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A Framework for Representing Action Meaning in Artificial Systems via Force Dimensions
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre.ORCID iD: 0000-0002-1227-6843
Lund University Cognitive Science, Lund University, S-221 00 Lund, Sweden.
2012 (English)In: Artificial General Intelligence: 5th International Conference, AGI 2012, Oxford, UK, December 8-11, 2012. Proceedings / [ed] Joscha Bach, Ben Goertzel, Matthew Iklé, Heidelberg, Dordrecht, London, New York: Springer Berlin/Heidelberg, 2012, 99-106 p.Conference paper, (Refereed)
Abstract [en]

General (human) intelligence critically includes understanding human action, both action production and action recognition. Human actions also convey social signals that allow us to predict the actions of others (intent) as well as the physical and social consequences of our actions. What's more, we are able to talk about what we (and others) are doing. We present a framework for action recognition and communication that is based on access to the force dimensions that constrain human actions. The central idea here is that forces and force patterns constitute vectors in conceptual spaces that can represent actions and events. We conclude by pointing to the consequences of this view for how artificial systms could be made to understand and communicate bout actions.

Place, publisher, year, edition, pages
Heidelberg, Dordrecht, London, New York: Springer Berlin/Heidelberg, 2012. 99-106 p.
Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743 ; 7716 LNAI
Keyword [en]
Intentions, actions, conceptual spaces, force, action representation, concepts, categorization, events
National Category
Computer and Information Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-6925DOI: 10.1007/978-3-642-35506-6_11Scopus ID: 2-s2.0-84871383178ISBN: 978-3-642-35505-9 ISBN: 978-3-642-35506-6 OAI: oai:DiVA.org:his-6925DiVA: diva2:578365
Conference
5th International Conference on Artificial General Intelligence, AGI 2012; Oxford; 8 December 2012 through 11 December 2012
Available from: 2012-12-18 Created: 2012-12-18 Last updated: 2015-01-26Bibliographically approved

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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