The notions of argument and argumentation have become increasingly ubiquitous in Artificial Intelligence research, with various application and interpretations. Less attention has been, however, specifically devoted to rhetorical argument The work presented in this paper aims at bridging this gap, by proposing a framework for characterising rhetorical argumentation, based on Perelman and Olbrechts-Tyteca's New Rhetoric. The paper provides an overview of the state of the art of computational work based on, or dealing with, rhetorical aspects of argumentation, before (...) presenting the characterisation proposed, corroborated by walked-through examples. (shrink)

This paper has three dimensions, historical, theoretical and social. The historical dimension is to show how the Ciceronian system of dialectical argumentation served as a precursor to computational models of argumentation schemes such as Araucaria and Carneades. The theoretical dimension is to show concretely how these argumentation schemes reveal the interdependency of rhetoric and logic, and so the interdependency of the normative with the empirical. It does this by identifying points of disagreement in a dialectical format through using (...) argumentation schemes and critical questions. The social dimension is to show how the Ciceronian dialectical viewpoint integrates with the use of computational tools that can be used to support the principle of reason-based deliberation and facilitate deliberative democracy. (shrink)

This paper has three dimensions, historical, theoretical and social. The historical dimension is to show how the Ciceronian system of dialectical argumentation served as a precursor to computational models of argumentation schemes such as Araucaria and Carneades. The theoretical dimension is to show concretely how these argumentation schemes reveal the interdependency of rhetoric and logic, and so the interdependency of the normative with the empirical. It does this by identifying points of disagreement in a dialectical format through using (...) argumentation schemes and critical questions. The social dimension is to show how the Ciceronian dialectical viewpoint integrates with the use of computational tools that can be used to support the principle of reason-based deliberation and facilitate deliberative democracy. (shrink)

This paper compares the features and methods of the two leading implemented systems that offer a tool for helping a user to find or invent arguments to support or attack a designated conclusion, the Carneades Argumentation System and the IBM Watson Debater tool. The central aim is to contribute to the understanding of scholars in informal logic, rhetoric and argumentation on how these two software systems can be useful for them. One contribution of the paper is to explain to (...) these potential users how the two tools are applicable to the task of inventing arguments by using some simple illustrative examples. Another is to redefine the structure of argument invention as a procedure. (shrink)

Identifying rhetorical figures with marginal to non-existent lexico-syntactic signatures poses significant challenges for computational approaches reliant upon structural definitions or descriptions. One such figure is prolepsis ([Formula: see text]ó[Formula: see text]), which this essay charts out in some detail, addressing the challenges and the benefits of rendering such figures computationally tractable through the use of argument schemes with attention to metadiscursive or macro-discursive norms offered by pragma-dialectical traditions.

Identifying rhetorical figures with marginal to non-existent lexico-syntactic signatures poses significant challenges for computational approaches reliant upon structural definitions or descriptions. One such figure is prolepsis ([Formula: see text]ó[Formula: see text]), which this essay charts out in some detail, addressing the challenges and the benefits of rendering such figures computationally tractable through the use of argument schemes with attention to metadiscursive or macro-discursive norms offered by pragma-dialectical traditions.

This paper surveys ontological modeling of rhetorical concepts, developed for use in argument mining and other applications of computational rhetoric, projecting their future directions. We include ontological models of argument schemes applying Rhetorical Structure Theory (RST); the RhetFig proposal for modeling; the related RetFig Ontology of Rhetorical Figures for Serbian (developed by two of the authors); and the Lassoing Rhetoric project (developed by another of the authors). The Lassoing Rhetoric venture is interesting for its multifaceted approach (...) to linguistic devices, prominently including rhetorical figures, but also RST relations and stylistic models, like the use of historic present. This application takes a natural language text input and uses syntactic parsing tools to produce a knowledge base of linguistic entities using references to an OWL ontological framework, locating these devices using Semantic Web Rule Language (SWRL) logic rules. The paper also reports on a similar approach in research into detecting ironic tweets in a Serbian twitter corpus. The rhetorical schemes used for argument mining are also presented, as well as some suggestions for novel argument schemes based on the ontological approach to rhetorical figuration. (shrink)

This paper surveys ontological modeling of rhetorical concepts, developed for use in argument mining and other applications of computational rhetoric, projecting their future directions. We include ontological models of argument schemes applying Rhetorical Structure Theory (RST); the RhetFig proposal for modeling; the related RetFig Ontology of Rhetorical Figures for Serbian (developed by two of the authors); and the Lassoing Rhetoric project (developed by another of the authors). The Lassoing Rhetoric venture is interesting for its multifaceted approach (...) to linguistic devices, prominently including rhetorical figures, but also RST relations and stylistic models, like the use of historic present. This application takes a natural language text input and uses syntactic parsing tools to produce a knowledge base of linguistic entities using references to an OWL ontological framework, locating these devices using Semantic Web Rule Language (SWRL) logic rules. The paper also reports on a similar approach in research into detecting ironic tweets in a Serbian twitter corpus. The rhetorical schemes used for argument mining are also presented, as well as some suggestions for novel argument schemes based on the ontological approach to rhetorical figuration. (shrink)

