Title :
The Research and Realization about Question Answer System based on Natural Language Processing
Author :
Guo, Qinglin ; Wu, Kehe ; Li, Wei
Author_Institution :
North China Electr. Power Univ., Beijing
Abstract :
Automatic Question Answer System (QAS) is a kind of high-powered software system based on Internet. Its key technology is the interrelated technology based on natural language understanding, including the construction of knowledge base and corpus, the Word Segmentation and POS Tagging of text, the Grammatical Analysis and Semantic Analysis of sentences etc. This thesis dissertated mainly the denotation of knowledge-information based on semantic network in QAS, the stochastic syntax-parse model named LSF of knowledge-information in QAS, the structure and constitution of QAS. And the LSF model parameters were exercised; it proved that they are feasible. At the same time, through "the limited-domain QAS" which was exploited for banks by us, these technologies are proved effective and propagable.
Keywords :
computational linguistics; grammars; information retrieval; information retrieval systems; natural language processing; semantic networks; Internet; LSF stochastic syntax-parse model; automatic question answering system; high-powered software system; information retrieval; natural language processing; semantic network; sentence grammatical analysis; sentence semantic analysis; text POS tagging; word segmentation; Constitution; Databases; Information analysis; Internet; Natural language processing; Natural languages; Software systems; Stochastic processes; Tagging; Web server;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.585