File:Constructionist Steps Towards an Autonomously Empathetic System.pdf
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[edit]DescriptionConstructionist Steps Towards an Autonomously Empathetic System.pdf |
English: Prior efforts to create an autonomous computer system capable of predicting what a human being is thinking or feeling from facial expression data have been largely based on outdated, inaccurate models of how emotions work that rely on many scientifically questionable assumptions. In our research, we are creating an empathetic system that incorporates the latest provable scientific understanding of emotions: that they are constructs of the human mind, rather than universal expressions of distinct internal states. Thus, our system uses a user-dependent method of analysis and relies heavily on contextual information to make predictions about what subjects are experiencing. Our system's accuracy and therefore usefulness are built on provable ground truths that prohibit the drawing of inaccurate conclusions that other systems could too easily make. |
Date | |
Source | Content available at arxiv.org (Dedicated link) (archive.org link) |
Author | Trevor Buteau, Damian Lyons |
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current | 04:07, 11 November 2018 | 1,650 × 1,275, 6 pages (4.6 MB) | Acagastya (talk | contribs) | User created page with UploadWizard |
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Short title | Towards an Autonomously Empathetic System (Anonymized Extended Abstract) |
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Software used | Word |
Conversion program | Mac OS X 10.13.5 Quartz PDFContext |
Encrypted | no |
Page size | 792 x 612 pts (letter) |
Version of PDF format | 1.3 |
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2 August 2018
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