DocumentCode :
3531526
Title :
Exploiting Wikipedia in query understanding systems
Author :
Khoury, Richard
Author_Institution :
Dept. of Software Eng., Lakehead Univ., Thunder Bay, ON, Canada
fYear :
2010
fDate :
5-8 July 2010
Firstpage :
292
Lastpage :
297
Abstract :
In recent years, the free online encyclopaedia Wikipedia has become a standard resource to exploit to build knowledge base for various Natural Language Processing applications. In this paper, we exploit that resource to design a new query classification system. We explain and justify the steps we take to extract information from Wikipedia into a structured database, in order to demonstrate the validity of our design. We then show, both with mathematical reasoning and with experimental results, how to exploit the information in the database for the purpose of query classification.
Keywords :
Web sites; encyclopaedias; natural language processing; query processing; Wikipedia; free online encyclopaedia; knowledge base; mathematical reasoning; natural language processing application; query classification system; query understanding system; structured database; Classification algorithms; Databases; Electronic publishing; Encyclopedias; Equations; Internet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Information Management (ICDIM), 2010 Fifth International Conference on
Conference_Location :
Thunder Bay, ON
Print_ISBN :
978-1-4244-7572-8
Type :
conf
DOI :
10.1109/ICDIM.2010.5664250
Filename :
5664250
Link To Document :
بازگشت