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Title:
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User modeling for personalized web search with self-organizing map.
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Author:
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Chen, Ding.; Patra, Jagdish Chandra.
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Copyright year:
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2007 |
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Abstract:
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The widely used Web search engines index and recommend individual Web pages in response to a few keywords queries to assist users in locating relevant documents. However, the Web search engines give different users the same answer set, although the users may have different preferences. A personalized Web search would carry out the search for each user according to his or her preferences. To conduct the personalized Web search, the authors provide a novel approach to model the user profile with a self-organizing map (SOM). Their results indicate that SOM is capable of helping the user to find the related category for each query used in the Web search to make a personalized Web search effective. |
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Subject:
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DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval. |
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Type:
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Journal Article |
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Series/ Journal Title:
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Journal of the American Society for Information Science and Technology (JASIST) |
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School:
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School of Computer Engineering |
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Rights:
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© 2007 Wiley Periodicals, Inc. |
