lambert & Pasha-Zaidi, 2019; Rao et al., 2015). In recent years, there has been a great effort to explore the PP field across Arab countries. Several initiatives have emerged aimed at promoting well-being and flourishing. For example, the Middle East Journal of Positive Psychology published its first volume in 2015. On the International Day of Happiness in 2017, United Arab Emirates University launched its Emirates Center for Happiness Research. Meanwhile, Effat University in Saudi Arabia started the first Positive Psychology and Well-being Research Lab, the first symposium, and the first PP course. In 2019, Louise Lambert and Nausheen Pasha-Zaidi published the first regional text entitled “Positive Psychology in the Middle East/North Africa.” There are other efforts spent in the region as well; such as the work conducted in Egypt. Ibrahim Younus established the Arab Association for Positive Psychology https://www.psycholearn.com/en/associative.php which provides several courses on PP and also published a book entitled “The Power of Positive Psychology” (Younus, 2017). Despite this development, nothing can compare to the quantity and even quality of research in other countries. In light of our observations, the few PP studies may be attributed to the lack of awareness of the constructive approach and prevention compared to problem-solving. An Arab dentist once said: “people do not come to me until they are badly in pain.” In any case, many studies have taken place in Arab countries in the last decade, more of which are descriptive and less of which experimental. For example, Abdel-Khalek (2010) found positive correlations between quality of life, subjective well-being, and religiosity among students in Kuwait. Abdel-Khalek (2016) developed “the Arabic Scale of Religiosity,” which significantly correlated with PP variables among students in Algeria, Kuwait, and Egypt. Recently, empirical studies on PPIs have arisen in Arab-Islamic countries. More attention has been focused on promoting well-being and alleviating the high burden of mental health problems in the region (GBD 2015 Eastern Mediterranean Region Mental Health Collaborators, 2018). For instance, several studies examined the effectiveness of mindfulness among university students (e.g., Al-Ghalib & Slim, 2018; Awad, 2019; Thomas et al., 2016), parents of children with autism (Rayan & Ahmed, 2016) and addicted adults (Al-Rashidi, 2018). Such an intervention has positive effects. Participants who practised mindfulness reported reduction in stress and depression as well as improvement in well-being and resilience. Moreover, the results of a recent pilot study found positive impacts on enhancing emotional regulations and reducing stress among Arab teachers (Berkovich-Ohana et al., 2020). Some studies have also begun to examine various interventions targeting character strengths (Basurrah et al., 2020; Chérif et al., 2020), self-compassion (Elaiwah, 2017), positive thinking (Mohammed et al., 2014; Hadad, 2014), and hope (Zaki, 2016). Interestingly, a new finding considering the fear of happiness among people from collective countries has been examined. Lambert et al. (2019) provided evidence that a 14-week PPIs programme has an impact on reducing the fear and fragility of happiness beliefs among university students in the United Arab Emirates.Since Arab countries place great emphasis on spirituality, several authors have considered the aspect of religion when implementing PPIs. For instance, an empirical study by Al-Seheel and Noor (2016) found that expressing gratitude towards God “Allah” increases the happiness of the Muslim more than the usual gratitude intervention. Additionally, Al-Ghalib and Salim (2018) examined a religiously sensitive mindfulness-training programme with university students and found a positive effect on life satisfaction and a slight reduction in stress, depression, and anxiety. Hence, the role of religion is vital to make the interventions more relevant to Arab culture where people can connect Islamic philosophy with PP theories and practices. These studies reviewed here provide further support for the need for culturally sensitive interventions among the Arab population. More recently, the first systematic review of PPIs in Arab countries was conducted by Basurrah et al. (2021; the protocol has been published in BMJ Open and the final manuscript has been submitted for publication). Reviewing a total of 39 studies, the most commonly studied interventions were mindfulness, positive thinking, and resilience. Only a handful of studies examined gratitude, character strengths, forgiveness, self-compassion, savouring, or finding flow. Further analysis revealed that most studies from Arab countries have several methodological limitations. This included a lack of protocol guidelines, few well-designed randomized controlled trials (RCTs), blinding issues, small sample sizes, lack of active control groups, and lack of research into certain populations (e.g., teachers, employees, and people in distress in refugee camps). Discussion PP was founded on an individualistic framework (Christopher & Hickinbottom, 2008). To ensure that PPIs are culturally meaningful, this paper includes some cultural elements of the Arab region that should be considered to serve the needs of the Arab population. In the Arab world, some people may believe that PP is solely about happiness and being positive. If so, it is important to educate the public about the findings of rigorous studies evaluating PPIs such as gratitude, hope or flow on health, well-being and performance. To explain the value and effectiveness of these evidence-based approaches, examples might include studies linking gratitude with