Artificial intelligence has historically been conceptualized in anthropomorphic terms. Some algorithms deploy biomimetic designs in a deliberate attempt to effect a sort of digital isomorphism of the human brain. Others leverage more general learning strategies that happen to coincide with popular theories of cognitive science and social epistemology. In this paper, I challenge the anthropomorphic credentials of the neural network algorithm, whose similarities to human cognition I argue are vastly overstated and narrowly construed. I submit that three alternative supervised learning (...) methods—namely lasso penalties, bagging, and boosting—offer subtler, more interesting analogies to human reasoning as both an individual and a social phenomenon. Despite the temptation to fall back on anthropomorphic tropes when discussing AI, however, I conclude that such rhetoric is at best misleading and at worst downright dangerous. The impulse to humanize algorithms is an obstacle to properly conceptualizing the ethical challenges posed by emerging technologies. (shrink)

Rhetorical Structure Theory has enjoyed continuous attention since its origins in the 1980s. It has been applied, compared to other approaches, and also criticized in a number of areas in discourse analysis, theoretical linguistics, psycholinguistics, and computational linguistics. In this article, we review some of the discussions about the theory itself, especially addressing issues of the reliability of analyses and psychological validity, together with a discussion of the nature of text relations. We also propose areas for further research. A (...) follow-up article will discuss applications of the theory in various fields. (shrink)

The generalised, automated reconstruction of the reasoning structures underlying persuasive communication is an enormously challenging task. While this work in argument mining is increasingly informed by the rich tradition of argumentation studies outside the computational field, the rhetorical perspective on argumentation is thus far largely ignored. To explore the application of rhetorical insights in argument mining, we conduct a pilot study on the connection between rhetorical figures and argumentation structure. Rhetorical figures are linguistic devices that perform a variety of (...) functions in argumentative discourse. The textual form of some of these figures is easy to identify automatically, such that an established connection between the figure and a preponderance of argumentative content would improve the performance of argument mining techniques. Furthermore, the automated mining of rhetorical figures could be used as an empirical, corpus-based testing ground for the claims made about these figures in the rhetorical literature. In the pilot study, we explore the connection between eight rhetorical figures the forms of which we expect to be relatively easy to identify computationally, and argumentation structure (concretely, we consider the six schemes ‘anadiplosis’, ‘epanaphora’, ‘epistrophe’, ‘epizeuxis’, ‘eutrepismus’, and ‘polyptoton’, and the two tropes ‘antithesis’ and ‘dirimens copulatio’, and relate their occurrences to relations of inference and conflict). The data of the study is collected in the MM2012c corpus of 39,694 words of argumentatively annotated transcripts from the BBC Radio 4’s Moral Maze discussion program. We show that some of the figures indeed correspond to passages of high argumentative density, relative to the text as a whole. (shrink)

An important factor of argument mining in dialog or multilog data is the framing with which interlocutors put forth their arguments. By using rhetorical devices such as hedging or reference to the Common Ground, speakers relate themselves to their interlocutors, their arguments, and the ongoing discourse. Capitalizing on theoretical linguistic insights into the semantics and pragmatics of discourse particles in German, we propose a categorization of rhetorical information that is highly relevant in natural transcribed speech. In order to shed light (...) on the rhetorical strategies of different interlocutors in large amounts of real mediation data, we use a method from Visual Analytics which allows for an exploration of the rhetorical patterns via an interactive visual interface. With this innovative combination of theoretical linguistics, argument mining and information visualization, we offer a novel way of analyzing framing strategies in large amounts of multi-party argumentative discourse in German. (shrink)

The generalised, automated reconstruction of the reasoning structures underlying persuasive communication is an enormously challenging task. While this work in argument mining is increasingly informed by the rich tradition of argumentation studies outside the computational field, the rhetorical perspective on argumentation is thus far largely ignored. To explore the application of rhetorical insights in argument mining, we conduct a pilot study on the connection between rhetorical figures and argumentation structure. Rhetorical figures are linguistic devices that perform a variety of (...) functions in argumentative discourse. The textual form of some of these figures is easy to identify automatically, such that an established connection between the figure and a preponderance of argumentative content would improve the performance of argument mining techniques. Furthermore, the automated mining of rhetorical figures could be used as an empirical, corpus-based testing ground for the claims made about these figures in the rhetorical literature. In the pilot study, we explore the connection between eight rhetorical figures the forms of which we expect to be relatively easy to identify computationally, and argumentation structure (concretely, we consider the six schemes ‘anadiplosis’, ‘epanaphora’, ‘epistrophe’, ‘epizeuxis’, ‘eutrepismus’, and ‘polyptoton’, and the two tropes ‘antithesis’ and ‘dirimens copulatio’, and relate their occurrences to relations of inference and conflict). The data of the study is collected in the MM2012c corpus of 39,694 words of argumentatively annotated transcripts from the BBC Radio 4’s Moral Maze discussion program. We show that some of the figures indeed correspond to passages of high argumentative density, relative to the text as a whole. (shrink)

