This article offers a critical perspective on efforts to build computational models of human emotional processes. I argue that current computational scientists are missing an opportunity to bring simplicity and clarity to emotion research by adopting an overly literal interpretation of psychological theory. Rather, hearkening back to arguments from the early days of cognitive science, I suggest an approach of reinterpreting psychological phenomena through the lens of computation. I illustrate this approach through models of emotional dynamics and cultural differences.

Social judgment is a social inference process whereby an agent singles out individuals to blame or credit for multi-agent activities. Such inferences are a key aspect of social intelligence that underlie social planning, social learning, natural language pragmatics and computational models of emotion. With the advance of multi-agent interactive systems and the need of designing socially aware systems and interfaces to interact with people, it is increasingly important to model this human-centric form of social inference. Based on psychological attribution theory, (...) this paper presents a general computational framework to automate social inference based on an agent’s causal knowledge and observations of interaction. (shrink)

Affective computing adopts a computational approach to study affect. We highlight the AC approach towards automated affect measures that jointly model machine-readable physiological/behavioral signals with affect estimates as reported by humans or experimentally elicited. We describe the conceptual and computational foundations of the approach followed by two case studies: one on discrimination between genuine and faked expressions of pain in the lab, and the second on measuring nonbasic affect in the wild. We discuss applications of the measures, analyze measurement accuracy (...) and generalizability, and highlight advances afforded by computational tipping points, such as big data, wearable sensing, crowdsourcing, and deep learning. We conclude by advocating for increasing synergies between AC and affective science and offer suggestions toward that direction. (shrink)

Advances in artificial intelligence and computer graphics digital technologies have contributed to a relative increase in realism in virtual characters. Preserving virtual characters’ communicative realism, in particular, joined the ranks of the improvements in natural language technology, and animation algorithms. This paper focuses on culturally relevant paralinguistic cues in nonverbal communication. We model the effects of an English-speaking digital character with different accents on human interactants (i.e., users). Our cultural influence model proposes that paralinguistic realism, in the form of accented (...) speech, is effective in promoting culturally congruent cognition only when it is self-relevant to users. For example, a Chinese or Middle Eastern English accent may be perceived as foreign to individuals who do not share the same ethnic cultural background with members of those cultures. However, for individuals who are familiar and affiliate with those cultures (i.e., in-group members who are bicultural), accent not only serves as a motif of shared social identity, it also primes them to adopt culturally appropriate interpretive frames that influence their decision making. (shrink)

I begin by expressing my sincere thanks to my critics for taking time from their own impressive projects in epistemology to consider mine. Often, in reading their criticisms, I had the feeling of having received more help than I really wanted! But the truth of the matter is that we learn best by making mistakes, and I appreciate the conscientious attention to my work that my critics have shown.

This essay is an attempt to consider the possibility of an ethical encounter between childhood and philosophy in philosophy for children (P4C). The difficulty that P4C faces in its endeavor to introduce childhood and philosophy to one another is not only cognitive in nature, but ethical as well. The child is an Other whose future points beyond me, towards a reality that I will never get to experience. The question which I am interested in answering here is: how do I (...) philosophically interact with a child in such a way as to not overshadow its radical otherness? In other words, how can I—and other P4C practitioners—face childhood ethically? (shrink)

What contribution can political philosophers make to policy questions, such as the best configuration of the welfare state? On one view, political philosophers set out abstract theories of justice that can guide policy makers in their attempt to transform existing institutions. Yet it rarely seems the case that such a model is used in practice, and it therefore becomes unclear how political philosophy can contribute to policy debates. Following a suggestion from Margaret MacDonald, I consider the view that political philosophers (...) can contribute by drawing attention to relatively neglected values. I develop this view to add the possibility that political philosophers can try to correct a situation in which a particular value, though important, can come to be too highly emphasised. I illustrate the account by considering the rise of the value of ‘responsibility’ in the welfare state, and ultimately the damage that has been done to society to disadvantaged groups by the over-insistence on the importance of responsibility. (shrink)

