DocumentCode :
2639429
Title :
The construction and maintenance of the frequently asked question
Author :
Li, Fangfang ; Liu, Li
Author_Institution :
Sch. of Comput. Sci. & Technol., Beijing Inst. of Technol., Beijing, China
fYear :
2010
fDate :
16-17 Aug. 2010
Firstpage :
296
Lastpage :
300
Abstract :
With the development of Question Answering System which is a hot topic in the area of Artificial Intelligence, the set of FAQ (Frequently Asked Question) has become a widely used knowledge base and it do play an important role in Question Answering System. Besides this, it is also important in Information Retrieval. Therefore, the problem of how to construct and maintain the FAQ automatically has attracted many researchers ´ attention. In this paper, we put forward a method aims at solving the problem. We quote the “Concept Hierarchy Structure” for the first time which combined with the theory of text classification. We implement a method of computing similarity between sentences named TFIDF in the construction and maintenance of the FAQ. We do some experiments to verify our method and analyze the shortcomings of the method. From the experiment, we can see that the method introduced in this paper can reach a nice result.
Keywords :
classification; information retrieval; knowledge based systems; software maintenance; text analysis; FAQ construction; FAQ maintenance; TFIDF method; artificial intelligence; concept hierarchy structure; frequently asked question; information retrieval; knowledge base; question answering system; text classification; Computers; Hardware; Internet; Maintenance engineering; Monitoring; Search engines; Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Society (SWS), 2010 IEEE 2nd Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6356-5
Type :
conf
DOI :
10.1109/SWS.2010.5607438
Filename :
5607438
Link To Document :
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