Application of local community detecting Algorithm in citation network

DOI

10.2991/ameii-15.2015.133How to use a DOI?

Keywords

citation network; DBLP; community detecting; research group; research direction

Abstract

Citation network is a complex network composed of literature and literature citation relationships. To such a large-scale network, it is difficult to detect the global community. On the other hand, there are more concerned with the situations local information than global information. Based on DBLP citation network, after cleaning data, a local community detecting algorithm is applied to find corresponding research group. The core literature and the community including it can be obtained by this algorithm. And then, the research direction and association leader of this community can be discovered according to the titles and authors of the core literature.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Weijiang Wu
AU  - Dan Xue
AU  - Guohe Li
PY  - 2015/04
DA  - 2015/04
TI  - Application of local community detecting Algorithm in citation network
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 713
EP  - 718
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.133
DO  - 10.2991/ameii-15.2015.133
ID  - Wu2015/04
ER  -