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User modeling for personalized web search with self-organizing map

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User modeling for personalized web search with self-organizing map

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Title: User modeling for personalized web search with self-organizing map
Author: Chen, Ding; Patra, Jagdish Chandra
Copyright year: 2007
Abstract: 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.
Subject: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval.
Type: Journal Article
Series/ Journal Title: Journal of the American Society for Information Science and Technology (JASIST)
School: School of Computer Engineering
Rights: © 2007 Wiley Periodicals, Inc.

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