Evolution of Co-Authors Communities Formed by Terms on DBLP

The DBLP Computer Science Bibliography server provides biblio- graphic information on major computer science journals and proceedings. DBLP indexes more than 2.1 million articles and contains titles of articles, their authors, years of publication etc. Downloadable DBLP dataset is very interesting resource for evolution analysis of co-author networks. The paper deals with subgraphs of the authors from DBLP with common interests. The common interest of the authors is defined by terms, which are extracted from the titles of articles. The subgraphs are extracted for each year separately based on the published years. These subgraphs represent the communities of co-authors, for which is observed their development in time. That new view of these communities of the co-authors offer a new way for analysis and measurement of article datasets.

[1]  Claudio Castellano,et al.  Defining and identifying communities in networks. , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[2]  Tom A. B. Snijders,et al.  Social Network Analysis , 2011, International Encyclopedia of Statistical Science.

[3]  Jon M. Kleinberg,et al.  Group formation in large social networks: membership, growth, and evolution , 2006, KDD '06.

[4]  Mark S. Ackerman,et al.  Expertise networks in online communities: structure and algorithms , 2007, WWW '07.

[5]  Jan Martinovic,et al.  Author Cooperation Based on Terms of Article Titles from DBLP , 2011, IHCI.

[6]  M. V. Valkenburg Network Analysis , 1964 .

[7]  Jan Martinovic,et al.  Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities , 2012, ADBIS Workshops.

[8]  Hongbo Deng,et al.  Formal Models for Expert Finding on DBLP Bibliography Data , 2008, 2008 Eighth IEEE International Conference on Data Mining.

[9]  Osmar R. Zaïane,et al.  Tracking changes in dynamic information networks , 2011, 2011 International Conference on Computational Aspects of Social Networks (CASoN).

[10]  Yuhui Qiu,et al.  Exploring Emergent Semantic Communities from DBLP Bibliography Database , 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.

[11]  A. Barabasi,et al.  Quantifying social group evolution , 2007, Nature.

[12]  Michael Ley,et al.  The DBLP Computer Science Bibliography: Evolution, Research Issues, Perspectives , 2002, SPIRE.

[13]  Peter Willett,et al.  Readings in information retrieval , 1997 .

[14]  Juan-Zi Li,et al.  Expert Finding in a Social Network , 2007, DASFAA.

[15]  Mark E. J. Newman,et al.  The Structure and Function of Complex Networks , 2003, SIAM Rev..

[16]  J Allan,et al.  Readings in information retrieval. , 1998 .