With over 2 billion people lacking medicines for treatable diseases and 14 million people dying annually from infectious disease, there is undeniable need for increased access to medicines. There has been an increasing trend to benchmark the pharmaceutical industry on their corporate social responsibility (CSR) performance in access to medicines. Benchmarking creates a competitive inter-business environment and acts as incentive for improving CSR. This article investigates the corporate feedback discourses pharmaceutical companies make in response to criticisms from benchmarking reports. (...) It determines whether these responses are part of a healthy process in increasing access to medicines or a barrier to improvement. A qualitative analysis on the feedback the industry provided was performed, and the responses seen in these statements were grouped by analysing the language used, the ideas portrayed and attitudes of the companies. Increasing transparency through benchmarking is a powerful tool which reveals the industry's shortfalls to the public, affects the decisions of socially responsible investors, and is a risk to their financial bottom line. This article demonstrates the importance of benchmarking and transparency in creating inter-business competition and the translation of these responses to actual access to medicine practices. (shrink)

Benchmark theory , introduced by Ralph Wedgwood, departs from decision theories of pure expectation maximization like evidential decision theory and causal decision theory and instead ranks actions according to the desirability of an outcome they produce in some state of affairs compared to a standard—a benchmark—for that state of affairs. Wedgwood motivates BT through what he terms Gandalf’s principle, that the merits of an action in a given state should be evaluated relative only to the performances of other (...) actions in that state, and not to their performances in other states. Although BT succeeds in selecting intuitively rational actions in a number of cases—including some in which EDT or CDT seem to go wrong—it places constraints on rational decision-making that either lack motivation or are untenable. Specifically, I argue that as it stands BT is committed both to endorsing and rejecting the independence of irrelevant alternatives. Furthermore its requirement that weakly dominated actions be excluded from consideration of rational action lacks motivation and threatens to collide with traditional game theory. In the final section of the paper, I construct a counterexample to BT. (shrink)

Predatory pricing is one of the forms of the abuse of a dominant position. Judicial institutions of the European Union and Commission during analysis of predatory pricing devote main attention to the relationship between costs and prices of the dominant undertaking. Moreover, attention is paid also to various cost benchmarks: average variable costs, average avoidable costs, average total costs and long run average incremental costs. European judicial institutions should pay less attention to the costs of a dominant undertaking than to (...) evaluation of the effect of the actions of a dominant undertaking to consumers and competition in the market. Moreover, proposition of the Commission to use average avoidable costs in predation cases does not correspond to the practice of the Court of Justice and the General Court. The Commission should stipulate more clearly how average avoidable costs and long-run average incremental costs should be calculated in order to increase legal certainty of the undertakings. Establishment of prices higher than average total costs by the dominant undertaking should not be recognized as predatory pricing. (shrink)

Default reasoning occurs when the available information does not deductively guarantee the truth of the conclusion; and the conclusion is nonetheless correctly arrived at. The formalisms that have been developed in Artificial Intelligence to capture this mode of reasoning have suffered from a lack of agreement as to which non-monotonic inferences should be considered correct; and so Lifschitz 1989 produced a set of “Nonmonotonic Benchmark Problems” which all future formalisms are supposed to honor. The present work investigates the extent (...) to which humans follow the prescriptions set out in these Benchmark Problems. (shrink)

The field of scientific image integrity presents a challenging research bottleneck given the lack of available datasets to design and evaluate forensic techniques. The sensitivity of data also creates a legal hurdle that restricts the use of real-world cases to build any accessible forensic benchmark. In light of this, there is no comprehensive understanding on the limitations and capabilities of automatic image analysis tools for scientific images, which might create a false sense of data integrity. To mitigate this issue, (...) we present an extendable open-source algorithm library that reproduces the most common image forgery operations reported by the research integrity community: duplication, retouching, and cleaning. We create a large scientific forgery image benchmark with enriched ground truth using this library and realistic scientific images. All figures within the benchmark are synthetically doctored using images collected from creative commons sources. While collecting the source images, we ensured that the they did not present any suspicious integrity problems. Because of the high number of retracted papers due to image duplication, this work evaluates the state-of-the-art copy-move detection methods in the proposed dataset, using a new metric that asserts consistent match detection between the source and the copied region. All evaluated methods had a low performance in this dataset, indicating that scientific images might need a specialized copy-move detector. The dataset and source code are available at https://github.com/phillipecardenuto/rsiil. (shrink)

