| dc.contributor.author |
Chen, Ding. |
| dc.contributor.author |
Patra, Jagdish Chandra. |
| dc.date.accessioned |
2011-09-21T09:22:36Z |
| dc.date.available |
2011-09-21T09:22:36Z |
| dc.date.copyright |
2007 |
| dc.date.issued |
2011-09-21 |
| dc.identifier.citation |
Chen, D., & Patra, J. C. (2007). User modeling for personalized Web search with self-organizing map. Journal of the American Society for Information Science and Technology, 58(4), 494-507. |
| dc.identifier.issn |
1532-2882 |
| dc.identifier.uri |
http://hdl.handle.net/10220/7100 |
| dc.description.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. |
| dc.format.extent |
14 p. |
| dc.language.iso |
en |
| dc.relation.ispartofseries |
Journal of the American Society for Information Science and Technology (JASIST) |
| dc.rights |
© 2007 Wiley Periodicals, Inc. |
| dc.subject |
DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval. |
| dc.title |
User modeling for personalized web search with self-organizing map. |
| dc.type |
Journal Article |
| dc.contributor.school |
School of Computer Engineering |
| dc.identifier.doi |
http://dx.doi.org/10.1002/asi.20497 |
| dc.identifier.rims |
123060 |