This article traces past trends and current developments in medical computing in the United States. It suggests a link between shifts in emphases in medical computing and in federal government policy toward health care delivery. The development of medical computing was not driven solely by the internal imperatives of science and technology, but by dreams and visions of how computers could revolutionize medicine. Such dreams and visions constitute a mythical charter similar to ideologies and rhetoric used to mobilize support (...) by other computerization movements. This mythical charter influenced development of medical computing by tying computing in medicine to policy goals. This charter also affected historical accounts in medical computing, which are characterized by technological determinism and evidence of cognitive dissonance due to failure to achieve policy goals. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Where's the Rhetoric? Imagining a Unified Field by S. Scott GrahamJoshua HananWhere's the Rhetoric? Imagining a Unified Field. By S. Scott Graham. Columbus: Ohio State University Press, 2020. 194 pp. Paperback $29.95. ISBN: 978-0-8142-5771-5.The proliferation of materialist perspectives in rhetorical studies has generated feelings of disciplinary crisis and fragmentation. Early materialist formulations of rhetoric, such as those put forward by Michael Calvin McGee and Raymie (...) McKerrow, conceptualized materiality discursively and, thus, maintained continuity with more traditional accounts of rhetoric as a practice of "symbolic action." However, beginning with texts such as Ronald Walter Greene's "Another Materialist Rhetoric" and Jack Selzer and Sharon Crowley's edited collection Rhetorical Bodies, scholars began emphasizing the ontological and embodied rhetoricity of physical contexts and environments over discursive and ideological conceptions of materiality. This turn toward the ontological and embodied has rapidly expanded over the past twenty years, with numerous scholars now offering new materialist, postcritical, ecological, computational, and digital perspectives on rhetoric that privilege concepts such as affect, circulation, and assemblage over more traditional rhetorical terminology.It is in response to this tension between standard rhetorical perspectives and materialist rhetorical approaches that we can appreciate the interventions of S. Scott Graham's recent book, Where's the Rhetoric? Imagining a Unified Field. Rejecting the view that the materialist turns in rhetorical studies (particularly rhetorical new materialisms [hereafter referred to as RNM] and computational rhetoric) have left the discipline more fragmented and less capable of defending a unified perspective on rhetoric, Graham believes it is possible to generate a new unified theory that can affirm the lines of scholarly influence that have given rise to RNM (what Graham calls modern rhetoric's "right branch") as well as the more [End Page 218] traditional lines of scholarly influence that have led to a formulation of rhetoric as "symbolic action" (what Graham calls modern rhetoric's "left branch"). To accomplish this task, Graham argues that we should avoid the tendency to view RNM as "other" to traditional narratives about rhetoric and, instead, consider how these latter perspectives are compatible with the former. Much like unified field theories in physics that seek to bridge older perspectives on general relativity with newer perspectives on quantum mechanics (e.g., string theory and quantum loop gravity), Graham believes it is possible to achieve similar results in rhetorical studies by approaching standard rhetorical perspectives from the ontological viewpoints enabled by RNM.What makes Graham's angle on this claim particularly unique is his premise that a proto-new materialist perspective has underpinned some of the most influential left branch approaches to rhetoric all along. While most rhetoricians start from the present when introducing concepts associated with RNM, Graham, following historically informed thinkers such as Scot Barnett, Debra Hawhee, and Thomas Rickert, demonstrates that there is a line of thinking about "symbolic action" as "situated action" that goes back to the relational approach to metaphysics put forward by philosopher Henri Bergson in the late nineteenth and early twentieth centuries. Thus, as Graham argues, if we begin with Bergson's relational ontology, rather than the postmodernist and social constructivist philosophies that (explicitly and implicitly) shaped interpretations of rhetoric's left branch during the second half of the twentieth century, we do not "need to re-engineer rhetoric" to fit the latest trends of RNM (41). From Graham's perspective, many standard rhetorical perspectives have been hospitable toward new materialism from the outset. To appreciate this fact, we simply need to recuperate the Bergsonian legacy that informs this tradition.To make a case for this Bergsonian approach to rhetoric, the first main chapter of Graham's book (chapter 2) engages in detail with the work of Kenneth Burke. As a crucial founder of the symbolic action paradigm, Graham believes that if he can show the influence of Bergson on Burke's thought, he can, in turn, demonstrate how scholarship informed by Burke is also influenced by Bergson. To trace the influence of Bergson on Burke's thinking, Graham focuses on Burke's early work, especially Permanence and Change. In contrast to Burke's later writings (e.g., A Grammar of Motives, A... (shrink)

Diligent citizens must critically analyze arguments for science policy recommendations, such as cutting greenhouse gas emissions or growing genetically modified food crops. Science policy articles present arguments for and against such recommendations using scientific evidence and rhetorical devices. In this paper we present an in-depth analysis of argumentation and rhetorical devices in two journal articles on climate change issues. One objective was to gain a better understanding of use of rhetorical devices in this genre, as a prerequisite for designing and (...) building a rhetorically-annotated digital corpus of full-text science policy articles. The near term objective was to inform the design of pedagogical tools to help students analyze science policy arguments. (shrink)

