DocumentCode :
441866
Title :
An algorithm retrieving rules from Web page based on concept lattice
Author :
Du, Ya-Jun ; Xu, Yang ; Pei, Zheng ; Pen, Hong ; Li, Hai-Ming
Author_Institution :
Sch. of Comput. & Math.-Phys. Sci., Xihua Univ., Chengdu, China
Volume :
4
fYear :
2005
fDate :
18-21 Aug. 2005
Firstpage :
2368
Abstract :
The emergence of World Wide Web has made flood of information. But the knowledge of the Web resources has not been utilized fully yet. Traditional search engine does not satisfy user need. At this paper, the soft match approach between user query and Web pages is put forward. And so, a Low Adjacence set is defined as Web pages in which contains all the words of user query. A concept lattice is constructed based on the set. From the hasse diagram of concept lattice, an algorithm retrieving rules between user query key words and nonuser query key words is proposed. An example illuminates the basic steps and idea of the algorithm. The experiment demonstrates that the retrieving rules speed of our algorithm increase three times than that of CLACF algorithm.
Keywords :
Internet; data mining; query processing; search engines; Low Adjacence set; Web pages; Web resources; World Wide Web; concept lattice; hasse diagram; rule retrieving algorithm; search engine; soft match approach; user query key words; Databases; Floods; Forestry; Frequency; Information retrieval; Information science; Lattices; Search engines; Web pages; Web sites; Rule retrieving; concept lattice; user query Keywords; web pages;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
Type :
conf
DOI :
10.1109/ICMLC.2005.1527340
Filename :
1527340
Link To Document :
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