•  20
    Letters to the Editor
    with Michael Kerlin and Eleanor Wittrup
    Proceedings and Addresses of the American Philosophical Association 75 (2). 2001.
  •  928
    18 Ethical Issues in Chronic Pain Research
    with Robert J. Gatchel and Perry N. Fuchs
    In B. L. Gant & M. E. Schatman (eds.), Ethical Issues in Chronic Pain Management, . pp. 295. 2006.
    As the above quote clearly highlights, it is the responsibility of researchers and research supervisors to be certain that their research staff and students assistants are very familiar with all of the ethical principles and current standards relevant to the research they are conducting. Indeed, they must take an active role in being certain that their research staff and students complete appropriate training in these ethical principles and standards, and how they apply them to the research cont…Read more
  •  217
    Machine morality: bottom-up and top-down approaches for modelling human moral faculties (review)
    with Wendell Wallach and Iva Smit
    AI and Society 22 (4): 565-582. 2008.
    The implementation of moral decision making abilities in artificial intelligence (AI) is a natural and necessary extension to the social mechanisms of autonomous software agents and robots. Engineers exploring design strategies for systems sensitive to moral considerations in their choices and actions will need to determine what role ethical theory should play in defining control architectures for such systems. The architectures for morally intelligent agents fall within two broad approaches: th…Read more
  •  243
    A Conceptual and Computational Model of Moral Decision Making in Human and Artificial Agents
    with Wendell Wallach and Stan Franklin
    Topics in Cognitive Science 2 (3): 454-485. 2010.
    Recently, there has been a resurgence of interest in general, comprehensive models of human cognition. Such models aim to explain higher-order cognitive faculties, such as deliberation and planning. Given a computational representation, the validity of these models can be tested in computer simulations such as software agents or embodied robots. The push to implement computational models of this kind has created the field of artificial general intelligence (AGI). Moral decision making is arguabl…Read more
  •  291
    The close kinship between humans, chimpanzees, gorillas, and orangutans is a central theme among participants in the debate about human treatment of the other apes. Empathy is probably the single most important determinant of actual human moral behavior, including the treatment of nonhuman animals. Given the applied nature of questions about the treatment of captive apes, it is entirely appropriate that the close relationship between us should be highlighted. But the role that relatedness should…Read more
  •  174
    Ethics and the science of animal minds
    Theoretical Medicine and Bioethics 27 (4): 375-394. 2006.
    Ethicists have commonly appealed to science to bolster their arguments for elevating the moral status of nonhuman animals. I describe a framework within which I take many ethicists to be making such appeals. I focus on an apparent gap in this framework between those properties of animals that are part of the scientific consensus, and those to which ethicists typically appeal in their arguments. I will describe two different ways of diminishing the appearance of the gap, and argue that both of th…Read more
  •  624
    In this paper we look at the manual analysis of arguments and how this compares to the current state of automatic argument analysis. These considerations are used to develop a new approach combining a machine learning algorithm to extract propositions from text, with a topic model to determine argument structure. The results of this method are compared to a manual analysis.
  •  437
    Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library
    with Jaimie Murdock, Katy Börner, Robert Light, Simon McAlister, Andrew Ravenscroft, Robert Rose, Doori Rose, Jun Otsuka, David Bourget, John Lawrence, and Chris Reed
    PLoS ONE 12 (9). 2017.
    We show how faceted search using a combination of traditional classification systems and mixed-membership topic models can go beyond keyword search to inform resource discovery, hypothesis formulation, and argument extraction for interdisciplinary research. Our test domain is the history and philosophy of scientific work on animal mind and cognition. The methods can be generalized to other research areas and ultimately support a system for semi-automatic identification of argument structures. We…Read more
  •  129
    A Perceptual Account of Symbolic Reasoning
    Frontiers in Psychology 5. 2014.
    People can be taught to manipulate symbols according to formal mathematical and logical rules. Cognitive scientists have traditionally viewed this capacity—the capacity for symbolic reasoning—as grounded in the ability to internally represent numbers, logical relationships, and mathematical rules in an abstract, amodal fashion. We present an alternative view, portraying symbolic reasoning as a special kind of embodied reasoning in which arithmetic and logical formulae, externally represented as …Read more
  •  352
    Artificial morality: Top-down, bottom-up, and hybrid approaches (review)
    with Iva Smit and Wendell Wallach
    Ethics and Information Technology 7 (3): 149-155. 2005.
    A principal goal of the discipline of artificial morality is to design artificial agents to act as if they are moral agents. Intermediate goals of artificial morality are directed at building into AI systems sensitivity to the values, ethics, and legality of activities. The development of an effective foundation for the field of artificial morality involves exploring the technological and philosophical issues involved in making computers into explicit moral reasoners. The goal of this paper is t…Read more
  •  418
    Animal Behavior
    In Michael Ruse (ed.), The Oxford Handbook of Philosophy of Biology, Oxford University Press. pp. 327--348. 2008.
    Few areas of scientific investigation have spawned more alternative approaches than animal behavior: comparative psychology, ethology, behavioral ecology, sociobiology, behavioral endocrinology, behavioral neuroscience, neuroethology, behavioral genetics, cognitive ethology, developmental psychobiology---the list goes on. Add in the behavioral sciences focused on the human animal, and you can continue the list with ethnography, biological anthropology, political science, sociology, psychology (c…Read more
  •  14
    Nature’s Purposes: Analyses of Function and Design in Biology (edited book)
    with Marc Bekoff and George V. Lauder
    The MIT Press. 1997.
