Advanced Local Search Engine to Infer User Search Goals with Feedback Session

R.Bhavadharani; S.Yamuna Devi; P.Abitha; P.Bharathi

Volume : V, Issue : III, March - 2016

Advanced Local Search Engine to Infer User Search Goals with Feedback Session

R. Bhavadharani, S. Yamuna Devi, P. Abitha, P. Bharathi

Abstract :

<p>&nbsp;When user attempts to search for a query which covers a oad topic and ambiguous, each user will have different search goal. By analyzing search engine query log, different user search goals can be inferred. In order to identify different user search goals search engine query logs are analyzed which will improve user experience and search engine query relevance. Feedback session is constructed from user click&ndash;through logs which can efficiently reflect the information needs of users. Different user search goal for a query is identified by clustering the proposed feedback session. For the better representation of feedback sessions for clustering, pseudo&ndash;document is constructed from the proposed feedback session. Finally, a framework is proposed to evaluate the performance of inferred user search goals.</p>