DocumentCode
1999958
Title
Efficient web information retrieval based on usage mining
Author
Mukherjee, Indrajit ; Bhattacharya, V. ; Banerjee, Samudra ; Gupta, Pradeep Kumar ; Mahanti, P.K.
Author_Institution
Dept. of Comput. Sci., Birla Inst. of Technol., Mesra, India
fYear
2012
fDate
15-17 March 2012
Firstpage
591
Lastpage
595
Abstract
The objective of this paper is to analyze web logs using data mining so as to present users with more personalized web content. We classify users based on their internet usage patterns and for each class, maintain a cache of web documents. Searching is performed based on term set analysis and direction cosine distance approach. Finally a more personalized and relevant result set is generated for the query.
Keywords
Internet; cache storage; data mining; information retrieval; pattern classification; Internet usage patterns; Web document cache; Web information retrieval; Web log analysis; data mining; direction cosine distance approach; personalized Web content; term set analysis; usage mining; Google; Machine learning; personalized retrieval; searching; term set analysis; web mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
Conference_Location
Dhanbad
Print_ISBN
978-1-4577-0694-3
Type
conf
DOI
10.1109/RAIT.2012.6194595
Filename
6194595
Link To Document