A Hybrid Approach of Personalized Web Information Retrieval

Authors:
Namita Mittal;Richi Nayak;M. C. Govil;K. C. Jain
Affiliations:
-;-;-;-
Venue:
WI-IAT '10 Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Year:
2010

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Personalised search-a hybrid approach for web information retrieval and its evaluation

International Journal of Knowledge and Web Intelligence

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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.