Dynamic Organization of User Historical Queries
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2013, Vol 3, Issue 4
Abstract
With the increasing number of published electronic materials, the World Wide Web (WWW) has become a vast resource for the individuals to acquire knowledge, solve problems, and complete tasks that use the Web information. To better support the users in their long term information quests on the Web, search engines keep track of their queries and clicks while searching online. In this paper, our goal is to automatically organize a user’s search history into query groups, each containing one or more related queries and their corresponding clicks. Each query group corresponds to the atomic information. First and foremost, query grouping allows the search engine to better understand the user’s session and potentially tailor that user’s search experience according to her needs. Once query groups have been identified, the search engines can have a good representation of the search context behind the current query using queries and clicks in the corresponding query group. This will help to improve the quality of the key components of search engines such as result ranking, query suggestions, query alterations, sessionization, and collaborative search.
Authors and Affiliations
M. A. Arif
Keywords
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