All (33)- Philosophy - Computer Science - Psychology and Biology
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Mating Dances and the Evolution of Language: What's the Next Step?
(With Keyao Yang)
2017, Biology & Philosophy 32(6), 1289–1316 (13000 words)
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The Darwinian protolanguage hypothesis is one of the most popular theories of the evolution of human language. According to this hypothesis, language evolved through a three stage process involving general increases in intelligence, the emergence of grammatical structure as a result of sexual selection on protomusical songs, and finally the attachment of meaning to the components of those songs. The strongest evidence for the second stage of this process has been considered to be birdsong, and as a result researchers have investigated the existence of various forms of grammar in the production and comprehension of songs by birds. Here, we argue that mating dances are another relevant source of sexually-selected complexity that has until now been largely overlooked by proponents of Darwinian protolanguage, focusing especially on the dances of long-tailed manakins. We end by sketching several lines of research that should be pursued to determine the relevance of mating dances to the evolution of language.
Ravens Attribute Visual Access to Unseen Competitors
(With Thomas Bugnyar & Stephan Reber)
2016, Nature Communications (7), doi:10.1038/ncomms10506 (6000 words)
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Recent studies purported to demonstrate that chimpanzees, monkeys and corvids possess a basic Theory of Mind, the ability to attribute mental states like seeing to others. However, these studies remain controversial because they share a common confound: the conspecific's line of gaze, which could serve as an associative cue. Here, we show that ravens Corvus corax take into account the visual access of others, even when they cannot see a conspecific. Specifically, we find that ravens guard their caches against discovery in response to the sounds of conspecifics when a peephole is open but not when it is closed. Our results suggest that ravens can generalize from their own perceptual experience to infer the possibility of being seen. These findings confirm and unite previous work, providing strong evidence that ravens are more than mere behaviour-readers.
Transitional Gradation in the Mind: Rethinking Psychological Kindhood
2016, British Journal for the Philosophy of Science, 67(4), 1091-1115 (10,300 words)
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The functionalist approach to kinds has suffered recently due to its association with law-based approaches to induction and explanation. Philosophers of science increasingly view nomological approaches as inappropriate for the special sciences like psychology and biology, which has led to a surge of interest in approaches to natural kinds that are more obviously compatible with mechanistic and model-based methods, especially homeostatic property cluster theory. But can the functionalist approach to kinds be weaned off its dependency on laws? Dan Weiskopf has recently offered a reboot of the functionalist program by replacing its nomological commitments with a model-based approach more closely derived from practice in psychology. Roughly, Weiskopf holds that the natural kinds of psychology will be the functional properties that feature in many empirically successful cognitive models, and that those properties need not be localized to parts of an underlying mechanism. I here skeptically examine the three modeling practices that Weiskopf thinks introduce such non-localizable properties: fictionalization, reification, and functional abstraction. In each case, I argue that recognizing functional properties introduced by these practices as autonomous kinds comes at clear cost to those explanations' counterfactual explanatory power. At each step, a tempting functionalist response is parochialism: to hold that the false or omitted counterfactuals fall outside the modeler's explanatory aims, and so should not be counted against functional kinds. I conclude by noting the dangers this attitude poses to scientific disagreement, inviting functionalists to better articulate how the individuation conditions for functional kinds might outstrip the perspective of a single modeler.
A Property Cluster Theory of Cognition
2015, Philosophical Psychology 28(3) 307-336 (13,000 WORDS)
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Our prominent definitions of cognition are too vague and lack empirical grounding. They have not kept up with recent developments, and cannot bear the weight placed on them across many different debates. I here articulate and defend a more adequate theory. On this theory, behaviors under the control of cognition tend to display a cluster of characteristic properties, a cluster which tends to be absent from behaviors produced by non-cognitive processes. This cluster is reverse-engineered from the empirical tests that comparative psychologists use to determine whether a behavior was generated by a cognitive or a non-cognitive process. Cognition should be understood as the natural kind of psychological process that non-accidentally exhibits the properties assessed by these tests (as well as others we have not yet discovered). Finally, I review two plausible neural accounts of cognition's underlying mechanisms—one based in localization of function to particular brain regions and another based in the more recent distributed networks approach to neuroscience—which would explain why these properties non-accidentally cluster. While this notion of cognition may be useful for a number of debates, I here focus on its application to a recent crisis over the distinction between cognition and association in comparative psychology.
