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Computational Models of Emotion Inference in Theory of Mind: A Review and Roadmap
Topics in Cognitive Science 11 (2):338-357 (2019)
Abstract
An important, but relatively neglected, aspect of human theory of mind is emotion inference: understanding how and why a person feels a certain why is central to reasoning about their beliefs, desires and plans. The authors review recent work that has begun to unveil the structure and determinants of emotion inference, organizing them within a unified probabilistic framework.My notes
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Citations of this work
Cognition Without Neural Representation: Dynamics of a Complex System.Inês Hipólito - 2022 - Frontiers in Psychology 12.
Editors' Introduction: Computational Approaches to Social Cognition.Fiery Cushman & Samuel Gershman - 2019 - Topics in Cognitive Science 11 (2):281-298.
Emotivity in the Voice: Prosodic, Lexical, and Cultural Appraisal of Complaining Speech.Maël Mauchand & Marc D. Pell - 2021 - Frontiers in Psychology 11.
Rational inferences about social valuation.Tadeg Quillien, John Tooby & Leda Cosmides - 2023 - Cognition 239 (C):105566.
Theoretical, and epistemological challenges in scientific investigations of complex emotional states in animals.Yury V. M. Lages, Daniel C. Mograbi, Thomas E. Krahe & J. Landeira-Fernandez - 2020 - Consciousness and Cognition 84 (C):103003.
References found in this work
Vision: Variations on Some Berkeleian Themes.Robert Schwartz & David Marr - 1985 - Philosophical Review 94 (3):411.
Causality: Models, Reasoning and Inference.Christopher Hitchcock & Judea Pearl - 2001 - Philosophical Review 110 (4):639.
Appraisal Theories of Emotion: State of the Art and Future Development.Agnes Moors, Phoebe C. Ellsworth, Klaus R. Scherer & Nico H. Frijda - 2013 - Emotion Review 5 (2):119-124.
Action understanding as inverse planning.Chris L. Baker, Rebecca Saxe & Joshua B. Tenenbaum - 2009 - Cognition 113 (3):329-349.
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