The proposed multilevel framework of discourse comprehension includes the surface code, the textbase, the situation model, the genre and rhetorical structure, and the pragmatic communication level. We describe these five levels when comprehension succeeds and also when there are communication misalignments and comprehension breakdowns. A computer tool has been developed, called Coh-Metrix, that scales discourse (oral or print) on dozens of measures associated with the first four discourse levels. The measurement of these levels with an automated tool helps researchers track (...) and better understand multilevel discourse comprehension. Two sets of analyses illustrate the utility of Coh-Metrix in discourse theory and educational practice. First, Coh-Metrix was used to measure the cohesion of the text base and situation model, as well as potential extraneous variables, in a sample of published studies that manipulated text cohesion. This analysis helped us better understand what was precisely manipulated in these studies and the implications for discourse comprehension mechanisms. Second, Coh-Metrix analyses are reported for samples of narrative and science texts in order to advance the argument that traditional text difficulty measures are limited because they fail to accommodate most of the levels of the multilevel discourse comprehension framework. (shrink)

Rhetorical Structure Theory is a theory of text organization that has led to areas of application beyond discourse analysis and text generation, its original goals. In this article, we review the most important applications in several areas: discourse analysis, theoretical linguistics, psycholinguistics, and computational linguistics. We also provide a list of resources useful for work within the RST framework. The present article is a complement to our review of the theoretical aspects of the theory.

This article begins with an introduction to defeasible (nonmonotonic) reasoning and a brief description of a computer program, EVID, which can perform such reasoning. I then explain, and illustrate with examples, how this program can be applied in computational representations of ordinary dialogic argumentation. The program represents the beliefs and doubts of the dialoguers, and uses these propositional attitudes, which can include commonsense defeasible inference rules, to infer various changing conclusions as a dialogue progresses. It is proposed that (...) class='Hi'>computational representations of this kind are a useful tool in the analysis of dialogic argumentation, and, in particular, demonstrate the important role of defeasible reasoning in everyday arguments using commonsense reasoning. (shrink)

The growing capabilities of artificial intelligence (AI) word processing models have demonstrated exceptional potential to impact language related tasks and functions. Their fast pace of adoption and probable effect has also given rise to controversy within certain fields. Models, such as GPT-3, are a particular concern for professionals engaged in writing, particularly as their engagement with these technologies is limited due to lack of ability to control their output. Most efforts to maximize and control output rely on a process known (...) as prompt engineering, the construction and modification of the inputted prompt with expectation for certain outputted or desired text. Consequently, prompt engineering has emerged as an important consideration for research and practice. Previous conceptions of prompt engineering have largely focused on technical and logistic modifications to the back-end processing, remaining inaccessible and, still, limited for most users. In this paper, we look to the technical communication field and its methods of text generation—the rhetorical situation—to conceptualize prompt engineering in a more comprehensible way for its users by considering the context and rhetoric. We introduce a framework, consisting of a formula, to prompt engineering, which demands all components of the rhetorical situation be present in the inputted prompt. We present discussions on the future of AI writing models and their use in both professional and educational settings. Ultimately, this discussion and its findings aim to provide a means of integrating agency and writer-centric methods to AI writing tools to advance a more human-in-the-loop approach. As the use of generative AI and especially NLP-based technologies become common across societal functions, the use of prompt engineering will play a crucial role not just in adoption of the technology, but also its productive and responsible use. (shrink)

During the last few years a large number of companies have emerged offering DNA testing via the Internet “direct-to-consumer”. In this paper, I analyse the rhetoric appeal to personal identity put forward on the websites of some of these consumer genomics companies. The investigation is limited to non-health-related DNA testing and focuses on individualistic and communitarian—in a descriptive sense—visions of identity. The individualistic visions stress that each individual is unique and suggest that this uniqueness can be supported by, for (...) example, DNA fingerprinting. The communitarian visions emphasise that individuals are members of communities, in this case genetic communities. It is suggested that these visions can be supported by, for example, various types of tests for genetic ancestry tracing. The main part of the paper is devoted to an analysis of these communitarian visions of identity and the DNA tests they refer to. (shrink)

There is a driving need computationally to interrogate large bodies of text for a range of non-denotative meaning (e.g., to plot chains of reasoning, detect sentiment, diagnose genre, and so forth). But such meaning has always proven computationally allusive. It is often implicit, ‘hidden’ meaning, evoked by linguistic cues, stylistic arrangement, or conceptual structure – features that have hitherto been difficult for Natural Language Processing systems to recognize and use. Non-denotative textual effects are the historical concern of rhetorical studies, and (...) we have turned to rhetoric in order to find new ways to advance NLP, especially for sophisticated tasks like Argument Mining. This paper highlights certain rhetorical devices that encode levels of meaning that have been overlooked in Computational Linguistics generally and Argument Mining particularly, and yet lend themselves to automated detection. These devices are the linguistic configurations known as Rhetorical Figures. We argue for the importance of these devices for Argument Mining, especially in collocations, and we present an XML annotation scheme for Rhetorical Figures to make figuration more tractable for computational approaches, particularly with an eye on the improvements they offer Argument Mining. We also discuss the intellectual and technical challenges involved in figure annotation and the implications for Machine Learning. (shrink)

