DocumentCode
3529761
Title
Application of Domain-Specific Search Method in Meta-Search Engine on Internet
Author
Zheng Wang ; Qing Wang ; Dingwei Wang
Author_Institution
Institute of System Engineering, Northeastern University, Shen Yang, 110004 China. Phone: +86-24-83677667, Fax: +86-24-83687760, E-mail: wangzhengdr@gmail.com
fYear
2006
fDate
Oct. 2006
Firstpage
2078
Lastpage
2085
Abstract
With the Internet´s prosperity, more surfers find it is difficult to retrieve information efficiently. Domain-Specific Search Engine (DSSE) is one of solutions to alleviate such inefficient situation. This paper proposes a new method for building DSSE based on Meta-Search Engine (MSE) on Internet. First, Odds Ratio method is used to refine the domain-specific keywords, which are weighted by means of TF-IDF method. Second, domain query expression is constructed with the keywords by Decision Tree method to reflect the features of domain documents. Combining user´s plain query with the domain query expression, the MSE constructs a domain-specific query expression and submits it to General-purpose Search Engines (GSE). The Extended Boolean Model is employed to rank the search results back from the GSE. Finally, the ranked results are returned to the query user. The experiment results show that the proposed domain-specific search method is effective in searching domain documents. The designed DSSE is more simple and efficient than the dedicated domain-specific search engines.
Keywords
Decision support systems; Decision trees; Electronic mail; Information retrieval; Internet; Metasearch; Search engines; Search methods; Systems engineering and theory; Web pages; decision tree; domain-specific search engine; extended boolean model; meta-search engine; odds ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location
Beijing, China
Print_ISBN
7-302-13922-9
Electronic_ISBN
7-900718-14-1
Type
conf
DOI
10.1109/CESA.2006.313656
Filename
4105722
Link To Document