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Practical reasoning about complex activities
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (User Interaction and Knowledge Modelling)ORCID-id: 0000-0002-6035-800X
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap.
2017 (Engelska)Ingår i: Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection / [ed] Yves Demazeau, Paul Davidsson, Javier Bajo, Zita Vale, Cham: Springer International Publishing AG , 2017, s. 82-94Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In this paper, we present an argument-based mechanism to generate hypotheses about belief-desire-intentions on dynamic and complex activities of a software agent. We propose to use a composed structure called activity as unit for agent deliberation analysis, maintaining actions, goals and observations of the world always situated into a context. Activity transformation produces changes in the knowledge base activity structure as well in the agent’s mental states. For example, in car driving as a changing activity, experienced and novice drivers have a different mental attitudes defining distinct deliberation processes with the same observations of the world. Using a framework for understanding activities in social sciences, we endow a software agent with the ability of deliberate, drawing conclusion about current and past events dealing with activity transformations. An argument-based deliberation is proposed which progressively reason about activity segments in a bottom-up manner. Activities are captured as extended logic programs and hypotheses are built using an answer-set programming approach. We present algorithms and an early-stage implementation of our argument-based deliberation process.

Ort, förlag, år, upplaga, sidor
Cham: Springer International Publishing AG , 2017. s. 82-94
Serie
Lecture Notes in Computer Science, ISSN 0302-9743 ; 10349
Nyckelord [en]
Practical reasoning, Agents, Complex activity, Argumentation, Deliberation, Tool
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
URN: urn:nbn:se:umu:diva-141041DOI: 10.1007/978-3-319-59930-4_7ISBN: 978-3-319-59929-8 (tryckt)ISBN: 978-3-319-59930-4 (digital)OAI: oai:DiVA.org:umu-141041DiVA, id: diva2:1151210
Konferens
15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017
Tillgänglig från: 2017-10-23 Skapad: 2017-10-23 Senast uppdaterad: 2018-06-09Bibliografiskt granskad

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Förlagets fulltexthttps://link.springer.com/chapter/10.1007/978-3-319-59930-4_7

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Guerrero, EstebanLindgren, Helena

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