Tools are needed to benchmark carbon emissions and pledges against criteria of equity and fairness. However, standard economic approaches, which use a transparent optimization framework, ignore equity. Models that do include equity benchmarks exist, but often use opaque methodologies. Here we propose a utilitarian benchmark computed in a transparent optimization framework, which could usefully inform the equity benchmark debate. Implementing the utilitarian benchmark, which we see as ethically minimal and conceptually parsimonious, in two leading climate–economy models (...) allows for calculation of the optimal allocation of future emissions. We compare this optimum with historical emissions and initial nationally determined contributions. Compared with cost minimization, utilitarian optimization features better outcomes for human development, equity and the climate. Peak temperature is lower under utilitarianism because it reduces the human development cost of global mitigation. Utilitarianism therefore is a promising inclusion to a set of benchmarks for future explorations of climate equity. (shrink)

Socially assistive robotics is a growing area of research. Evaluating SAR systems presents novel challenges. Using a robot for a socially assistive task can have various benefits and ethical implications. Many questions are important to understanding whether a robot is effective for a given application domain. This paper describes several benchmarks for evaluating SAR systems. There exist numerous methods for evaluating the many factors involved in a robot’s design. Benchmarks from psychology, anthropology, medicine, and human–robot interaction are proposed as measures (...) of success in evaluating a given SAR system and its impact on the user and broader population. (shrink)

The proliferation of legal documents in various formats and their dispersion across multiple courts present a significant challenge for users seeking precise matches to their information requirements. Despite notable advancements in legal information retrieval systems, research into legal recommender systems remains limited. A plausible factor contributing to this scarcity could be the absence of extensive publicly accessible datasets or benchmarks. While a few studies have emerged in this field, a comprehensive analysis of the distinct attributes of legal data that influence (...) the design of effective legal recommenders is notably absent in the current literature. This paper addresses this gap by initially amassing a comprehensive session-based dataset from Jusbrasil, one of Brazil’s largest online legal platforms. Subsequently, we scrutinize and discourse key facets of legal session-based recommendation data, including session duration, types of recommendable legal artifacts, coverage, and popularity. Furthermore, we introduce the first session-based recommendation benchmark tailored to the legal domain, shedding light on the performance and constraints of several renowned session-based recommendation approaches. These evaluations are based on real-world data sourced from Jusbrasil. (shrink)

El tema de este trabajo es el benchmarking en el sector público. Esta investigación, parte del interés por analizar la importancia que ha cobrado el benchmarking en el sector como herramienta de mejora e innovación de la gestión pública donde los Estados comprometen esfuerzos para conseguir calidad, eficiencia y eficacia en los servicios que presta. En esta lógica se inscribe el principal objetivo, que consiste en realizar aportes y propuestas, para la implementación de herramientas de benchmarking en las dimensiones transversales (...) y regionales del Estado de la Provincia de Buenos Aires. El estudio es exploratorio y descriptivo, emplea una metodología cualitativa que combina un análisis bibliográfico para la elaboración del marco teórico y la definición de los tipos y dimensiones del benchmarking, con la identificación y descripción de experiencias a partir de la evidencia empírica relevada. El punto de partida teórico, se estructura en base a los modelos y enfoques desarrollados por Robert Camp, Michael Spendolini, Rolf Pfeiffer y Fernando Marchitto. Este marco conceptual, permite examinar distintas prácticas institucionales de los niveles subnacional, nacional e internacional. (shrink)