    This volume provides a guide to the discussion among biologists and philosophersabout the role of concepts such as function and design in an evolutionary understanding oflife.
  •  15
    Logic primer
    MIT Press. 2022.
    Presents a self-contained introduction to logic suitable for majors and nonmajors, and can be covered entirely in a one-semester course. Natural deduction systems of sentential logic and of first-order logic, truth tables, and the basic ideas of model theory are presented without superfluous discussion.
  •  90
    Framing robot arms control
    Ethics and Information Technology 15 (2): 125-135. 2013.
    The development of autonomous, robotic weaponry is progressing rapidly. Many observers agree that banning the initiation of lethal activity by autonomous weapons is a worthy goal. Some disagree with this goal, on the grounds that robots may equal and exceed the ethical conduct of human soldiers on the battlefield. Those who seek arms-control agreements limiting the use of military robots face practical difficulties. One such difficulty concerns defining the notion of an autonomous action by a ro…Read more
  •  60
    Evolving Phenomenal Consciousness
    Anthropology and Philosophy 6 (1-2). 2005.
  •  178
    The application of digital humanities techniques to philosophy is changing the way scholars approach the discipline. This paper seeks to open a discussion about the difficulties, methods, opportunities, and dangers of creating and utilizing a formal representation of the discipline of philosophy. We review our current project, the Indiana Philosophy Ontology (InPhO) project, which uses a combination of automated methods and expert feedback to create a dynamic computational ontology for the disci…Read more
  •  433
    A Tale of Two Froggies
    Canadian Journal of Philosophy 31 (sup1): 104-115. 2001.
    In this paper I argue that selection of the best theory of content is not a matter for mere philosophical reflection on the consequences of each theory for our intuitive judgments about content. Rather, the theories must be judged in a different way that is based on the putative roles of content attribution in the behavioural sciences. The ultimate test of any theory of content will be the success of the sciences that adopt it. Furthermore, alternative semantic theories may be seen as complement…Read more
  •  5
    Transitive inference in animals: Reasoning or conditioned associations?
    In Susan Hurley & Matthew Nudds (eds.), Rational Animals?, Oxford University Press. 2006.
  •  119
    Animal cognition and animal minds
    In Martin Carrier & Peter K. Machamer (eds.), Mindscapes: Philosophy, Science, and the Mind, Pittsburgh University Press. 1997.
    Psychology, according to a standard dictionary definition, is the science of mind and behavior. For a major part of the twentieth century, (nonhuman) animal psychology was on a behavioristic track that explicitly denied the possibility of a science of animal mind. While many comparative psychologists remain wedded to behavioristic methods, they have more recently adopted a cognitive, information-processing approach that does not adhere to the strictures of stimulus-response explanations of anima…Read more
  •  520
    This is an incomplete entry that should be mapped to ALLTII on this site (see link below)
  •  91
    Models, Mechanisms, and Animal Minds
    Southern Journal of Philosophy 52 (S1): 75-97. 2014.
    In this paper, I describe grounds for dissatisfaction with certain aspects of the sciences of animal cognition and argue that a turn toward mathematical modeling of animal cognition is warranted. I consider some objections to this call and argue that the implications of such a turn are not as drastic for ordinary, commonsense understanding of animal minds as they might seem
  •  129
    Recognizing group cognition
    with Georg Theiner and Robert L. Goldstone
    Cognitive Systems Research 11 (4): 378-395. 2010.
    In this paper, we approach the idea of group cognition from the perspective of the “extended mind” thesis, as a special case of the more general claim that systems larger than the individual human, but containing that human, are capable of cognition (Clark, 2008; Clark & Chalmers, 1998). Instead of deliberating about “the mark of the cognitive” (Adams & Aizawa, 2008), our discussion of group cognition is tied to particular cognitive capacities. We review recent studies of group problem-solving a…Read more
  •  41
    Comparative cognitive studies, not folk phylogeny, please
    Behavioral and Brain Sciences 19 (1): 122-123. 1996.
    Barresi & Moore (B&M) provide a useful tool for the comparative study of social cognition that could, however, be improved by more subtle analysis of first person information about intentional relations. Knowledge of misrepresentation also needs to be better handled within the theory. I urge skepticism about B&M's sweeping phylogenetic claims.
  •  65
    Cognitive ethology: Slayers, skeptics, and proponents
    with Marc Bekoff
    In R. Mitchell, Nicholas S. Thompson & H. L. Miles (eds.), Anthropomorphism, Anecdotes, and Animals, Suny Press. pp. 313--334. 1997.
  •  196
    Animal play and the evolution of morality: An ethological approach
    with Marc Bekoff
    Topoi 24 (2): 125-135. 2005.
      In this paper we argue that there is much to learn about “wild justice” and the evolutionary origins of morality – behaving fairly – by studying social play behavior in group-living mammals. Because of its relatively wide distribution among the mammals, ethological investigation of play, informed by interdisciplinary cooperation, can provide a comparative perspective on the evolution of ethical behavior that is broader than is provided by the usual focus on primate sociality. Careful analysis …Read more
  •  167
    The discovery of animal consciousness: An optimistic assessment (review)
    Journal of Agricultural and Environmental Ethics 10 (3): 217-225. 1997.