benefits for people with heart disease (Cousin et al., 2021), or how PPIs can promote quality of life in cancer patients (Casellas-Grau et al., 2014). There is some evidence about PPIs being effective in improving well-being in the Arab region, but research in this region is still in its infancy and little information is available regarding PPIs and the experience of Arabs participating in such interventions. Hence, there is still much more to investigate in this regard. Future research should empirically examine the effectiveness of various unstudied interventions such as savouring, gratitude, self-compassion, character strengths or finding flow. A combination of quantitative and qualitative approaches is required to provide an in-depth understanding of Arabs’ experience and impressions of PPIs and how and why they work. This may provide useful information to inform the appropriate design of PPIs to suit Arab culture and needs. Furthermore, while some research on PPIs has been carried out in the region, most of these studies have been of poor quality that suffered from small sample sizes, confounding factors, and a high degree of bias. To overcome these issues, future research should improve research quality, including protocol guidelines and well-designed RCTs. In particular, research should include randomization, allocation, blinding, power analysis to determine adequate sample size, active control groups to reduce bias, and follow-up periods of at least 12 months.Among the most popular resources that future PP practitioners may refer to are the International Positive Psychology Association (IPPA) and the International Positive Education Network (IPEN). Also, we recommend the Middle East Journal of Positive Psychology and the first regional book (Lambert & Pasha-Zaidi, 2019). To develop and/or adapt a multi-component PPIs, we would recommend referring to Character Strengths (Peterson & Seligman, 2004), the theory of well-being (PERMA Model: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment; Seligman, 2011), and the Five Ways to Well-being: Connect, Be Active, Take Notice, Keep Learning, and Give (Aked et al., 2008). Finally, single-component PPIs are based on theories like Broaden-And-Build (Fredrickson, 2004), Hope (Snyder et al., 2002), and Self-Determination (Deci & Ryan, 2012) can be also considered. Two other concepts that would be usefully applied are ‘Savouring’ (Bryant & Veroff, 2007) and Phillip Zimbardo’s Time Perspective (Stolarski et al., 2015). For instance, savouring has a positive temporal orientation to reminiscing the good memories from the past, enjoying the hedonic present moments, and willing proactively to make a better future. Now, what is even maybe more interesting for Muslims is “Transcendent Future” where all intentions, words and actions are devoted to that life after death. In addition, there is a model already prepared for the clinical purpose called Positive Psychotherapy (PPT). Tayyab Rashid and Martin Seligman published a PPT manual for clinicians in 2018. And for cross-cultural applications, including Muslim Arab culture, Rashid and Al-Haj Baddar (2019) have written a paper presenting PPT and its efficacy. PPT overview in detail shows sessions, themes, skills, practice, and cultural considerations where a mixture of PPIs based on PERMA, Strengths, and other PP concepts can be found. Regarding PP measurements, it is highly recommended to generate indigenous tools based on cultural backgrounds reviewed here in the article. An example of this is a tool for measuring Muslim well-being by including domains beyond what is found in Western literature. So far, in the Arab region, several attempts have been made to adapt PP tools. For example, Marei Salama-Younes (2018) validated the Arabic versions of different measures of well-being (e.g., satisfaction with life scale, the subjective vitality scale). Other validated scales as well include the self-compassion scale (Alabdulaziz et al., 2020), and the passion scale (Salama-Younes & Hashim, 2018). Conclusion This paper has discussed the cultural aspects of Arab countries and the need of developing culturally sensitive PPIs. The past decade has seen an increase in mental health problems in the Arab region. Stigma and lack of awareness have been always there. Among the issues are also wars, conflicts, and displacement in many Arab countries such as Iraq, Lebanon, and Palestine (Hassan et al., 2016). These indicate an urgent need to prevent mental illness and promote well-being. Indeed, we highlighted the importance of integrating culture with PPIs, following the guidelines for the cultural adaptation of PPIs (Hendriks & Graafsma, 2019) and the ethical guidelines for PP practice (Jarden et al., 2020). Another significant contribution of this paper is to highlight the importance of improving the quality of research conducted in Arab countries. In brief, this paper has several practical implications. It is an open invitation for researchers, policymakers, and practitioners alike to be more exposed to PP; as well as to better conceptualising and adapting interventions and measurement tools to the local culture in different sectors to maximize their effectiveness. And as we consider it as an invitation for us too, here we are starting a PPIs practice guide in Arabic language and for Arab practitioners. The insights gained from this paper may be useful for placing well-being on top of priorities for achieving individual, organizational, and optimal national functioning in different sectors. There is also a need to change the stigma or negative beliefs about seeking health for psychological support, which is an issue for countries in the Middle East (Baess, 2018). (shrink)