There is a driving need computationally to interrogate large bodies of text for a range of non-denotative meaning (e.g., to plot chains of reasoning, detect sentiment, diagnose genre, and so forth). But such meaning has always proven computationally allusive. It is often implicit, ‘hidden’ meaning, evoked by linguistic cues, stylistic arrangement, or conceptual structure – features that have hitherto been difficult for Natural Language Processing systems to recognize and use. Non-denotative textual effects are the historical concern of rhetorical studies, and (...) we have turned to rhetoric in order to find new ways to advance NLP, especially for sophisticated tasks like Argument Mining. This paper highlights certain rhetorical devices that encode levels of meaning that have been overlooked in Computational Linguistics generally and Argument Mining particularly, and yet lend themselves to automated detection. These devices are the linguistic configurations known as Rhetorical Figures. We argue for the importance of these devices for Argument Mining, especially in collocations, and we present an XML annotation scheme for Rhetorical Figures to make figuration more tractable for computational approaches, particularly with an eye on the improvements they offer Argument Mining. We also discuss the intellectual and technical challenges involved in figure annotation and the implications for Machine Learning. (shrink)

During the current COVID-19 pandemic, we are experiencing physical viruses infecting our bodies, virtual viruses infecting our computers, and symbolic viruses infecting our thinking. This essay takes up each of these interruptions in a collective attempt to better understand how we are rhetorically and where we might go politically from here.

Sixteen essays examine the use of evidence in culture, media, and science communication, ranging from paleontology, meteorology, neurological science/computation to literature, film, photography, and civic rhetoric. In full color.

An important factor of argument mining in dialog or multilog data is the framing with which interlocutors put forth their arguments. By using rhetorical devices such as hedging or reference to the Common Ground, speakers relate themselves to their interlocutors, their arguments, and the ongoing discourse. Capitalizing on theoretical linguistic insights into the semantics and pragmatics of discourse particles in German, we propose a categorization of rhetorical information that is highly relevant in natural transcribed speech. In order to shed light (...) on the rhetorical strategies of different interlocutors in large amounts of real mediation data, we use a method from Visual Analytics which allows for an exploration of the rhetorical patterns via an interactive visual interface. With this innovative combination of theoretical linguistics, argument mining and information visualization, we offer a novel way of analyzing framing strategies in large amounts of multi-party argumentative discourse in German. (shrink)

The task of rhetorical role labeling is to assign labels (such as Fact, Argument, Final Judgement, etc.) to sentences of a court case document. Rhetorical role labeling is an important problem in the field of Legal Analytics, since it can aid in various downstream tasks as well as enhances the readability of lengthy case documents. The task is challenging as case documents are highly various in structure and the rhetorical labels are often subjective. Previous works for automatic rhetorical role identification (...) (i) mainly used Conditional Random Fields over manually handcrafted features, and (ii) focused on certain law domains only (e.g., Immigration cases, Rent law), and a particular jurisdiction/country (e.g., US, Canada, India). In this work, we improve upon the prior works on rhetorical role identification by proposing novel Deep Learning models for automatically identifying rhetorical roles, which substantially outperform the prior methods. Additionally, we show the effectiveness of the proposed models over documents from five different law domains, and from two different jurisdictions—the Supreme Court of India and the Supreme Court of the UK. Through extensive experiments over different variations of the Deep Learning models, including Transformer models based on BERT and LegalBERT, we show the robustness of the methods for the task. We also perform an extensive inter-annotator study and analyse the agreement of the predictions of the proposed model with the annotations by domain experts. We find that some rhetorical labels are inherently hard/subjective and both law experts and neural models frequently get confused in predicting them correctly. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Astrology, Computers, and the VolksgeistDenis DuttonCarroll Righter is not a name you will recognize, unless, perhaps, you’re old enough and you grew up reading the Los Angeles Times. Righter was the Times’s astrologer, and encountering his name recently brought back a couple of memories from the early 1950s. I remember finding it strange that a man (he was pictured alongside his column) was called Carroll, though he didn’t spell (...) it like the girl who lived across the street. But especially I recall the fun we had when my father would read the horoscopes out loud and we’d compare them with the day’s events. Ours was a tough family for an astrologer to please, with rather different things happening to too many Aquarians, and a robust skepticism about anything of the sort later to be called “New Age.”How could I know that while we laughed and debated, somewhere else out there in the urban sprawl, Righter’s prognostications were being subjected to subtle and portentous analysis by that kingpin of the Frankfurt School, Theodor W. Adorno? Mirabile dictu, Adorno was living in L.A. at the time, and we now have his examination of Righter in The Stars Down to Earth, and Other Essays on the Irrational in Culture, edited with an excellent introduction by Stephen Crook (Routledge, $16.95). The result seems, now in the fullness of time, of mixed value and relevance. Adorno has produced an admirably accessible rhetoric of astrology, what he terms “content analysis.” In this, he is finding out for himself about the so-called cold-reading techniques of psychic consultation, practices long known to magicians and astrologers and only really understood by psychologists since Bertram Forer’s work in the 1940s. But beyond that, Adorno uses astrology to support and exemplify his theory of authoritarian irrationalism. As you might expect, this is more questionable. [End Page 424]To be sure, there are many intriguing observations throughout this mostly readable essay. In a passage perhaps even more true today than when it was written, Adorno says that a “climate of semi-erudition is the fertile breeding ground for astrology.” He refers to people who have gone just beyond the naive acceptance of the authority of science, but who don’t know enough, or who have not sufficiently developed “the power of thinking,” that they can replace such acceptance with anything better: “The semi-erudite vaguely wants to understand and is also driven by the narcissistic wish to prove superior to the plain people but he is not in a position to carry through complicated and detached intellectual operations.” In other words, quantum mechanics is pretty tough, but astrology offers sophisticated understanding of all reality in a few easy steps. Besides, astronomy is about those remote stars and planets out there—rather cold and impersonal. In Adorno’s apt title phrase, astrology brings it all down to earth, because it’s about the single most important thing in the universe: me. In an analogy that isn’t too far-fetched, he says that to the semi-erudite individual “astrology, just as other irrational creeds like racism, provides a short-cut by bringing the complex to a handy formula and offering at the same time the pleasant gratification that he who feels excluded from educational privileges nevertheless belongs to the minority of those who are ‘in the know.’” Someone once remarked that Scientology boosts self-esteem largely by giving semi-educated, degreeless persons impressive certificates to hang on their walls, and Adorno is right that there’s a similar syndrome at work with most New Age esoterica, including astrology. (In literary theory, there are no certificates, of course—you just have to learn the jargon.)Much to his credit, Adorno independently identifies many of the features of cold reading described by Forer and later writers, such as the persistent tendency of the client to personalize the general message. Of Righter’s “Follow up that intuition of yours,” or “Display that keen mind of yours,” Adorno says, “People who have any affinity at all to occultism are usually prepared to react to the information they are craving in such a way... (shrink)

