Demonstrating the semantic growbag: automatically creating topic facets for faceteddblp
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
DBconnect: mining research community on DBLP data
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Author-topic evolution analysis using three-way non-negative Paratucker
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Formal Models for Expert Finding on DBLP Bibliography Data
ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining
Exploring Emergent Semantic Communities from DBLP Bibliography Database
ASONAM '09 Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining
Community evolution detection in dynamic heterogeneous information networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Topic dynamics: an alternative model of bursts in streams of topics
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
PET: a statistical model for popular events tracking in social communities
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Social Network Reduction Based on Stability
CASON '10 Proceedings of the 2010 International Conference on Computational Aspects of Social Networks
The web of topics: discovering the topology of topic evolution in a corpus
Proceedings of the 20th international conference on World wide web
Computing structural statistics by keywords in databases
ICDE '11 Proceedings of the 2011 IEEE 27th International Conference on Data Engineering
An efficient algorithm for topic ranking and modeling topic evolution
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
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There may be several reasons why people publish together. Above all, the fact that the authors share common professional interests is the main reason. In our research we work with the DBLP dataset which contains the basic bibliographic information of publications from the computer science field. These data are freely available and contain highly relevant information about publication activity from the period of nearly fifty years, even though they are not complete. One of the goals of our research is to analyze and visualize the evolution of authors and co-authorship from the point of view of research topics. We present the results of our research in this paper. One of the results is also visualization in our online FORCOA.NET system.