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Ralf Klamma, Christian Haasler RWTH Aachen University SIG-KDD SNA Workshop, Henderson, NV August 24, 2008 Wikis as Social Networks: Evolution and Dynamics
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Agency & Patienthood  in Digital Networks
Motivation: Cross-Media Dynamic Network Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],i*-Dependencies (Structural, Cross-media) Members ( Social Network Analysis : Centrality, Efficiency) Network of Artifacts Microcontent, Blog entry ,  Message, Burst, Thread, Comment, Conversation,  Feedback (Rating) Network of Members Communities of practice Media Networks
Motivation: MediaBases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Klamma et al.: Pattern-Based Cross Media Social Network Analysis for Technology Enhanced Learning in Europe ,   EC-TEL  2006  www.prolearn-academy.org
WikiWatcher – System Design article Article pages, URLS, Revisions Tim Liz Joe 123.45.67.89 Authors RDB Stage 1: SAX-based Parser in PERL Stage 2: Dynamic Analysis and Visualization Wiki Network Data Metadata [[Article]] [[requested]] article [http://…] [[Article2]] Generating XML dump/export files Parsing wiki data/ database transfer Measurement Network Analysis Generating Networks Visualization [[never exists]]
Network Heterogeneity ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Importance of Network Actors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evolution of Shortest Paths ,[object Object],[object Object],[object Object]
Evolution of Author Networks ,[object Object],Author Network of German Wikia in July 2007 Author Network of German Wikia in August 2007
Some more Hypotheses in the Study Hypotheses (Author Networks) Result Weakening of the new author rate Approved only in some Wikis Quick creation of author communities around articles Approved Authorial leadership [Reagle07] Approved Anonymous vs. registered author rate Approved only in some Wikis Registered authors connect anonymous authors Approved only in some Wikis Hypotheses (Article Networks) Result Weakening of new article rate Approved only in some Wikis Correlation between article size and #revisions Approved Weakening of article size growth Approved Correlation between article size and #discussions Approved only in some Wikis clustering coefficient of article nodes densifies Approved
Conclusions & Outlook ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Wikis as Social Networks: Evolution and Dynamics

  • 1. Ralf Klamma, Christian Haasler RWTH Aachen University SIG-KDD SNA Workshop, Henderson, NV August 24, 2008 Wikis as Social Networks: Evolution and Dynamics
  • 2.
  • 3.
  • 4.
  • 5. WikiWatcher – System Design article Article pages, URLS, Revisions Tim Liz Joe 123.45.67.89 Authors RDB Stage 1: SAX-based Parser in PERL Stage 2: Dynamic Analysis and Visualization Wiki Network Data Metadata [[Article]] [[requested]] article [http://…] [[Article2]] Generating XML dump/export files Parsing wiki data/ database transfer Measurement Network Analysis Generating Networks Visualization [[never exists]]
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. Some more Hypotheses in the Study Hypotheses (Author Networks) Result Weakening of the new author rate Approved only in some Wikis Quick creation of author communities around articles Approved Authorial leadership [Reagle07] Approved Anonymous vs. registered author rate Approved only in some Wikis Registered authors connect anonymous authors Approved only in some Wikis Hypotheses (Article Networks) Result Weakening of new article rate Approved only in some Wikis Correlation between article size and #revisions Approved Weakening of article size growth Approved Correlation between article size and #discussions Approved only in some Wikis clustering coefficient of article nodes densifies Approved
  • 11.

Notas do Editor

  1. Sehr verehrte Mitglieder der Fachgruppe Informatik, meine Damen und Herren. Ich möchte sie auf das herzlichste zu meinen Vortrag „Social Software und Community Informationssysteme“ begrüßen. Meine Name ist Ralf Klamma und ich bin akademischer Oberrat am Lehrstuhl für Informatik 5.