Various argumentation analysis tools permit the analyst to represent functional components of an argument (e.g., data, claim, warrant, backing), how arguments are composed of subarguments and defenses against potential counterarguments, and argumentation schemes. In order to facilitate a study of argument presentation in a biomedical corpus, we have developed a hybrid scheme that enables an analyst to encode argumentation analysis within the framework of Rhetorical Structure Theory (RST), which can be used to represent the discourse structure of a text. This (...) paper describes the hybrid representation scheme and illustrates its use for investigation of contexts that license omission of elements of an argument. The analyses given in the paper involve reconstruction of enthymemes. Defeasible argumentation schemes serve as a constraint on reconstruction. In addition, the examples illustrate several other types of contextual constraints on reconstruction of enthymemes. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Astrology, Computers, and the VolksgeistDenis DuttonCarroll Righter is not a name you will recognize, unless, perhaps, you’re old enough and you grew up reading the Los Angeles Times. Righter was the Times’s astrologer, and encountering his name recently brought back a couple of memories from the early 1950s. I remember finding it strange that a man (he was pictured alongside his column) was called Carroll, though he didn’t spell (...) it like the girl who lived across the street. But especially I recall the fun we had when my father would read the horoscopes out loud and we’d compare them with the day’s events. Ours was a tough family for an astrologer to please, with rather different things happening to too many Aquarians, and a robust skepticism about anything of the sort later to be called “New Age.”How could I know that while we laughed and debated, somewhere else out there in the urban sprawl, Righter’s prognostications were being subjected to subtle and portentous analysis by that kingpin of the Frankfurt School, Theodor W. Adorno? Mirabile dictu, Adorno was living in L.A. at the time, and we now have his examination of Righter in The Stars Down to Earth, and Other Essays on the Irrational in Culture, edited with an excellent introduction by Stephen Crook (Routledge, $16.95). The result seems, now in the fullness of time, of mixed value and relevance. Adorno has produced an admirably accessible rhetoric of astrology, what he terms “content analysis.” In this, he is finding out for himself about the so-called cold-reading techniques of psychic consultation, practices long known to magicians and astrologers and only really understood by psychologists since Bertram Forer’s work in the 1940s. But beyond that, Adorno uses astrology to support and exemplify his theory of authoritarian irrationalism. As you might expect, this is more questionable. [End Page 424]To be sure, there are many intriguing observations throughout this mostly readable essay. In a passage perhaps even more true today than when it was written, Adorno says that a “climate of semi-erudition is the fertile breeding ground for astrology.” He refers to people who have gone just beyond the naive acceptance of the authority of science, but who don’t know enough, or who have not sufficiently developed “the power of thinking,” that they can replace such acceptance with anything better: “The semi-erudite vaguely wants to understand and is also driven by the narcissistic wish to prove superior to the plain people but he is not in a position to carry through complicated and detached intellectual operations.” In other words, quantum mechanics is pretty tough, but astrology offers sophisticated understanding of all reality in a few easy steps. Besides, astronomy is about those remote stars and planets out there—rather cold and impersonal. In Adorno’s apt title phrase, astrology brings it all down to earth, because it’s about the single most important thing in the universe: me. In an analogy that isn’t too far-fetched, he says that to the semi-erudite individual “astrology, just as other irrational creeds like racism, provides a short-cut by bringing the complex to a handy formula and offering at the same time the pleasant gratification that he who feels excluded from educational privileges nevertheless belongs to the minority of those who are ‘in the know.’” Someone once remarked that Scientology boosts self-esteem largely by giving semi-educated, degreeless persons impressive certificates to hang on their walls, and Adorno is right that there’s a similar syndrome at work with most New Age esoterica, including astrology. (In literary theory, there are no certificates, of course—you just have to learn the jargon.)Much to his credit, Adorno independently identifies many of the features of cold reading described by Forer and later writers, such as the persistent tendency of the client to personalize the general message. Of Righter’s “Follow up that intuition of yours,” or “Display that keen mind of yours,” Adorno says, “People who have any affinity at all to occultism are usually prepared to react to the information they are craving in such a way... (shrink)