The Semantic Problem(s) with Research on Animal Mindreading
2014, Mind & Language 29(5) 566-589 (10,000 WORDS)
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Philosophers have worried that research on animal mind-reading faces a “logical problem”: the difficulty of experimentally determining whether animals represent mental states (e.g. seeing) or merely the observable evidence for those states (e.g. line-of-gaze). The most impressive attempt to confront this problem has been mounted recently by Robert Lurz (2009, 2011). However, Lurz’ approach faces its own logical problem, revealing this challenge to be a special case of the more general problem of distal content. Moreover, participants in this debate do not appear to agree on criteria for representation. As such, future debate on this question should either abandon the representational idiom or confront differences in underlying semantics.
Morgan's Canon, Meet Hume's Dictum:
Avoiding Anthropofabulation in Cross-Species Comparisons
2013, Biology & Philosophy 28(5) 853-871 (10,000 WORDS)
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For the most part, the Aesthetic Theory of Art—any theory of art claiming that the aesthetic is a descriptively necessary feature of art—has been repudiated, especially in light of what are now considered traditional counterexamples. We argue that the Aesthetic Theory of Art can effectively vitiate such counterexamples by abandoning aesthetic-feature possession by the artwork in favor of aesthetic-concept possession by the artist. This move productively re-frames and re-energizes the debate surrounding the relationship between art and the aesthetic. That is, we claim Aesthetic Theory so re-framed suggests that the aesthetic might have a central and substantial explanatory role to play within both traditional philosophical inquiries as well as recent and more empirical inquiries into the psychological and cognitive aspects of art and its practice. Finally, we discuss the directions this new work might take—by tying art theory to investigations of the distinctive sensorimotor capacities of artists, their specialized aesthetic conceptual schemata, and the ways these distinctive capacities and schemata contribute to the production of artworks.
In Search of Balance
2013, Biology & Philosophy 28(1) 145-152 (4,000 WORDS)
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Ontology evaluation poses a number of diffcult challenges requiring different evaluation methodologies, particularly for a "dynamic ontology" generated by a combination of automatic and semi-automatic methods. We review evaluation methods that focus solely on syntactic (formal) correctness, on the preservation of semantic structure, or on pragmatic utility. We propose two novel methods for dynamic ontology evaluation and describe the use of these methods for evaluating the different taxonomic representations that are generated at different times or with different amounts of expert feedback. These methods are then applied to the Indiana Philosophy Ontology (InPhO), and used to guide the ontology enrichment process.
Povinelli Weighs in on Human Uniqueness
2013, Evolution 67(3) 918-919 (1,000 WORDS)
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In The Ego Tunnel, Thomas Metzinger offers us an original and informed overview of the science and philosophy of consciousness. In contrast to his earlier books, Metzinger's discussion is aimed at not professional philosophers or scientists, but rather the wider public. The book's most distinctive contribution is Metzinger's visionary analysis of the future of consciousness research. Updating themes commonly associated with the Churchlands, Metzinger warns that this future research will grant us new capabilities to understand and manipulate our own conscious states, and we had better get ready.
Two Approaches to the Distinction Between Cognition and 'Mere Association'
2011, International Journal for Comparative Psychology 24(1) 1-35 (11,000 WORDS)
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The "wisdom of crowds" is accomplishing tasks that are cumbersome for individuals yet cannot be fully automated by means of specialized computer algorithms. One such task is the construction of thesauri and other types of concept hierarchies. Human expert feedback on the relatedness and relative generality of terms, however, can be aggregated to dynamically construct evolving concept hierarchies. The InPhO (Indiana Philosophy Ontology) project bootstraps feedback from volunteer users unskilled in ontology design into a precise representation of a specific domain. The approach combines statistical text processing methods with expert feedback and logic programming to create a dynamic semantic representation of the discipline of philosophy. In this paper, we show that results of comparable quality can be achieved by leveraging the workforce of crowdsourcing services such as the Amazon Mechanical Turk (AMT). In an extensive empirical study, we compare the feedback obtained from AMT's workers with that from the InPhO volunteer users providing an insight into qualitative differences of the two groups. Furthermore, we present a set of strategies for assessing the quality of different users when gold standards are missing. We finally use these methods to construct a concept hierarchy based on the feedback acquired from AMT workers.
How "Weak" Mindreaders Inherited the Earth
(with Adam Shriver, Stephen Crowley, and Colin Allen)
2009, Behavioral and Brain Sciences 32(2) 140-141 (1,000 WORDS)
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The Indiana Philosophy Ontology (InPhO) project is presented as one of the first social-semantic web endeavors which aims to bootstrap feedback from users unskilled in ontology design into a precise representation of a specific domain. Our approach combines statistical text processing methods with expert feedback and logic programming approaches to create a dynamic semantic representation of the discipline of philosophy. We describe the basic principles and initial experimental results of our system.
