Articles liés à Personalized Web Search 3.0

Personalized Web Search 3.0 - Couverture souple

Makvana, Kamlesh; Shah, Pinal; Shah, Parth

 
9783659618420: Personalized Web Search 3.0
Couverture souple
ISBN 10 : 365961842X ISBN 13 : 9783659618420
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

Web search engines are critical for overcoming information overload. A major deficiency of existing retrieval systems is that they generally lack user modeling and are not adaptive to individual users, resulting in inherently non-optimal retrieval performance. For example, a Programmer and Geologist may use the same word “python” to search for different information, but the current search systems would return the same results. That is how it is essential to model a user profile that is useful to re-rank result based on user’s current interest.The proposed framework presents a novel approaches to personalize web search through modeling user profile and reformulate user’s query by analyzing his/her previous search history, click, long term interest as well as short term interest.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Web search engines are critical for overcoming information overload. A major deficiency of existing retrieval systems is that they generally lack user modeling and are not adaptive to individual users, resulting in inherently non-optimal retrieval performance. For example, a Programmer and Geologist may use the same word “python” to search for different information, but the current search systems would return the same results. That is how it is essential to model a user profile that is useful to re-rank result based on user’s current interest.The proposed framework presents a novel approaches to personalize web search through modeling user profile and reformulate user’s query by analyzing his/her previous search history, click, long term interest as well as short term interest.

Biographie de l'auteur

Kamlesh Makvana is working as asst.professor at Department of Information Technology, Charusat university change, India. He completed his B.E., in Computer Engineering at GEC Rajkot in 2010 and M.Tech (Information Technology) at Charusat University Changa in 2014.His areas of interest include Semantic web, web mining, and information retrieval.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
365961842X
ISBN 13 
9783659618420
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
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