DocumentCode
514785
Title
An Answer Extraction Method of Simple Question Based on Web Knowledge Library
Author
Zhibin, Zhou ; Shuicai, Shi ; Yuqin, Li ; Xueqiang, Lv
Author_Institution
Chinese Inf. Process. Res. Center, Beijing Inf. Sci. & Technol. Univ., Beijing, China
Volume
1
fYear
2010
fDate
6-7 March 2010
Firstpage
308
Lastpage
311
Abstract
The answer extraction is an important step in Q&A System and other fields of the Natural Language Processing; the result of answer extraction is directly associated with the quality of Q&A System. In this paper, the method, answer extraction of simple question based on web knowledge library, is realized through computing the similarity of simple question; the question with the most similarity is used as the recommended answer, and questions that the similarity is above 0.5 are used as candidate answers. Experiment shows that the method is feasible, and the accuracy rate is 79.8%. The result of experiment shows that the system is significant for simple informative questions, and the MRR value of tested FAQ is 0.50.
Keywords
Internet; information retrieval; Q&A system; Web knowledge library; answer extraction method; natural language processing; Computer science; Computer science education; Data mining; Educational technology; Information processing; Information science; Information technology; Lakes; Libraries; Search engines; Answer Extraction; Knowledge Library; web;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer Science (ETCS), 2010 Second International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6388-6
Electronic_ISBN
978-1-4244-6389-3
Type
conf
DOI
10.1109/ETCS.2010.407
Filename
5459037
Link To Document