TY - GEN
T1 - Extract and rank web communities
AU - Salekin, Asif
AU - Tabassum, Jeniya
AU - Jafar, Binte
AU - Hasan, Masud
PY - 2013
Y1 - 2013
N2 - A web community is a pattern in the WWW which is understood as a set of related web pages. In this paper, we propose an efficient algorithm to find the web communities on a given specific topic. Instead of working on the whole web graph, we work on a web domain, which we extract based on the topic specific search results. Therefore, the resulted communities are highly related with the search topic. The ranking of a community denotes the degree of relevance between the search query and the extracted communities. We introduce an approach for ranking the extracted communities based on their dense bipartite pattern. Ranking significantly improves the relevance of the extracted communities with the search topic.
AB - A web community is a pattern in the WWW which is understood as a set of related web pages. In this paper, we propose an efficient algorithm to find the web communities on a given specific topic. Instead of working on the whole web graph, we work on a web domain, which we extract based on the topic specific search results. Therefore, the resulted communities are highly related with the search topic. The ranking of a community denotes the degree of relevance between the search query and the extracted communities. We introduce an approach for ranking the extracted communities based on their dense bipartite pattern. Ranking significantly improves the relevance of the extracted communities with the search topic.
KW - Dense bipartite graph
KW - Domain graph
KW - Ranking web communities
KW - Structured web search
KW - Web community
KW - Web graph
UR - http://www.scopus.com/inward/record.url?scp=84879779285&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84879779285&partnerID=8YFLogxK
U2 - 10.1145/2479787.2479809
DO - 10.1145/2479787.2479809
M3 - Conference contribution
AN - SCOPUS:84879779285
SN - 9781450318501
T3 - ACM International Conference Proceeding Series
BT - 3rd International Conference on Web Intelligence, Mining and Semantics, WIMS 2013
PB - Association for Computing Machinery
T2 - 3rd International Conference on Web Intelligence, Mining and Semantics, WIMS 2013
Y2 - 12 June 2013 through 14 June 2013
ER -