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