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Vorträge und Posterpräsentationen (mit Tagungsband-Eintrag):

A. Delic, J. Neidhardt, T. Nguyen, F. Ricci, L. Rook, H. Werthner, M. Zanker:
"Observing Group Decision Making Processes";
Vortrag: 10th ACM Conference on Recommender Systems, Boston, MA, USA; 15.09.2016 - 19.09.2016; in: "Proceedings of the 10th ACM Conference on Recommender systems", ACM, (2016), ISBN: 978-1-4503-4035-9; S. 147 - 150.



Kurzfassung deutsch:
Most research on group recommender systems relies on the assumption that individuals have conflicting preferences; in order to generate group recommendations the system should identify a fair way of aggregating these preferences. Both empirical studies and theoretical frameworks have tried to identify the most effective preference aggregation techniques without coming to definite conclusions. In this paper, we propose to approach group recommendation from the group dynamics perspective and analyze the group decision making process for a particular task (in the travel domain). We observe several individual and group properties and correlate them to choice satisfaction. Supported by these initial results we therefore advocate for the development of new group recommendation techniques that consider group dynamics and support the full group decision making process.

Kurzfassung englisch:
Most research on group recommender systems relies on the assumption that individuals have conflicting preferences; in order to generate group recommendations the system should identify a fair way of aggregating these preferences. Both empirical studies and theoretical frameworks have tried to identify the most effective preference aggregation techniques without coming to definite conclusions. In this paper, we propose to approach group recommendation from the group dynamics perspective and analyze the group decision making process for a particular task (in the travel domain). We observe several individual and group properties and correlate them to choice satisfaction. Supported by these initial results we therefore advocate for the development of new group recommendation techniques that consider group dynamics and support the full group decision making process.


"Offizielle" elektronische Version der Publikation (entsprechend ihrem Digital Object Identifier - DOI)
http://dx.doi.org/10.1145/2959100.2959168

Elektronische Version der Publikation:
http://dl.acm.org/citation.cfm?id=2959168


Erstellt aus der Publikationsdatenbank der Technischen Universitšt Wien.