The field of cognitive modeling has progressed beyond modeling cognition in the context of simple laboratory tasks and begun to attack the problem of modeling it in more complex, realistic environments, such as those studied by researchers in the field of human factors. The problems that the cognitive modeling community is tackling focus on modeling certain problems of communication and control that arise when integrating with the external environment factors such as implicit and explicit knowledge, emotion, cognition, and the cognitive (...) system. These problems must be solved in order to produce integrated cognitive models of moderately complex tasks. Architectures of cognition in these tasks focus on the control of a central system, which includes control of the central processor itself, initiation of functional processes, such as visual search and memory retrieval, and harvesting the results of these functional processes. Because the control of the central system is conceptually different from the internal control required by individual functional processes, a complete architecture of cognition must incorporate two types of theories of control: Type 1 theories of the structure, functionality, and operation of the controller, and type 2 theories of the internal control of functional processes, including how and what they communicate to the controller. This book presents the current state of the art for both types of theories, as well as contrasts among current approaches to human-performance models. It will be an important resource for professional and student researchers in cognitive science, cognitive-engineering, and human-factors.Contributors: Kevin A. Gluck, Jerry T. Ball, Michael A. Krusmark, Richard W. Pew, Chris R. Sims, Vladislav D. Veksler, John R. Anderson, Ron Sun, Nicholas L. Cassimatis, Randy J. Brou, Andrew D. Egerton, Stephanie M. Doane, Christopher W. Myers, Hansjorg Neth, Jeremy M Wolfe, Marc Pomplun, Ronald A. Rensink, Hansjorg Neth, Chris R. Sims, Peter M. Todd, Lael J. Schooler, Wai-Tat Fu, Michael C. Mozer, Sachiko Kinoshita, Michael Shettel, Alex Kirlik, Vladislav D. Veksler, Michael J. Schoelles, Jerome R. Busemeyer, Eric Dimperio, Ryan K. Jessup, Jonathan Gratch, Stacy Marsella, Glenn Gunzelmann, Kevin A. Gluck, Scott Price, Hans P. A. Van Dongen, David F. Dinges, Frank E. Ritter, Andrew L. Reifers, Laura Cousino Klein, Michael J. Schoelles, Eva Hudlicka, Hansjorg Neth, Christopher W. Myers, Dana Ballard, Nathan Sprague, Laurence T. Maloney, Julia Trommershauser, Michael S. Landy, A. Hornof, Michael J. Schoelles, David Kieras, Dario D. Salvucci, Niels Taatgen, Erik M. Altmann, Richard A. Carlson, Andrew Howes, Richard L. Lewis, Alonso Vera, Richard P. Cooper, and Michael D. Byrne. (shrink)

In this paper I consider what might be my best response to various difficulties and challenges that emerged at a conference held at the University of Kent in December 2004, the contributions to which are given in the same volume. I comment on Crisp's distinction between ultimate and non-ultimate reasons, and reply to McKeever and Ridge on default reasons, and to Norman on the idea of a reason for action. I don't here consider what other particularists might want to say; (...) I certainly don't think that my way of doing these things is the only possible one, but not surprisingly I am interested in seeing what resources it might have to defend itself. (shrink)

In this paper I argue that presentism —the view that only present objects exist—can be motivated, at least to some degree, by virtue of the fact that it is more quantitatively parsimonious than rival views.

The knowledge norm of assertion is mainly in competition with a high probability or rational credibility norm. The argument for the knowledge norm that I offer turns on cases in which a hearer responds to a speaker's assertion by asserting another sentence that would lower the probability of the speaker's assertion, were its probability less than one. In cases like this, though with qualifications, is the hearer's contribution a challenge to the speaker's assertion or complementary to it? My answer is (...) the latter, and that only the knowledge norm yields that answer.The cases that I rely on follow from an elementary probability relation, though one that is inconsistent with the still influential relevance criterion for confirmation and evidence . Assume, for illustrative purposes, that p is in your belief corpus, as a consequence of your believing ∨ ∨ . 1 You learn that ∼ & ∼ , which would lessen the probability of p, were its probability less than one, 2 since it eliminates two rows of the truth-table in which p holds. What conclusion do you reach about p?Rather than withdrawing p, you acquire the belief that p & ∼ s & ∼ r, even though Formula where pr would be the subjective or epistemic probability of p on a probabilistic view of the knowledge norm before learning ∼ & ∼ . Instead of withdrawal …. (shrink)

:Advocates of social equality need to develop an account of the society they favor. I have argued elsewhere that social equality should be conceived negatively: in terms of opposition to asymmetric and alienating relations such as hierarchy, domination and social exclusion, rather than in terms of a positive model of equality. This essay looks in detail at social exclusion, or rather “differential social inclusion,” and especially at the mechanisms that create exclusion and bind excluded groups together, and the consequent effects (...) these mechanisms have on the reinforcement of inequality of opportunity and failure of social solidarity. Possible policies, such as improved social mobility, assertive self-affirmation, validation of subcultures, integration, and the creation of a large public sector are considered as possible responses to differential social inclusion in order to move closer to the idea of a society of equals. (shrink)

This article explains Hume's conception of the imagination and its relations to our other faculties of thought, highlighting the continuities and discontinuities between his views and those of his Early Modern predecessors. It then presents some of the basic functions that Hume thinks the imagination performs, and surveys some highlights of his science of man, showing how he uses the imagination’s basic functions to explain several important mental phenomena; examines “fictions of the imagination,” which have an important place in his (...) science of man; examines his view that whatever we can clearly imagine is possible; and discusses the relationship between Hume’s theory of the imagination and his skepticism. (shrink)

