TY - CHAP AU - Atzmueller, Martin A2 - Chin, Alvin A2 - Zhang, Daqing T1 - Social Behavior in Mobile Social Networks: Characterizing Links, Roles and Communities T2 - Mobile Social Networking: An Innovative Approach PB - Springer Verlag CY - Heidelberg, Germany PY - 2013/ VL - IS - SP - EP - UR - M3 - KW - 2013 KW - analysis KW - iteg KW - itegpub KW - l3s KW - media KW - network KW - social KW - venus L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Scholz, Christoph AU - Atzmueller, Martin AU - Kibanov, Mark AU - Stumme, Gerd A2 - T1 - How Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networks T2 - ASONAM PB - CY - PY - 2013/ M2 - VL - IS - SP - EP - UR - M3 - KW - 2013 KW - analysis KW - iteg KW - itegpub KW - l3s KW - link KW - myown KW - network KW - prediction KW - social L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Scholz, Christoph AU - Atzmueller, Martin AU - Kibanov, Mark AU - Stumme, Gerd A2 - T1 - How Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networks T2 - Advances in Social Networks Analysis and Mining (ASONAM), 2013 International Conference on PB - CY - Los Alamitos, CA, USA PY - 2013/ M2 - VL - IS - SP - EP - UR - M3 - KW - 2013 KW - analysis KW - iteg KW - itegpub KW - l3s KW - link KW - myown KW - network L1 - SN - N1 - N1 - AB - Understanding the process of link creation is rather important for link prediction in social networks. Therefore, this paper analyzes contact structures in networks of face-to-face spatial proximity, and presents new insights on the dynamic and static contact behavior in such real world networks.

We focus on face-to-face contact networks collected at different conferences using the social conference guidance system Conferator. Specifically, we investigate the strength of ties and its connection to triadic closures in face-to-face proximity networks. Furthermore, we analyze the predictability of all, new and recurring links at different points of time during the conference. In addition, we consider network dynamics for the prediction of new links. ER - TY - JOUR AU - Atzmueller, Martin T1 - Mining Social Media: Key Players, Sentiments, and Communities JO - WIREs: Data Mining and Knowledge Discovery PY - 2012/ VL - In Press IS - SP - EP - UR - M3 - KW - 2012 KW - analysis KW - community KW - data KW - detection KW - itegpub KW - mining KW - network KW - opinion KW - sentiment KW - social KW - venus KW - vikamine L1 - SN - N1 - N1 - AB - ER - TY - JOUR AU - Berendt, Bettina AU - Hotho, Andreas AU - Stumme, Gerd T1 - Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 JO - Web Semantics: Science, Services and Agents on the World Wide Web PY - 2010/ VL - 8 IS - 2-3 SP - 95 EP - 96 UR - http://www.sciencedirect.com/science/article/B758F-4YXK4HW-1/2/4cb514565477c54160b5e6eb716c32d7 M3 - DOI: 10.1016/j.websem.2010.04.008 KW - 2010 KW - data KW - introduction KW - itegpub KW - l3s KW - mining KW - myown KW - network KW - semantic KW - social KW - unik KW - web L1 - SN - N1 - N1 - AB - ER -