The core entities of computer science include formal languages, spec-ifications, models, programs, implementations, semantic theories, type inference systems, abstract and physical machines. While there are conceptual questions concerning their nature, and in particular ontological ones (Turner 2018), our main focus here will be on the relationships between them. These relationships have an extensional aspect that articulates the propositional connection between the two entities, and an intentional one that fixes the direction of governance. An analysis of these two aspects will drive (...) our investigation; an investigation that will touch upon some of the central concerns of the philosophy of computer science (Turner 2017). (shrink)

This article analyzes computer security rhetoric, particularly in the United States, arguing that dominant cultural understandings of immunology, sexuality, legality, citizenship, and capitalism powerfully shape the way computer viruses are construed and combated. Drawing on popular and technical handbooks, articles, and Web sites, as well as on e-mail interviews with security professionals, the author explores how discussions of computer viruses lean on analogies from immunology and in the process often encode popular anxieties about AIDS. Computer security rhetoric about (...) compromised networks also uses language reminiscent of that used to describe the “bodies” of nation-states under military threat from without and within. Such language portrays viruses using images of foreignness, illegality, and otherness. The security response to viruses advocates the virtues of the flexible and adaptive response—a rhetoric that depends on evolutionary language but also on the ideological idiom of advanced capitalism. (shrink)

This article presents the evolution of philosophical and methodological considerations concerning empiricism in computer/computing science. In this study, we trace the most important current events in the history of reflection on computing. The forerunners of Artificial Intelligence H.A. Simon and A. Newell in their paper Computer Science As Empirical Inquiry started these considerations. Later the concept of empirical computer science was developed by S.S. Shapiro, P. Wegner, A.H. Eden and P.J. Denning. They showed various empirical aspects of computing. This led (...) to a view of the science of computing - the science of general scope. Some interesting contemporary ways towards a generalized perspective on computations were also shown. (shrink)

We describe some of the ways that the field of content analysis is being transformed in an Era of Big Data. We argue that content analysis, from its beginning, has been concerned with extracting the main meanings of a text and mapping those meanings onto the space of a textual corpus. In contrast, we suggest that the emergence of new styles of text mining tools is creating an opportunity to develop a different kind of content analysis that we describe as (...) a computational hermeneutics. Here the goal is to go beyond a mapping of the main meaning of a text to mimic the kinds of questions and concerns that have traditionally been the focus of a hermeneutically grounded close reading, a reading that focuses on what Kenneth Burke described as the poetic meanings of a text. We illustrate this approach by referring to our own work concerning the rhetorical character of US National Security Strategy documents. (shrink)

This article disrupts the logic of the “just-a-tool” argument, a powerful rhetorical device commonly offered as a rationale for using computers in education (and health care and other areas of society). Although this argument is articulated in many ways, its essence is the contention that computers are merely instructional tools, like blackboards or pencils, that can be used to enhance learning and therefore should be used in classrooms. The just-a-tool argument is difficult to challenge because it automatically constructs counterarguments as (...) illogical; they necessarily become arguments against using technology to improve the human condition. However, an analysis of the just-a-tool argument reveals that far from being logical and unassailable, it is both invalid and unsound. This “techno-illogic,” as the author calls it, arises when wisdom is subjugated to the dictates of technological “rationality,” and it is something that people must learn to recognize and defend against. (shrink)

Over the past decade or so, a new interdisciplinary field has emerged in the ground between, on the one hand, computer science – and artificial intelligence in particular – and, on the other, the area of philosophy concentrating on the language and structure of argument. There are now hundreds of researchers worldwide who would consider themselves a part of this nascent community. Various terms have been proposed for the area, including "Computational Dialectics," "Argumentation Technology," and "Argument-based Computing," but the (...) term that has stuck is simply Argument & Computation. It encompasses several specific strands of research, such as: . the use of theories of argument, and dialectic in particular, in the design and implementation of protocols for multi-agent action and communication; . the application of theories of argument and rhetoric in natural language processing and affective computing; . the use of argument-based structures for autonomous reasoning in artificial intelligence, and in particular, for defeasible reasoning; . computer-supported collaborative argumentation – the implementation of software tools for enabling online argument in domains such as education and e-government. These strands come together to form the core of a research field that covers parts of artificial intelligence (AI), philosophy, linguistics, and cognitive science, but, increasingly, is building an identity of its own. (shrink)

The complex systems approach (CSA) to characterizing cognitive function is purported to underlie a conceptual and methodological revolution by its proponents. I examine one central claim from each of the contributed papers and argue that the provided examples do not justify calls for radical change in how we do cognitive science. Instead, I note how currently available approaches in ‘‘standard’’ cognitive science are adequate (or even more appropriate) for understanding the CSA provided examples.

