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Micro Modelling of User Perception and Generation Processes for Macro Level Predictions in Online Communities

  • The way information is presented to users in online community platforms has an influence on the way the users create new information. This is the case, for instance, in question-answering fora, crowdsourcing platforms or other social computation settings. To better understand the effects of presentation policies on user activity, we introduce a generative model of user behaviour in this paper. Running simulations based on this user behaviour we demonstrate the ability of the model to evoke macro phenomena comparable to the ones observed on real world data.

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Metadaten
Author:Felix Schwagereit, Thomas Gottron, Steffen Staab
URN:urn:nbn:de:kola-8249
Series (Volume no.):Arbeitsberichte, FB Informatik (2014,2)
Document Type:Part of Periodical
Language:English
Date of completion:2014/04/17
Date of publication:2014/04/17
Publishing institution:Universität Koblenz-Landau, Campus Koblenz, Universitätsbibliothek
Release Date:2014/04/17
Tag:Discussion Forums; Generative Model; Online Community
Number of pages:8 Seiten
Institutes:Fachbereich 4 / Fachbereich 4
Fachbereich 4 / Institute for Web Science and Technologies
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):License LogoEs gilt das deutsche Urheberrecht: § 53 UrhG