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  1. The Role of Naturalness in Concept Learning: A Computational Study.Igor Douven - 2023 - Minds and Machines 33 (4):695-714.
    This paper studies the learnability of natural concepts in the context of the conceptual spaces framework. Previous work proposed that natural concepts are represented by the cells of optimally partitioned similarity spaces, where optimality was defined in terms of a number of constraints. Among these is the constraint that optimally partitioned similarity spaces result in easily learnable concepts. While there is evidence that systems of concepts generally regarded as natural satisfy a number of the proposed optimality constraints, the connection between (...)
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  • Typicality and Graded Membership in Dimensional Adjectives.Steven Verheyen & Paul Égré - 2018 - Cognitive Science 42 (7):2250-2286.
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  • Subjectivity in gradable adjectives: The case of tall_ and _heavy.Steven Verheyen, Sabrina Dewil & Paul Égré - 2018 - Mind and Language 33 (5):460-479.
    We present an investigation of the ways in which speakers' subjective perspectives are likely to affect the meaning of gradable adjectives like tall or heavy. We present the results of a study showing that people tend to use themselves as a yardstick when ascribing these adjectives to human figures of varied measurements: subjects' height and weight requirements for applying tall and heavy are found to be positively correlated with their personal measurements. We draw more general lessons regarding the definition of (...)
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  • Can we Use Conceptual Spaces to Model Moral Principles?Steven Verheyen & Martin Peterson - 2020 - Review of Philosophy and Psychology 12 (2):373-395.
    Can the theory of conceptual spaces developed by Peter Gärdenfors and others be applied to moral issues? Martin Peterson argues that several moral principles can be construed as regions in a shared similarity space, but Kristin Shrader-Frechette and Gert-Jan Lokhorst question Peterson’s claim. They argue that the moral similarity judgments used to construct the space are underspecified and subjective. In this paper, we present new data indicating that moral principles can indeed be construed as regions in a multidimensional conceptual space (...)
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  • Same but Different: Providing a Probabilistic Foundation for the Feature-Matching Approach to Similarity and Categorization.Nina Poth - forthcoming - Erkenntnis:1-25.
    The feature-matching approach pioneered by Amos Tversky remains a groundwork for psychological models of similarity and categorization but is rarely explicitly justified considering recent advances in thinking about cognition. While psychologists often view similarity as an unproblematic foundational concept that explains generalization and conceptual thought, long-standing philosophical problems challenging this assumption suggest that similarity derives from processes of higher-level cognition, including inference and conceptual thought. This paper addresses three specific challenges to Tversky’s approach: (i) the feature-selection problem, (ii) the problem (...)
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  • Russian blues reveal the limits of language influencing colour discrimination.Jasna Martinovic, Galina V. Paramei & W. Joseph MacInnes - 2020 - Cognition 201 (C):104281.
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  • Editorial: Sensory Categories.Yasmina Jraissati - 2019 - Review of Philosophy and Psychology 10 (3):419-439.
  • A Multiple Definitions Model of Classification Into Fuzzy Categories.Thomas M. Gruenenfelder - 2019 - Frontiers in Psychology 10.
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  • What Verities May Be.Igor Douven & Lieven Decock - 2017 - Mind 126 (502):386-428.
    Edgington has proposed a solution to the sorites paradox in terms of ‘verities’, which she defines as degrees of closeness to clear truth. Central to her solution is the assumption that verities are formally probabilities. She is silent on what verities might derive from and on why they should be probabilities. This paper places Edgington’s solution in the framework of a spatial approach to conceptualization, arguing that verities may be conceived of as deriving from how our concepts relate to each (...)
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  • What are natural concepts? A design perspective.Igor Douven & Peter Gärdenfors - 2019 - Mind and Language (3):313-334.
    Conceptual spaces have become an increasingly popular modeling tool in cognitive psychology. The core idea of the conceptual spaces approach is that concepts can be represented as regions in similarity spaces. While it is generally acknowledged that not every region in such a space represents a natural concept, it is still an open question what distinguishes those regions that represent natural concepts from those that do not. The central claim of this paper is that natural concepts are represented by the (...)
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  • Scoring, truthlikeness, and value.Igor Douven - 2021 - Synthese 199 (3-4):8281-8298.
    There is an ongoing debate about which rule we ought to use for scoring probability estimates. Much of this debate has been premised on scoring-rule monism, according to which there is exactly one best scoring rule. In previous work, I have argued against this position. The argument given there was based on purely a priori considerations, notably the intuition that scoring rules should be sensitive to truthlikeness relations if, and only if, such relations are present among whichever hypotheses are at (...)
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  • Putting prototypes in place.Igor Douven - 2019 - Cognition 193 (C):104007.
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  • Conceptual spaces and the strength of similarity-based arguments.Igor Douven, Shira Elqayam, Peter Gärdenfors & Patricia Mirabile - 2022 - Cognition 218 (C):104951.
  • Cognitive metaphysics.Lieven Decock - 2018 - Frontiers in Psychology 11:1700.
    In recent years philosophers have been interested in the methodology of metaphysics. Most of these developments are related to formal work in logic or physics, often against the backdrop of the Carnap-Quine debate on ontology. Drawing on Quine’s later work, I argue that a psychological or cognitive perspective on metaphysical topics may be a valuable addition to contemporary metametaphysics. The method is illustrated by means of cognitive studies of the notions “identity,” “vagueness,” and “object” and is compared to other extant (...)
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  • Conceptual change and conceptual engineering: the case of colour concepts.Lieven Decock - 2021 - Inquiry: An Interdisciplinary Journal of Philosophy 64 (1-2):168-185.
    I analyse conceptual change and conceptual engineering in the special case of colour concepts. The case raises the prospects of conceptual engineering because a precise standard for measuring the amelioration of the structure of concepts is available. On the other hand, the study highlights the problems with controlling conceptual engineering pointed out by Cappelen. I argue that in the case of conceptual change of colour concepts varying degrees of optimization, design and control are possible. I submit that this observation can (...)
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  • Conceptual Spaces for Conceptual Engineering? Feminism as a Case Study.Lina Bendifallah, Julie Abbou, Igor Douven & Heather Burnett - forthcoming - Review of Philosophy and Psychology:1-31.
    Recently, there has been much research into conceptual engineering in connection with feminist inquiry and activism, most notably involving gender issues, but also sexism and misogyny. Our paper contributes to this research by explicating, in a principled manner, a series of other concepts important for feminist research and activism, to wit, feminist political identity terms. More specifically, we show how the popular Conceptual Spaces Framework (CSF) can be used to identify and regiment concepts that are central to feminist research, focusing (...)
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  • The rationality of vagueness.Igor Douven - forthcoming - In Richard Dietz (ed.), Vagueness and rationality. Springer.
  • Delving deeper into color space.Yasmina Jraissati & Igor Douven - 2018 - I-Perception 9 (4):1-27.
    So far, color-naming studies have relied on a rather limited set of color stimuli. Most importantly, stimuli have been largely limited to highly saturated colors. Because of this, little is known about how people categorize less saturated colors and, more generally, about the structure of color categories as they extend across all dimensions of color space. This article presents the results from a large Internet-based color-naming study that involved color stimuli ranging across all available chroma levels in Munsell space. These (...)
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