In this study, we explore the impact of Machiavellian rhetoric on fundraising within the increasingly important context of online crowdfunding. The “all-or-nothing” funding model used by the world’s largest crowdfunding platform, Kickstarter, may be an attractive context in which entrepreneurs can utilize Machiavellian rhetoric to reach their funding goal, lest they get no funding at all. This study uses data from 76,847 crowdfunding projects posted on kickstarter.com and develops a dictionary for computer-aided text analysis (CATA) of Machiavellian (...) class='Hi'>rhetoric to measure the relationship between the frequency of Machiavellian rhetoric use and crowdfunding performance, operationalized as either reaching a funding goal or the number of backers who funded the project. Machiavellian rhetoric is segregated into eight facets, which are categorized into hard and soft influence tactics. Hard tactics include revenge, intimidation, betrayal, and manipulation. Soft tactics include ingratiation, supplication, self-disclosure, and persuasion. Results reveal that signals of revenge, self-disclosure, and intimidation have negative effects, whereas signals of ingratiation and persuasion have mixed positive effects on crowdfunding performance. Ingratiation is found to increase the number of backers, but not funding success. Conversely, persuasion is found to increase funding success, but not the number of backers. Surprisingly, betrayal rhetoric is positively related to both measures of crowdfunding performance. Thus, this article complements the literature on backer decision-making, entrepreneurial methods, reward-based crowdfunding, and ethics in entrepreneurship by demonstrating how the displays of potentially negative phenomena, such as Machiavellianism, have complex consequences for entrepreneurial outcomes. (shrink)

Comparing frameworks for AI development allows us to see trends and reflect on how we are conceptualizing, interacting with, and imagining futures for AI. Recent scholarship comparing a range of AI frameworks has often focused methodologically on consensus, which has led to problems in evaluating potentially ambiguous values. We contribute to this scholarship using a rhetorical perspective attuned to how frameworks shape people’s actions. This perspective allows us to develop the concept of an “AI mainstream” through an analysis of five (...) of the highest-profile frameworks, including Asimov’s Three Laws. We identify four features of this emerging AI mainstream shared by most/all of the frameworks: human-centered design focus, abstraction-oriented ethical reasoning, privileged authorship, and ahistorical regulatory justifications. Notably, each of these features permeates each framework, rather than being limited to a single principle. We then evaluate these shared features and offer scholarly alternatives to complement and improve them. (shrink)

Analogicity in computer science is understood in two, not mutually exclusive ways: 1) with regard to the continuity feature (of data or computations), 2) with regard to the analogousness feature (i.e. similarity between certain natural processes and computations). Continuous computations are the subject of three methodological questions considered in the paper: 1a) to what extent do their theoretical models go beyond the model of the universal Turing machine (defining digital computations), 1b) is their computational power greater than that of (...) the universal Turing machine, 1c) under what conditions are continuous computations realizable in practice? The analogue-analogical computations lead to two other issues: 2a) in what sense and to what extent their accuracy depends on the adequacy of certain theories of empirical sciences, 2b) are there analogue-analogical computations in nature that are also continuous? The above issues are an important element of the philosophical discussion on the limitations of contemporary computer science. (shrink)

Current critical pedagogical scholarship has theorized the epistemological and social intersection between globalization and educational technology according to two distinct positions. For some, this intersection offers new liberatory knowledges and opportunities that can subvert social homogenization and economic disparity. For others, this relationship is just another phase of neoimperialism that should be politically and ideologically resisted. In contrast, we argue that the intersection between globalization and educational technologies is rather a manifestation of larger economic and logical forces, and that resistance (...) to such circumstances can neither be purely ideological or social. Instead, we contend that such a theoretical and pedagogical foreclosure dialectically actualizes conditions for real change—particularly when it complicates educational research technologies and their impact on epistemological multiplicity. (shrink)

Roland Barthes’ entire career pursued a dream of being freed from the tyranny of ossified, institutionalized, rote language use, as articulated from his first massively influential work on ‘writing degree zero’ in 1953. The anaemic role of institutional rhetoric and its dusty formulations dulled the capacity for using language and thought otherwise. For Barthes, fragments played a privileged role in the escape from the tyranny of meaning imposed by doxa and received wisdom, sometimes called ‘literature’ and ‘rhetoric’. Barthes (...) once referred to almost all of his writing, and indeed theorizing, as ‘a circle of fragments’. The artist and theorist Victor Burgin has been profoundly influenced by Barthes’ writings and his attempts to escape the ideological constraints of language, institutions and images. His visual rhetorical practice now often takes the form of projection loops that are accessible by gallery attendees at any point in the loop. Their basic building block is also the fragment, and the loop constitutes another circle of fragments. His 2016 work Belledonne uses the time Barthes spent in the sanatorium for tuberculosis treatment as the basis for the piece, its computer-generated imagery and textual intertitles. This article examines Barthes’s writings on pre-Socratic rhetoric, as well as his self-reflexive engagement with his own theorizing, combined with Burgin’s reconsideration of moving image work in gallery or museum spaces as attempts to offer potentially liberatory strategies for eluding rote use and effects of language, image and thought. (shrink)