Call For Paper Volume:4 Issue:10 Oct'2017 |

A Novel Technique for Mapping User Queries to Categories in Personalized Web Search

Publication Date : 19/05/2015



Author(s) :

Rasika M. Kaingade , Sneha P. Sumare , Hemant A. Tirmare.


Volume/Issue :
Volume 2
,
Issue 5
(05 - 2015)



Abstract :

Currently web search engines are widely used to find out the information on the web. A typical search engine provides similar set of results for different users without considering who had submitted the query. Different users have different needs. Hence, personalized web search provides the search results based upon user interests. A novel technique is proposed to map a user query to a set of categories, which represent the user's search intention. This set of categories can serve as a background to disambiguate the words in the user's query. The user's search history and a category hierarchy are used to learn the user profile and a general profile respectively. These two profiles are combined to map a user query into a set of categories. There are several learning and combining algorithms which are found to be effective and efficient.


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A Novel Technique for Mapping User Queries to Categories in Personalized Web Search

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