TY - GEN
T1 - Wise search engine based on LSI
AU - Jianxiong, Yang
AU - Watada, Junzo
PY - 2010
Y1 - 2010
N2 - The objective of this work is to provide, as a search engine, latent semantic indexing (LSI), which is a classical method to produce optimal approximations of a term-document matrix and has been used for textual information mining. The use of this technique is examining mine content which based web document, using keyword features of documents. Experimental results show that together with both textual and latent features LSI can extract the underlying semantic structure of web documents, thus improve the search engine performance significantly.
AB - The objective of this work is to provide, as a search engine, latent semantic indexing (LSI), which is a classical method to produce optimal approximations of a term-document matrix and has been used for textual information mining. The use of this technique is examining mine content which based web document, using keyword features of documents. Experimental results show that together with both textual and latent features LSI can extract the underlying semantic structure of web documents, thus improve the search engine performance significantly.
KW - data mining
KW - Latent semantic indexing
KW - search engine
KW - semantic web
UR - http://www.scopus.com/inward/record.url?scp=77958450887&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77958450887&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-15420-1_11
DO - 10.1007/978-3-642-15420-1_11
M3 - Conference contribution
AN - SCOPUS:77958450887
SN - 3642154190
SN - 9783642154195
VL - 5980 LNAI
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 126
EP - 136
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
T2 - 6th International Workshop on Agents and Data Mining Interaction, ADMI 2010
Y2 - 11 May 2010 through 11 May 2010
ER -