The subject of this book is benchmarking in the public sector and part of the interest is to analyze the importance that benchmarking has acquired in this sector - as a tool for improving and innovating public administration - when states strive for quality, efficiency and effectiveness of the services offered. The study is exploratory and descriptive and uses a qualitative methodology that combines a bibliographic analysis to develop the theoretical framework and the definition of the types and dimensions of (...) benchmarking with the identification and description of the experiences from the empirical data studied. A special chapter discusses the importance, scope and dimensions of product design benchmarking (comparative assessment of product design or industrial design) for government assessment of design and development of new products for micro, small and medium-sized manufacturers. Our approach covers the various policies and measures to support Micro, Small and Medium Industries (MiPyMIs) implemented by sub-national states. (shrink)

The theme of this book is benchmarking in the public sector and part of the interest to analyze the importance that benchmarking has gained in the sector -as a tool for improvement and innovation of public management- where States commit efforts to achieve quality, efficiency and effectiveness in the services it provides. The study is exploratory and descriptive, employing a qualitative methodology that combines a bibliographic analysis for the elaboration of the theoretical framework and the definition of the types and (...) dimensions of benchmarking, with the identification and description of experiences from the empirical evidence surveyed. In a special chapter, the importance, scope and dimensions of benchmarking of product design (comparative evaluation of product design or industrial design) is discussed for the state assessment in design and development of new products for micro, small and medium producers. Our approach includes the different policies and actions to support Micro, Small and Medium Industries (MiPyMIs), which are undertaken from subnational states. RESUMEN. El tema de este libro es el benchmarking en el sector público y parte del interés por analizar la importancia que ha cobrado el benchmarking en el sector –como una herramienta de mejora e innovación de la gestión pública– donde los Estados comprometen esfuerzos para conseguir calidad, eficiencia y eficacia en los servicios que presta. El estudio es exploratorio y descriptivo, emplea una metodología cualitativa que combina un análisis bibliográfico para la elaboración del marco teórico y la definición de los tipos y dimensiones del benchmarking, con la identificación y descripción de experiencias a partir de la evidencia empírica relevada. En un capítulo especial se trata la importancia, alcances y dimensiones del benchmarking of product design (evaluación comparada de diseño de producto o diseño industrial) para el asesoramiento estatal en diseño y desarrollo de nuevos productos a micro, pequeños y medianos productores. Nuestro enfoque comprende a las distintas políticas y acciones de apoyo a las Micro, Pequeñas y Medianas Industrias (MiPyMIs), que se emprenden desde los Estados subnacionales. (shrink)

With over 2 billion people lacking medicines for treatable diseases and 14 million people dying annually from infectious disease, there is undeniable need for increased access to medicines. There has been an increasing trend to benchmark the pharmaceutical industry on their corporate social responsibility (CSR) performance in access to medicines. Benchmarking creates a competitive inter-business environment and acts as incentive for improving CSR. This article investigates the corporate feedback discourses pharmaceutical companies make in response to criticisms from benchmarking reports. (...) It determines whether these responses are part of a healthy process in increasing access to medicines or a barrier to improvement. A qualitative analysis on the feedback the industry provided was performed, and the responses seen in these statements were grouped by analysing the language used, the ideas portrayed and atti- tudes of the companies. Increasing transparency through benchmarking is a powerful tool which reveals the industry’s shortfalls to the public, affects the decisions of socially responsible investors, and is a risk to their financial bottom line. This article demonstrates the importance of benchmarking and transparency in creating inter-business competition and the translation of these responses to actual access to medicine practices. (shrink)

We applaud many aspects of Elqayam & Evans' (E&E's) call for a descriptivist research programme in studying reasoning. Nevertheless, we contend that normative benchmarks are vital for understanding individual differences in performance. We argue that the presence of normative responses to particular problems by certain individuals should inspire researchers to look for converging evidence for analytic processing that may have a normative basis.

