Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/poster/117> ?p ?o. }
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- 117 creator cheng-te-li.
- 117 creator man-kwan-shan.
- 117 creator shou-de-lin.
- 117 type InProceedings.
- 117 label "Regional Subgraph Discovery in Social Networks".
- 117 sameAs 117.
- 117 abstract "This paper solves a region-based subgraph discovery problem. We are given a social network and some sample nodes which is supposed to belong to a specific region, and the goal is to obtain a subgraph that contains the sampled nodes with other nodes in the same region. Such regional subgraph discovery can benefit region-based applications, including scholar search, friend suggestion, and viral marketing. To deal with this problem, we assume there is a hidden backbone connecting the query nodes directly or indirectly in their region. The idea is that individuals belonging to the same region tend to share similar interests and cultures. By modeling such fact on edge weights, we search the graph to extract the regional backbone with respect to the query nodes. Then we can expand the backbone to derive the regional network. Experiments on a DBLP co-authorship network show the proposed method can effectively discover the regional subgraph with high precision scores.".
- 117 hasAuthorList authorList.
- 117 isPartOf proceedings.
- 117 isPartOf proceedings.
- 117 keyword "information backbone".
- 117 keyword "regional subgraph".
- 117 keyword "social network".
- 117 title "Regional Subgraph Discovery in Social Networks".