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The Structure of the Computer Science Knowledge Network

Year 2010

How is our knowledge organized? What research fields in computer science do exist? How are they interconnected? Previous work on knowledge mapping focused on building the map of all of sciences or a particular domain based on ISI published JCR (Journal Citation Report) dataset. Although this dataset covers most of important journals, it lacks of computer science conference and workshop proceedings. That results in an imprecise and incomplete analysis on the map of computer science knowledge. This paper presents an analysis on the computer science knowledge network with the aims to understand its structure and to answer the above questions. Based on the combination of two important digital libraries for computer science (DBLP and CiteSeerX), the knowledge networks are created at venue (journals, conferences and workshops) level and social network analysis is applied to determine clusters of similar venues, interdisciplinary venues and high prestige venues.

Details

Proceeding of the 2010 IEEE International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), 9-11 August, 2010, Odense, Denmark

Presented at

The 2010 IEEE International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), 2010 , Odense , DK.

Published in

Proceeding of the 2010 IEEE International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010) .

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