The existing literature on savings, insurance, and portfolio choices under risk has revealed that quite often comparative statics results depend, among other things, upon the values of the coefficients of relative risk aversion and relative prudence. More specifically the benchmark values for these coefficients are, respectively, one and two. Recently, several papers investigated constraints on the higher degree extensions of the coefficients of relative risk aversion and of relative prudence. The present work provides a unified approach to this question (...) based on the concept of elementary correlation increasing transformations, allowing for a better understanding of changes in risk in the multiplicative case. (shrink)

Drawing on the critical discourse analysis of journals and working papers from 2011-2020 referring to the at-risk of poverty or social exclusion composite indicator (AROPE), we shed light on how benchmarks technicize academic discourse, particularly in its part contributed by economists. First developed to measure progress towards the poverty target set in the EU's Europe 2020 strategy, AROPE has easily permeated academic debate. Its anchoring in statistical procedures and expertise has allowed it to function in this debate as a neutral (...) and purely technical measurement tool, obscuring the interests and normative choices underlying its design and implementation. As a result, the discursive practices associated with the benchmark have led to the reproduction and legitimization of the anti-poverty policy objectives of the Europe 2020 strategy. Simultaneously, AROPE has provided a 'cognitive infrastructure' that enabled an economic view of the world geared towards raising competitiveness. It has made it possible to assess which Member State is doing well and which is doing poorly, and making recommendations on how the laggards should improve. Our analysis shows that benchmarks such as AROPE support the process of shaping Europe as a supranational entity, creating a picture of common European problems with uniform definitions, on the basis of which it is possible to divide Member States into better and worse performers and even promote common solutions through good practices. We conclude by highlighting that the academic discourse around AROPE, generated mainly by economists, reflects the growing interdependence of the academic and political spheres and the pressure for research to have social and political impact. (shrink)

Initiatives relying on artificial intelligence (AI) to deliver socially beneficial outcomes—AI for social good (AI4SG)—are on the rise. However, existing attempts to understand and foster AI4SG initiatives have so far been limited by the lack of normative analyses and a shortage of empirical evidence. In this Perspective, we address these limitations by providing a definition of AI4SG and by advocating the use of the United Nations’ Sustainable Development Goals (SDGs) as a benchmark for tracing the scope and spread of (...) AI4SG. We introduce a database of AI4SG projects gathered using this benchmark, and discuss several key insights, including the extent to which different SDGs are being addressed. This analysis makes possible the identification of pressing problems that, if left unaddressed, risk hampering the effectiveness of AI4SG initiatives. (shrink)

This paper investigates the possibilities and problems of benchmarking Corporate Social Responsibility (CSR). After a methodological analysis of the advantages and problems of benchmarking, we develop a benchmark method that includes economic, social and environmental aspects as well as national and international aspects of CSR. The overall benchmark is based on a weighted average of these aspects. The weights are based on the opinions of companies and NGO's. Using different methods of weighting, we find that the outcome of (...) the benchmark is rather robust for a sample of more than 50 large Dutch companies. (shrink)

While it is often said that robotics should aspire to reproducible and measurable results that allow benchmarking, I argue that a focus on benchmarking can be a hindrance for progress in robotics. The reason is what I call the ‘measure-target confusion’, the confusion between a measure of progress and the target of progress. Progress on a benchmark (the measure) is not identical to scientific or technological progress (the target). In the past, several academic disciplines have been led into pursuing (...) only reproducible and measurable ‘scientific’ results – robotics should be careful to follow that line because results that can be benchmarked must be specific and context-dependent, but robotics targets whole complex systems for a broad variety of contexts. While it is extremely valuable to improve benchmarks to reduce the distance be- tween measure and target, the general problem to measure progress towards more intelligent machines (the target) will not be solved by benchmarks alone; we need a balanced approach with sophisticated benchmarks, plus real-life testing, plus qualitative judgment. (shrink)

