DocumentCode
476211
Title
Research on Chinese restricted domain question answering system
Author
Liu, Jie ; Fu, Ji-Bin ; Jiang, Xiao-Yu ; Chen, Kang
Author_Institution
Comput. Sci. & Technol. Coll., Beijing Inst. of Technol., Beijing
Volume
5
fYear
2008
fDate
12-15 July 2008
Firstpage
2585
Lastpage
2590
Abstract
The knowledge representing method, question semantic analysis and answer extraction algorithm are very important parts of QA (question answering system). This paper puts forward a framework which can well serve not only the simple question, but also the complex conditional question; can construct and apply ontology to drive Chinese restricted domain QA; and can conveniently extract answer by QSR (question semantic representation). Beside, the framework can automatically communicate with asker against askerpsilas fuzzy question. Firstly construct skillfully domain ontology; then analyze semantically askerpsilas question to get QSR; next automatically judge whether it is necessary to communicate with asker according to the ontology KB (knowledge base) and askerpsilas question; finally extract answer from domain ontology KB by OWLReasoner according to QSR. Through taking a consulting QA about computer maintenance as an example, we analyze its structure and implementation process, elaborate on construction of domain ontology, question semantic analysis and answer extraction algorithm. The experimental results are encouraging.
Keywords
knowledge representation; natural language processing; ontologies (artificial intelligence); Chinese restricted domain question answering system; answer extraction algorithm; fuzzy question; knowledge representing method; ontology knowledge base; question semantic analysis; question semantic representation; skillfully domain ontology; Algorithm design and analysis; Computer science; Cybernetics; Dictionaries; Educational institutions; Fuzzy systems; Knowledge engineering; Machine learning; Ontologies; Pattern analysis; Knowledge representation; Ontology; Question semantic analysis; Restricted domain question answering system;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location
Kunming
Print_ISBN
978-1-4244-2095-7
Electronic_ISBN
978-1-4244-2096-4
Type
conf
DOI
10.1109/ICMLC.2008.4620844
Filename
4620844
Link To Document