Title :
A Hybrid Approach of Personalized Web Information Retrieval
Author :
Mittal, Namita ; Nayak, Richi ; Govil, MC ; Jain, KC
Author_Institution :
MNIT, Jaipur, India
fDate :
Aug. 31 2010-Sept. 3 2010
Abstract :
This paper proposes a hybrid approach of personalized Web Information Retrieval that utilizes (1) ontology for retrieval of user´s context (2) user profile that is temporarily updated according to users´ browsing behavior and (3) collaborative filtering for considering recommendation of similar users. Empirical analysis reveals that Precision, Recall and F-Score of most of the queries for many users are improved with using the proposed method.
Keywords :
information retrieval; collaborative filtering; hybrid approach; personalized web information retrieval; user browsing behavior; user context retrieval; Collaborative filtering; Information Retrieval; Ontology; Personalization;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
DOI :
10.1109/WI-IAT.2010.270