(with Mathias Niepert, Jaimie Murdock, and Colin Allen)
(with Mathias Niepert and Colin Allen)
(with Mathias Niepert and Colin Allen)
inpho: a system for collaboratively populating and extending a dynamic ontology
(with Mathias Niepert, Jaimie Murdock, and Colin Allen)
2009, bulletin of the ieee technical committee on digital libraries 5(1) (1,000 WORDS)
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InPhO is a system that combines statistical text processing, information extraction, human expert feedback, and logic programming to populate and extend a dynamic ontology for the field of philosophy. Integrated in the editorial work flow of the Stanford Encyclopedia of Philosophy (SEP), it will provide important metadata features such as automated generation of cross-references, semantic search, and ontology driven conceptual navigation.
The world is not flat: expertise and Inpho
(with Mathias Niepert and Colin Allen)
2008 Selected papers from the 9th Annual WebWise Conference. First Monday, 13(8)
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The Indiana Philosophy Ontology (InPhO) is a "dynamic ontology" for the domain of philosophy derived from human input and software analysis. The structured nature of the ontology supports machine reasoning about philosophers and their ideas. It is dynamic because it tracks changes in the content of the online Stanford Encyclopedia of Philosophy. This paper discusses ways of managing the varying expertise of people who supply input to the InPhO and provide feedback on the automated methods.
answer set programming to learn and populate dynamic ontologies
(with Mathias Niepert and Colin Allen)
2008 proceedings of 21st FLAIRS conference,. coconut grove, florida, Aaai press
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The next generation of online reference works will require structured representations of their contents in order to support scholarly functions such as semantic search, automated generation of cross-references, tables of contents, and ontology-driven conceptual navigation. Many of these works can be expected to contain massive amounts of data and be updated dynamically, which limits the feasibility of "manually" coded ontologies to keep up with changes in content. However, relationships relevant to inferring an ontology can be recovered from statistical text processing, and these estimates can be verified with carefully-solicited expert feedback. In this paper, we explain a method by which we have used answer set programming on such expert feedback to dynamically populate and partially infer an ontology for a well-established, open-access reference work, the Stanford Encyclopedia of Philosophy.
(with Mathias Niepert and Colin Allen)
(with Mathias Niepert and Colin Allen)
a dynamic ontology for a dynamic reference work
(with Mathias Niepert and Colin Allen)
2007 Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries (JCDL), Vancouver, British Columbia, pages 288-297, ACM Press
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This paper describes the design of new algorithms and the adjustment of existing algorithms to support the automated and semi-automated management of domain-rich metadata for an established digital humanities project, the Stanford Encyclopedia of Philosophy. Our approach starts with a "hand-built" formal ontology that is modified and extended by a combination of automated and semi-automated methods, thus becoming a "dynamic ontology". We assess the suitability of current information retrieval and information extraction methods for the task of automatically maintaining the ontology. We describe a novel measure of term-relatedness that appears to be particularly helpful for predicting hierarchical relationships in the ontology. We believe that our project makes a further contribution to information science by being the first to harness the collaboration inherent in a expert-maintained dynamic reference work to the task of maintaining and extending a formal ontology. We place special emphasis on the task of bringing domain expertise to bear on all phases of the development and deployment of the system, from the initial design of the software and ontology to its dynamic use in a fully operational digital reference work.
inpho: the indiana philosophy ontology
(with Mathias Niepert and Colin Allen)
Brief article in the APA Newsletter on Philosophy and Computers introducing the InPhO
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The goals of the Indiana Philosophy Ontology (InPhO) project are to build and maintain a "dynamic ontology" for the discipline of philosophy, and to deploy this ontology in a variety of digital philosophy applications. Automated information-retrieval methods are combined with human feedback to build and manage a machine-readable representation (i.e., a "formal ontology") of the relations among philosophical ideas and thinkers. The applications we hope to develop that will employ the ontology include automatic generation of cross-references for Stanford Encyclopedia of Philosophy (SEP) articles, semantic search of the SEP and other philosophical resources (including guided searching with Noesis), conceptual navigation through the SEP using information visualization techniques, and web access to the biographical and citational information contained in the InPhO. Moreover, we will archive the dynamically generated versions of the ontology.