Johnson-Laird and Byrne present a theory of conditional inference based upon the manipulation of mental models. In the present paper, the theory is critically examined with regard to its ability to account for psychological data, principally with respect to the rate at which people draw the four basic inferences of modus ponens, denial of the antecedent, affirmation of the consequent and modus tollens. It is argued first that the theory is unclear in its definition and in particular with regard to (...) predictions of problem difficulty. Clarification and specification of principles are consequently provided here. Next, it is argued that there are a number of phenomena in the conditional reasoning literature for which the theory cannot account in its present form. Specifically, the relatively frequency of DA and AC inferences on affirmative conditionals is not as predicted by the theory, differences occur between inferences on if then and only if rules beyond the capacity of the theory to explain and there is no account of the “negative conclusion bias” observed when negated components are introduced into the rules. A number of revisions to the mental model theory of conditional reasoning are proposed in order to account for these findings. (shrink)

I argue that views of human rationality are strongly affected by the adoption of a two minds theory in which humans have an old mind which evolved early and shares many features of animal cognition, as well as new mind which evolved later and is distinctively developed in humans. Both minds have a form of instrumental rationality—striving for the attainment of goals—but by very different mechanisms. The old mind relies on a combination of evolution and experiential learning, and is therefore (...) driven entirely by repeating behaviours which succeeded in the past. The new mind, however, permits the solution of novel problems by reasoning about the future, enabling consequential decision making. I suggest that the concept of epistemic rationality—striving for true knowledge—can only usefully be applied to the new mind with its access to explicit knowledge and beliefs. I also suggest that we commonly interpret behaviour as irrational when the old mind conflicts with the new and frustrates the goals of the conscious person. (shrink)

A major work in moral philosophy by the noted Puritan divine.

Health‐related Quality of Life measures have recently been attacked from two directions, both of which criticize the preference‐based method of evaluating health states they typically incorporate. One attack, based on work by Daniel Kahneman and others, argues that ‘experience’ is a better basis for evaluation. The other, inspired by Amartya Sen, argues that ‘capability’ should be the guiding concept. In addition, opinion differs as to whether health evaluation measures are best derived from consultations with the general public, with patients, or (...) with health professionals. And there is disagreement about whether these opinions should be solicited individually and aggregated, or derived instead from a process of collective deliberation. These distinctions yield a wide variety of possible approaches, with potentially differing policy implications. We consider some areas of disagreement between some of these approaches. We show that many of the perspectives seem to capture something important, such that it may be a mistake to reject any of them. Instead we suggest that some of the existing ‘instruments’ designed to measure HR QoLs may in fact successfully already combine these attributes, and with further refinement such instruments may be able to provide a reasonable reconciliation between the perspectives. (shrink)

This paper has two goals: first, to show that the footnote and structure of App. 20, to which too little careful attention has been given, ultimately undermine a great many interpretations of Hume’s dissatisfaction with his theory of personal identity; and second, to offer an interpretation that both heeds these textual features and (unlike other interpretations consistent with these features) renders Hume worried about something that would have truly bothered him. Hume’s problem, I contend, concerns the relation, in his genetic (...) explanation of ideas such as that of the self, between (i) the objects of the perceptions along which there is a smooth and uninterrupted progress of thought, and (ii) the contents of the ideas that the mind in such cases sometimes subsequently invents. (shrink)

Matching bias in conditional reasoning consists of a tendency to select as relevant cases whose lexical content matches that referred to in the conditional statement, regardless of the presence of negatives. Evans demonstrated that use of explicit rather than implicit negative cases markedly reduced the matching bias effect on the conditional truth table task. In apparent contrast, recent studies of explicit negation on the Wason selection task have failed to find evidence of logical facilitation. Experiment 1 of the present study (...) strongly replicated the Evans findings and extended them to three forms of conditional statement. Experiments 2 and 3 showed further that the use of explicit negatives removed completely the matching bias effect on the Wason selection task. However, consistent with other recent studies, this elimination of bias didnotlead to facilitation of correct responding. The findings are interpreted as providing evidence that matching bias reflects a linguistically cued relevance effect. (shrink)

Various influential ethical theories propose that we should strive to develop morally sound character traits, either because good actions are those that issue from good character traits, or because good traits are those that generally incline us toward actions that are good for some independent reason such as the intentions with which they are performed or the consequences of performing them. This proposal obviously raises questions about the nature and origins of character traits, and our degree of control over them. (...) For if we cannot develop our traits then this proposal should be abandoned, and if we can then we need to know how this is best achieved. (shrink)

in Risk: Philosophical Perspectives ed Tim Lewens, Routledge.

Innovation in basic science is often a cause for won­der and excitement. Those associated with a new development are quick to point out the anticipated benefits: a cure for cancer or dementia, an end to unsafe water or hunger. These advocates are slower to draw at­tention to the possible costs, which may become known only much later. It is always hard to have an accurate overview, as it is almost impossible to predict the total effects of the widespread adoption of (...) any new technology and, especially, its longer‐term or cumulative effects, as as­bestos and CFCs demonstrate. For this reason, some policy‐makers or members of the public hope that we can apply “the precautionary principle” to innovation. Unfortunately, if one is looking for a principle that can guide action, then, strictly speaking, there is no pre­cautionary principle. One might better speak of a “pre­cautionary approach,” although even this needs to be unpacked. (shrink)

Serena Olsaretti brings together new essays by leading moral and political philosophers on the nature of desert and justice, their relations with each other and with other values.