In the area of machine learning, different techniques are used to train machines and perform different tasks like computer vision, data analysis, natural language processing, and speech recognition. Computer vision is one of the main branches where machine learning and deep learning techniques are being applied. Optical character recognition is the ability of a machine to recognize the character of a language. Pashto is one of the most ancient and historical languages of the world, spoken in Afghanistan and Pakistan. OCR (...) application has been developed for various cursive languages like Urdu, Chinese, and Japanese, but very little work is done for the recognition of the Pashto language. When it comes to handwritten character recognition, it becomes more difficult for OCR to recognize the characters as every handwritten character’s shape is influenced by the writer’s hand motion dynamics. The reason for the lack of research in Pashto handwritten character data as compared to other languages is because there is no benchmark dataset available for experimental purposes. This study focuses on the creation of such a dataset, and then for the evaluation purpose, a machine is trained to correctly recognize unseen Pashto handwritten characters. To achieve this objective, a dataset of 43000 images was created. Three Feed Forward Neural Network models with backpropagation algorithm using different Rectified Linear Unit layer configurations were trained and tested with this dataset. The simulation shows that Model 1 achieved accuracy up to 87.6% on unseen data while Model 2 achieved an accuracy of 81.60% and 3% accuracy, respectively. Similarly, loss was the lowest for Model 1 with 0.15 and 3.17 for training and testing, followed by Model 2 with 0.7 and 4.2 for training and testing, while Model 3 was the last with loss values of 6.4 and 3.69. The precision, recall, and f-measure values of Model 1 were better than those of both Model 2 and Model 3. Based on results, Model 1 is found to be the most efficient as compared to the other two models in terms of accuracy to recognize Pashto handwritten characters. (shrink)

In this paper, we utilized triangular conorms. The essence of using S-norm is that the similarity order does not change using different norms. In fact, we are investigating for a new conception for calculating the similarity of two Fermatean fuzzy sets. For this purpose, utilizing an S-norm, we first present a formula for calculating the similarity of two Fermatean fuzzy values, so that they are truthful in similarity properties. Following that, we generalize a formula for calculating the similarity of the (...) two Fermatean fuzzy sets which prove truthful in similarity conditions. Finally, various numerical examples have been presented to elaborate this method. (shrink)

The possibility to interpret expected and nonexpected utility theories in purely probabilistic terms has been recently investigated. Such interpretation proposes as guideline for the Decision Maker the comparison of random variables through their probability to outperform a stochastic benchmark. We apply this type of analysis to the model of Becker and Sarin, showing that their utility functional may be seen as the probability that an opportune random variable, depending on the one to be evaluated, does not outperform a non-random (...) benchmark. Further, the consequent choice criterion is equivalent to a sort of probability of ruin. Possible interpretations and financial examples are discussed. (shrink)

Managers in Peru, South Africa, and the United States were classified into four groups along Singhapakdi et al. (J Bus Ethics 15:1131–1140, 1996) Perceived Role of Ethics and Social Responsibility (PRESOR) scale. In Peru and the United States, individuals in the ethics and social responsibility first category reported greater satisfaction with organizational performance than did those in the profits first category. Moral capitalists—individuals who report high emphases on both social responsibility and profits—reported the highest satisfaction with performance in the United (...) States. Managers in the United States are more likely than their counterparts in Peru and South Africa to reject the mutual exclusivity of prioritizing social responsibility and profits simultaneously. Directions for future research are outlined. (shrink)

Modeling risk in a prescriptively plausible way represents a major issue in decision theory. The benchmarking procedure, being based on the satisficing principle and providing a probabilistic interpretation of expected utility (EU) theory, is prescriptive. Because it is a target-based language, the benchmarking procedure can be applied naturally to finance. In finance, the centrality of risk is widely recognized, but the risk measures that are commonly used to assess risk are too poor as a decision making tool. In this paper (...) we propose a two-stage decision criterion of choice under risk that provides an application of benchmarking to finance through a risk measure. We will analyze some nonexpected utility theories, in particular lottery dependent utility, as potential frameworks for our criterion. (shrink)

There is not a single country in the world that does not advocate or promote patriotism. Nonetheless, it may be said that there is perhaps no other country that exalts patriotism as the highest standard of moral virtue the way modern China does. In particular, for Chinese intellectuals, "the great cause of the nation" (minzu dayi) has been held up as the supreme value above all other standards.

