DocumentCode :
3347233
Title :
Study and Implementation of Chinese Intelligent Question Answering System Based on Restricted Domain
Author :
Tian, Wei ; Liu, Wenjie ; Ma, Tinghuai
Author_Institution :
Sch. of Comput. & Software, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
fYear :
2009
fDate :
14-17 Oct. 2009
Firstpage :
217
Lastpage :
220
Abstract :
The current status of Chinese question answering system (QA) was introduced in the paper firstly. QA is the study on the methodology that returns exact answers to natural language questions. This paper attempts to increase the speed of the system responding to the users and accuracy of QA systems. To achieve this objective, the processing includes: Firstly, it introduces the conceptual theory and parts of intelligent question-answering system in detail. Secondly, it researches the Chinese word segmentation algorithm and its relevant technology. Thirdly, it puts forward the method of calculating sum of word frequency based on the whole sentence. It makes a better improvement for processing the problems. Fourthly, it brings forward the classification problem of specific fields, which is convenient for result matching according to the kind of problem of the system. In the end, this system completes the results extraction by calculating the weight. On the basis of theory and algorithm mentioned above, a question-answering system in the course ASP.Net field is implemented.
Keywords :
computer aided instruction; image segmentation; pattern classification; Chinese intelligent question answering system implementation; Chinese intelligent question answering system studies; Chinese word segmentation algorithm; QA systems; conceptual theory; natural language questions; restricted domain; specific fields classification problem; word frequency calculating sum; Databases; Education; Flowcharts; Genetics; Information science; Intelligent systems; Natural language processing; Paper technology; Software; Space technology; Chinese word segmentation; natural language processing; question answering system; question similarity; vector space model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Genetic and Evolutionary Computing, 2009. WGEC '09. 3rd International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-0-7695-3899-0
Type :
conf
DOI :
10.1109/WGEC.2009.175
Filename :
5402909
Link To Document :
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