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Paper Details
Paper Title
Dynamic Organization of User Search Histories and Re-Ranking User Search Results
Authors
  Shaikh Ambreen Mohd Ibrahim,  Seema Kolkur
Abstract
Due to the increasing size of information on the web, the various complex tasks and information search that users perform is also increasing. Users depends on the Web for various activities like for seeking knowledge, solving problems and performing tasks. To help users in their long term information search on the Web, search engines keep track of their search by recording their queries and clicks while searching. We study how the users search history can be used to improve search results quality for users with similar or same interest. One way to achieve better search results is by grouping similar queries that involves same or similar search interests into query groups. In this paper we study how to automatically organize a users search history into query groups, each containing one or more related queries and their corresponding clicks and also we propose an approach for re-ranking of search results using these query groups. Query grouping help us understand users search session better and thus make the users search experience according to her needs. By grouping search queries we can provide better search results to the users in future based on their past search interests. Here in this paper we study how query groups are created in dynamic and automated fashion. Each query group contains related queries and their corresponding clicks and proposing an approach to re-rank search results using the created query groups.
Keywords- Query reformulation, Click graph, Search History, ranking
Publication Details
Unique Identification Number - IJEDR1501036Page Number(s) - 186-190Pubished in - Volume 3 | Issue 1 | Jan 2015DOI (Digital Object Identifier) -    Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Shaikh Ambreen Mohd Ibrahim,  Seema Kolkur,   "Dynamic Organization of User Search Histories and Re-Ranking User Search Results", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.3, Issue 1, pp.186-190, Jan 2015, Available at :http://www.ijedr.org/papers/IJEDR1501036.pdf
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