Document (#32430)

Author

Ding, C.
Patra, J.C.

Title

User modeling for personalized Web search with Self-Organizing Map

Source

Journal of the American Society for Information Science and Technology. 58(2007) no.4, S.494-504

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.

Theme

Suchmaschinen

Object

SOM

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5. Sela, M.; Lavie, T.; Inbar, O.; Oppenheim, I.; Meyer, J.: Personalizing news content : an experimental study (2015) 0.23

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