Utilizing search intent in topic ontology-based user profile for Web mining
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
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Related Research Unit(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06 |
| Pages | 558-561 |
| Publication status | Published - 2007 |
Conference
| Title | 2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI'06 |
|---|---|
| Place | China |
| City | Hong Kong |
| Period | 18 - 22 December 2006 |
Link(s)
Abstract
It is well known that taking the Web user profiles into account can enhance the effectiveness of Web mining systems. However, due to the dynamic and complex nature of Web users, automatically acquiring worthwhile user profiles was found to be very challenging. Ontologybased user profile can possess more accurate user information. This research emphasizes on acquiring search intentions information. This paper presents a new approach of developing user profile for Web searching. The model considers the user's search intentions by the process of PTM (Pattern-Taxonomy Model). Initial experiments show that the user profile based on search intention is more useful than the generic PTM user profile. Developing user profile that contains user search intentions is essential for effective Web search and retrieval. © 2006 IEEE.
Citation Format(s)
Utilizing search intent in topic ontology-based user profile for Web mining. / Zhou, Xujuan; Wu, Sheng-Tang; Li, Yuefeng et al.
Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06. 2007. p. 558-561 4061432.Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
