The impact of measurement time on subgroup detection in online communities

Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012

Volumn , Issue , 2012, Pages 389-394

  Zeini, Sam ^a   Göhnert, Tilman ^a   Hoppe, Ulrich ^a   Krempel, Lothar ^b  

^a UNIVERSITY OF DUISBURG ESSEN   (Germany)

^b MAX PLANCK INSTITUTE FOR THE STUDY OF SOCIETIES   (Germany)

Author keywords

Clique percolation method; Clustering; Community detection; K cliques; Time dimension

Indexed keywords

CLIQUE PERCOLATION; CLUSTERING; COMMUNITY DETECTION; K-CLIQUES; TIME DIMENSION;

COMMUNICATION; ONLINE SYSTEMS; POPULATION DYNAMICS; SOLVENTS; VEHICLE ROUTING;

SOCIAL NETWORKING (ONLINE);

EID: 84874269666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASONAM.2012.70     Document Type: Conference Paper

References (18)

1. S. Wasserman, and K. Faust, Social Network Analysis: Methods and Applications. CUP, 1994.
2. A. Harrer, S. Zeini, and S. Ziebarth, Visualisation of the Dynamics for Longitudinal Analysis of Computer-mediated Social Networks-concept and Exemplary Cases, in N. Memon, and R. Alhajj (Eds.), From Sociology to Computing in Social Networks. Theory, Foundations and Applications. Series: Lecture Notes in Social Networks, Vol. 1, Springer. 2010.
3. R. S. Burt, Structural holes and good ideas. American Journal of Sociology, 110(2), 349-399, September 2004.
4. L. Fleming and, D. M. Waguespack, Brokerage, boundary spanning, and leadership in Open Innovation communities. Organization Science 18 (2), 165-180, March-April 2007.
5. D. Stark, and B. Vedres, Structural Folds: Generative disruption in overlapping groups, American Journal of Sociology, January 2010, 15(4).
6. G. Palla, I. Derényi, I. Farkas, and T. Vicsek, Uncovering the overlapping community structure of complex networks in nature and society. Nature 435(7043):814-8, 2005.
7. T. Falkowski, Community Analysis in Dynamic Social Networks. Sierke, 2009.
8. H. R. Bernard, P. D. Killworth, and L. Sailer. Informant accuracy in social network research IV: A comparison of clique-level structure in behavioral and cognitive data. Social Networks 2:191-218. 1980.
9. R. I. M. Dunbar, Coevolution of neocortical size, group size and language in humans, in: Behavioral and Brain Sciences. 16 (4), S. 681- 735. 1993.
10. Ch. Stegbauer, and A. Rausch, Moving Structure: Möglichkeiten der positionalen Analyse von Verlaufsdaten am Beispiel von Mailinglisten. S.75-98, in: U. Serdült, and V. Täube (Eds), Applications in Social Network Analysis. "Züricher Politik- und Evaluationsstudien". 2005.
11. M.Trier, and A. Bobrik, Analyzing the Dynamics of Community Formation using Brokering Activities, in Proceedings of the Third Communities and Technologies Conference, Michigan. Springer. 2007.
12. J. Diesner, and K. M. Carley, Revealing Social Structure from Texts: Meta-Matrix Text Analysis as a novel method for Network Text Analysis, in: V. K. Narayanan, and D. J. Armstrong (Eds.), Causal Mapping for Information Systems and Technology Research (pp. 81- 108). Harrisburg, PA: Idea Group Publishing. 2005.
13. Q.Wang, and E. Fleury, Mining time-dependent communities, in LAWDN - Latin-American Workshop on Dynamic Networks. 2010.
14. G. Palla, A.-L. Barabási, and T. Vicsek, Quantifying social group evolution, in Nature 446, 664-667, 5. April 2007.
15. D. Greene, D. Doyle, and P. Cunningham, Tracking the Evolution of Communities in Dynamic Social Networks, International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp.176-183, 2010.
16. S. Fortunato, "Community detection in graphs". Physics Reports 486 (2010): 75-174.
17. R. Albert; A.-L. Barabási, "Statistical mechanics of complex networks". Reviews of Modern Physics 74 (2002): 47-97.
18. S. Zeini, and H. U. Hoppe. "Community Detection" als Ansatz zur Identifikation von Innovatoren in Sozialen Netzwerken, in: K. Meißner, and M. Engelien (Eds.), Virtual Enterprises, Communities and Social Networks, Workshop GeNeMe '10, Gemeinschaft in Neuen Medien, Dresden: TUDpress. 2010. (German).