Group decision making via probabilistic belief merging


Potyka, Nico ; Acar, Erman ; Thimm, Matthias ; Stuckenschmidt, Heiner


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URL: https://ub-madoc.bib.uni-mannheim.de/40913
Additional URL: http://www.ijcai.org/Proceedings/16/Papers/510.pdf
URN: urn:nbn:de:bsz:180-madoc-409132
Document Type: Conference or workshop publication
Year of publication: 2016
Book title: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016
Page range: 3623-3629
Conference title: 25th International Joint Conference on Artificial Intelligence, IJCAI 2016
Location of the conference venue: New York, NY
Date of the conference: 9 July 2016
Publisher: Kambhampati, Subbarao
Place of publication: New York, NY
Publishing house: IJCAI/AAAI Press
ISBN: 978-1-57735-770-4
Related URLs: http://dblp.uni-trier.de/db/conf/ijcai/ijcai2016.html#PotykaATS16
Publication language: English
Institution: School of Business Informatics and Mathematics > Praktische Informatik II (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Keywords (English): Social Choice , Group Belief , Belief Merging , Knowledge Representation
Abstract: We propose a probabilistic-logical framework for group decision-making. Its main characteristic is that we derive group preferences from agents’ beliefs and utilities rather than from their individual preferences as done in social choice approaches. This can be more appropriate when the individual preferences hide too much of the individuals’ opinions that determined their preferences. We introduce three preference relations and investigate the relationships between the group preferences and in-dividual and subgroup preferences.

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Potyka, Nico ; Acar, Erman ; Thimm, Matthias ; Stuckenschmidt, Heiner Group decision making via probabilistic belief merging. Open Access Kambhampati, Subbarao 3623-3629 In: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016 (2016) New York, NY 25th International Joint Conference on Artificial Intelligence, IJCAI 2016 (New York, NY) [Conference or workshop publication]
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