When the U.S. conducts warfare, elements of a force are drawn from different services and work together as a single team to accomplish an assigned mission. To achieve such unified action, it is necessary that the doctrines governing the actions of members of specific services be both consistent with and subservient to joint Doctrine. Because warfighting today increasingly involves not only live forces but also automated systems, unified action requires that information technology that is used in joint warfare must be (...) aligned with joint doctrine. It requires also that the separate information systems used by the different elements of a joint force must be interoperable, in the sense that data and information that is generated by each element must be usable (understandable, processable) by all the other elements that need them. Currently, such interoperability is impeded by multiple inconsistencies among the different data and software standards used by warfighters. We describe here the on-going project of creating a Joint Doctrine Ontology (JDO), which uses joint doctrine to provide shared computer-accessible content valid for any field of military endeavor, organization, and information system. JDO addresses the two previously mentioned requirements of unified action by providing a widely applicable benchmark for use by developers of information systems that will both guarantee alignment with joint doctrine and support interoperability. (shrink)

Working on the assumption that ideas are embedded in socio-technical arrangements which actualize them, this essay sheds light on the way the Open Method of Co-ordination (OMC) achieves the Lisbon strategic goal: to become the most competitive and dynamic knowledge-based economy in the world . Rather than framing the issue in utilitarian terms, it focuses attention on quantified indicators, comparable statistics and common targets resulting from the increasing practice of intergovernmental benchmarking, in order to tackle the following questions: how does (...) the OMC go about co-ordinating Member States through the benchmarking of national policies? And to what extent does this managerial device impact the path of European construction? Beyond the ideological and discursive construction of the competitive imperative, this technology of government transforms it into an indefinite discipline (Foucault) which constantly urges decision-makers to hit the top of the charts. This contribution thus argues that the practice of intergovernmental benchmarking is far from being neutral in purpose and effect. On the contrary, it lays the foundation for building a competitive Europe which unites Member States through competition. (shrink)

Scientific understanding is a fundamental goal of science. However, there is currently no good way to measure the scientific understanding of agents, whether these be humans or Artificial Intelligence systems. Without a clear benchmark, it is challenging to evaluate and compare different levels of scientific understanding. In this paper, we propose a framework to create a benchmark for scientific understanding, utilizing tools from philosophy of science. We adopt a behavioral conception of understanding, according to which genuine understanding should (...) be recognized as an ability to perform certain tasks. We extend this notion of scientific understanding by considering a set of questions that gauge different levels of scientific understanding, covering information retrieval, the capability to arrange information to produce an explanation, and the ability to infer how things would be different under different circumstances. We suggest building a Scientific Understanding Benchmark (SUB), formed by a set of these tests, allowing for the evaluation and comparison of scientific understanding. Benchmarking plays a crucial role in establishing trust, ensuring quality control, and providing a basis for performance evaluation. By aligning machine and human scientific understanding we can improve their utility, ultimately advancing scientific understanding and helping to discover new insights within machines. (shrink)

For twenty years, the European Union has qualified as a supranational actor more and more present on the educational scene. Through the European strategies - Lisbon 2010 and Europe 2020 - but also the open method of coordination, an essential mutation has been occurring at the level of Member States. In this article, I intend to analyse in which manner the European Union manages to become a genuine educational actor. Thematic analysis of forty semi-structured interviews conducted with European and international (...) officials demonstrate that the European leaders prepared the European “suitcase” for the first “flight” of 2010 and the second one in 2020. Mainly, this briefcase regroups benchmarks, core competencies, mobility programs and the European qualifications framework. If the European Union is able to “boast” with a national or international political visibility through educational proposals however, an unknown factor remains in this geopolitical equation. (shrink)

In “The Brokenness of Being,” Mari Ruti investigates the impact that trauma can have on being. Informed by her own experience of breast cancer, Ruti argues that there are some traumatic experiences that entirely change one’s symbolic coordinates. She calls these types of experiences benchmark traumas. Diagnosed with terminal cancer, Ruti boldly explores how encountering a benchmark trauma forced her to recognize the brokenness of her being. She theorizes that this recognition reveals the split in the subject. Encountering (...) this brokenness, as she calls it, at the heart of being can be completely debilitating. However, Ruti argues, there is a way to engage rather than repress this impossible reality. She theorizes that creativity is the one human expression that can grapple authentically with the split in the subject. To explore this idea, she collaborates with painter Dwight Smith. Smith’s twenty-two paintings respond to the benchmark trauma of the death of his twenty-two-year-old daughter. The twenty-two paintings are positioned throughout the manuscript and are in conversation with Ruti’s theory. Ruti is fascinated by both the paintings and Smith’s process, which is similar to her own. For Ruti and Smith, their creativity is how existential engagement takes shape. (shrink)