This article offers a critical inquiry of contemporary neural network models as an instance of machine learning, from an interdisciplinary perspective of AI studies and performativity. It shows the limits on the architecture of these network systems due to the misemployment of ‘natural’ performance, and it offers ‘context’ as a variable from a performative approach, instead of a constant. The article begins with a brief review of machine learning-based natural language processing systems and continues with a (...) concentration on the relevant model of recurrent neural networks, which is applied in most commercial research such as Facebook AI Research. It demonstrates that the logic of performativity is not brought into account in all recurrent nets, which is an integral part of human performance and languaging, and it argues that recurrent network models, in particular, fail to grasp human performativity. This logic works similarly to the theory of performativity articulated by Jacques Derrida in his critique of John L. Austin’s concept of the performative. Applying Jacques Derrida’s work on performativity, and linguistic traces as spatially organized entities that allow for this notion of performance, the article argues that recurrent nets fall into the trap of taking ‘context’ as a constant, of treating human performance as a ‘natural’ fix to be encoded, instead of performative. Lastly, the article applies its proposal more concretely to the case of Facebook AI Research’s Alice and Bob. (shrink)

Self-generation of knowledge can activate deeper cognitive processing and improve long-term retention compared to the passive reception of information. It plays a distinctive role within the concept of inquiry-based learning, which is an activity-oriented, student-centered collaborative learning approach in which students become actively involved in knowledge construction. This approach allows students to not only acquire content knowledge, but also an understanding of investigative procedures/inquiry skills – in particular the control-of-variables strategy (CVS). From the perspective of cognitive load (...) theory, generating answers and solutions during inquiry-based learning is inefficient as it imposes an intrinsic and extraneous load on learners. Previous research on self-generation of content knowledge in inquiry-based learning has demonstrated that (1) a high cognitive load impairs retention of the generated information, (2) feedback is a fundamental requirement for self-generation of complex content knowledge, (3) self-generation success is key to long-term retention and (4) generating and rereading place different demands on learners. However, there is still no research on the self-generation of scientific reasoning skills and the interaction between the retention of these skills with prior knowledge, feedback and self-generation success. That is why this experiment was conducted. The focus of this research is to analyze the distinctive role of self-generation of scientific reasoning skills within the concept of inquiry-based learning and to identify the influence of prior knowledge and self-generation success on short-term and long-term retention. For this purpose, an experiment involving 133 6th and 7th graders was conducted. An inquiry activity that included the self-generation of scientific reasoning skills was compared to an inquiry task that had students simply read information about the experimental design. We used both an immediate and a delayed test to examine which treatment better developed a deeper understanding of CVS and an ability to apply this knowledge to novel problems (transfer). Direct instruction was clearly superior to self-generation in facilitating students’ acquisition of CVS immediately after the inquiry task. However, after a period of one week had elapsed, both treatment conditions turned out to be equally effective. A generation effect was only found among students with high self-generation success after a 1-week delay. (shrink)

Theories of Social Change played a central role in explaining the development of modern societies. There are two classes of such approaches: structural (i.e. evolutionary and functionalistic) theories and individualistic theories (based for instance on learning, psychoanalytic or rational choice theories). The question is to what extend these theories fit the framework of Methodological Individualism. The answer is given in two steps: First, the article describes the logic of micro-foundational explanation that Methodological Individualism presupposes. Second, presenting some (...) paradigmatic theories of social change it is argued that none of these theories does fulfill the requirements of this explanatory model; the reasons for these insufficiencies are discussed. (shrink)

This article reconceptualises school teachers and pupils respectively as ‘pedagogical bricoleurs’ and ‘bricolage researchers’ who utilise a multiplicity of theories, concepts, methodologies and pedagogies in teaching and/or researching. This reconceptualisation is based on a coalescence of generic curricular and pedagogical principles promoting dialogic, critical and enquiry-based learning. Innovative proposals for reconceptualising the aims, contents and methods of multi-faith Religious Education in English state-maintained schools without a religious affiliation are described, so as to provide an instance of (...) and occasion for the implications of these theories and concepts of learning. With the aim of initiating pupils into the communities of academic enquiry concerned with theology and religious studies, the ‘RE-searchers approach’ to multi-faith Religious Education in primary schools (5–11 year olds) is cited as a highly innovative means of converting these curricular and pedagogical principles and proposals into practical classroom procedures. These procedures are characterised by multi-, inter- and supra-disciplinarity; notions of eclecticism, emergence, flexibility and plurality; and theoretical and conceptual complexity, contestation and context-dependence. (shrink)

This paper starts out from the proposition that case-based decision theory is an appropriate tool to explain human decision behavior in situations of structural ignorance. Although the developers of CBDT suggest its reality adequacy, CBDT has not yet been tested empirically very often, especially not in repetitive decision situations. Therefore, our main objective is to analyse the decision behavior of subjects in a repeated-choice experiment by comparing the explanation power of CBDT to reinforcement learning and to classical (...) decision criteria under uncertainty namely maximin, maximax, and pessimism-optimism. Our findings substantiate a predominant significantly higher validity of CBDT compared to the classical criteria and to reinforcement learning. For this reason, the experimental results confirm the suggested reality adequacy of CBDT in repetitive decision situations of structural ignorance. (shrink)