TY - GEN
T1 - A new method of clustering search results using frequent itemsets with graph structures
AU - Su, I. Fang
AU - Chung, Yu Chi
AU - Lee, Chiang
AU - Lin, Xuanyou
N1 - Funding Information:
This work is supported by National Science Council of Taiwan (R.O.C.) under Grants NSC99-2218-E-268-001, NSC99-2221-E-006-133, and NSC100-2221-E-309-011.
PY - 2012
Y1 - 2012
N2 - The representation of search results from the World Wide Web has received considerable attention in the database research community. Systems have been proposed for clustering search results into meaningful semantic categories for presentation to the end user. This paper presents a novel clustering algorithm, which is based on the concept of frequent itemsets mining over a graph structure, to efficiently generate search result clusters. The performance study reveals that the algorithm was highly efficient and significantly outperformed previous approaches in clustering search results.
AB - The representation of search results from the World Wide Web has received considerable attention in the database research community. Systems have been proposed for clustering search results into meaningful semantic categories for presentation to the end user. This paper presents a novel clustering algorithm, which is based on the concept of frequent itemsets mining over a graph structure, to efficiently generate search result clusters. The performance study reveals that the algorithm was highly efficient and significantly outperformed previous approaches in clustering search results.
UR - http://www.scopus.com/inward/record.url?scp=81255146375&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=81255146375&partnerID=8YFLogxK
U2 - 10.1007/978-94-007-2598-0_9
DO - 10.1007/978-94-007-2598-0_9
M3 - Conference contribution
AN - SCOPUS:81255146375
SN - 9789400725973
T3 - Lecture Notes in Electrical Engineering
SP - 87
EP - 97
BT - IT Convergence and Services, ITCS 2011 and IRoA 2011
T2 - 3rd International Conference on Information Technology Convergence and Services, ITCS 2011 and 2011 FTRA International Conference on Intelligent Robotics, Automations, Telecommunication Facilities, and Applications, IRoA 2011
Y2 - 20 October 2011 through 22 October 2011
ER -