Dispute types can roughly be divided in two classes. One class in whichthe notion of justification is fundamental, and one in which thenotion of opposition is fundamental. Further, for every singledispute type there exist various types of protocols to conduct such adispute. Some protocols permit local search (a process in which oneis allowed to justify claims partially, with the possibility to extendjustifications on request later), while other protocols rely on globalsearch (a process in which only entire arguments count as justifications).This (...) paper integrates the two above-mentioned types of dispute withthe use of a protocol that permits local search. The locality aspect isrelatively new to computer scientists, while the detailed computationalelaboration of the approach is relatively new to philosophical logicians.The proposed protocol is demonstrated with the help of eight benchmarks.These benchmarks are centered around the problem that co-concludingarguments sometimes accrue, and sometimes do not. (shrink)

This paper challenges the fitness of Angela Ballantyne's proposed theory of exploitation by situating her ‘fair risk account’ in an ongoing dialogue about the adequacy conditions for benchmarks of fairness. It identifies four adequacy conditions: (1) the ability to focus on level rather than type of benefit; (2) the ability to focus on micro-level rather than macro-level fairness; (3) the ability to prevent discrimination based on need; and (4) the ability to prescribe a certain distribution as superior to all others. (...) While the fair risk account satisfies the first condition, this paper argues that it has difficulty satisfying the last three conditions. Ballantyne's proposal includes several new and promising features, but in order for the fair risk account to be useful in identifying and preventing exploitation, Ballantyne must either clarify and augment her theory or challenge the relevance of the adequacy conditions it fails to meet. (shrink)

Recently, there has been growing interest in the use of ontology as a fundamental tool for representing domain-specific conceptual models to improve the semantics, accuracy, and relevance of domain users’ query results. Although the amount of data has grown steadily over the past decade, much data shares similar characteristics that can be captured by a foundational ontology. In this paper, we show how queries based on a foundational ontology can be evaluated and their performance measured. We also present a Foundational (...) Patterns benchmark to help select the most efficient triple memory and its layout. We evaluate the foundational benchmark with both generated and real datasets for state-of-the-art triple stores. (shrink)

How can we study bounded rationality? We answer this question by proposing rational task analysis —a systematic approach that prevents experimental researchers from drawing premature conclusions regarding the rationality of agents. RTA is a methodology and perspective that is anchored in the notion of bounded rationality and aids in the unbiased interpretation of results and the design of more conclusive experimental paradigms. RTA focuses on concrete tasks as the primary interface between agents and environments and requires explicating essential task elements, (...) specifying rational norms, and bracketing the range of possible performance, before contrasting various benchmarks with actual performance. After describing RTA’s core components we illustrate its use in three case studies that examine human memory updating, multitasking behavior, and melioration. We discuss RTA’s characteristic elements and limitations by comparing it to related approaches. We conclude that RTA provides a useful tool to render the study of bounded rationality more transparent and less prone to theoretical confusion. (shrink)

Biotechnology companies have been forced to take account of the social and ethical pressures which increasingly surround their activities. A research project was undertaken with the aims of identifying the practices and procedures which companies put in place as a response to these pressures, and of advising the European Commission on ways by which interaction between these companies and their stakeholders might be improved. Two questionnaires were administered, and although the response rate was not high a reasonably balanced sample was (...) achieved. The results indicated that although there was a high degree of ethical awareness and a willingness to pursue an ‘integrity approach’ to decision‐making as opposed to a ‘compliance approach’, companies on the whole lacked the institutional tools which would enable them to operationalise an integrity approach to corporate decision‐making. (shrink)