DocumentCode :
2262710
Title :
Internet Search by Active Feedback
Author :
Chang, Ray-I ; Wu, Yu-Ying
Author_Institution :
Nat. Taiwan Univ., Taipei
fYear :
2007
fDate :
17-19 Oct. 2007
Firstpage :
1524
Lastpage :
1529
Abstract :
Modern search engines with arrays of parallel servers can provide efficient Web information retrieval. However, as the returned results are usually enormous mass, finding target information is still time-consuming. To increase the correctness of returned results, different page ranking methods have been introduced. They waited and passively weighted users´ feedback in page ranking to try to improve the precision of searching. Previous studies on Web information retrieval show that the average error ratios are over 20%. In this paper, we base on a heuristic from the librarian to present an interactive information retrieval technology called SAFE (search with active feedback). SAFE uses the concept of balanced tree to provide users extra keywords for feedback. These keywords can guide users to have a proper feedback in further searching. The proposed method can help information retrieval applications (not only Web but also desktop) to speed their responses. Additionally, the same idea can be extended to assist search engines to balance their workloads among parallel and distributed servers.
Keywords :
Internet; network servers; relevance feedback; resource allocation; search engines; Internet; active feedback; balanced tree concept; distributed server; interactive information retrieval; load balancing; page ranking; parallel server; search engine; Content based retrieval; Crawlers; Databases; Electronic mail; Feedback; Information retrieval; Internet; Search engines; Web pages; Web server;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Technologies, 2007. ISCIT '07. International Symposium on
Conference_Location :
Sydney,. NSW
Print_ISBN :
978-1-4244-0976-1
Electronic_ISBN :
978-1-4244-0977-8
Type :
conf
DOI :
10.1109/ISCIT.2007.4392258
Filename :
4392258
Link To Document :
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