WebSail: From On-line Learning to Web Search (2000)
Cached
Download Links
- [bahia.cs.panam.edu]
- [bahia.cs.panam.edu]
- [www.cs.panam.edu]
- DBLP
Other Repositories/Bibliography
| Venue: | In Proceedings of the 2000 International Conference on Web Information Systems Engineering |
| Citations: | 24 - 7 self |
BibTeX
@INPROCEEDINGS{Chen00websail:from,
author = {Zhixiang Chen and Xiannong Meng and Binhai Zhu},
title = {WebSail: From On-line Learning to Web Search},
booktitle = {In Proceedings of the 2000 International Conference on Web Information Systems Engineering},
year = {2000}
}
Bookmark
 |
 |
 |
 |
 |
 |
OpenURL
Abstract
In this paper we investigate the applicability of on-line learning algorithms to the real-world problem of web search. Consider that web documents are indexed using Boolean features. We first present a practically efficient on-line learning algorithm TW2 to search for web documents represented relevant features. We then design and implement WebSail, a real-time adaptive web search learner, with TW2 as its learning component. WebSail learns from the user's relevance feedback in real-time and helps the user to search for the desired web documents. The architecture and performance of WebSail are also discussed. 1.
