基于问句相似度的本体问答系统

Abstract

Abstract: The ontological question answering system needs to convert the questions in natural language into ontology query statements,and the present solutions are mainly natural language interface and question similarity.To overcome the disadvantage of sentence similarity applied in ontological QA system,the improved method of computing similarity is designed.Via building the set of query pattern for frequently asked questions,the similarity of target question iscomputed based on the statistic,semantic and structure of question.The query pattern of target question is chosen in automatic and interactive mode separately,then it is converted into real SPARQL query statements,and finally ontology is retrieved to extract answers.The accuracy rates of the two modes are 83.8% and 92.1% separately.

Key words: sentence similarity, question answering, ontology, query pattern

CLC Number:

TP182

LIU Han-xing, LIU Cai-xing, LIN Xu-dong. Ontological Question Answering System Based on Sentence Similarity[J].Journal of Guangxi Normal University(Natural Science Edition), 2010, 28(1): 88-91.

References

[1] 刘杰,樊孝忠,王涛.基于本体的受限领域问答系统研究[J].广西师范大学学报:自然科学版,2009,27(1):169-172.
[2] BERNSTEIN A,KAUFMANN E,FUCHS N E,et al.Talking to the Semantic web—a controlled English query interface for ontologies[J].Ais Sigsemis Bulletin,2005,2(1):42-47.
[3] VANESSA L,MICHELE P,ENRICO M.AquaLog:an ontology-portable question answering system for the Semantic web[C].ESWC 2005.Heidelberg:Springer-Verlag,2005:546-562.
[4] FERRANDEZ O,IZQUIERDO R,FERRANDEZ S,et al.Addressing ontology-based question answering with collections of user queries[J].Information Processing and Management,2009,45(2):175-188.
[5] 秦兵,刘挺,汪洋,等.基于常见问题集的中文问答系统[J].哈尔滨工业大学学报,2003,35(10):1179-1182.
[6] 叶正,林鸿飞,杨志豪.基于问句相似度的中文FAQ问答系统[J].计算机工程与应用,2007,43(9):161-163.
[7] 李彬,刘挺,秦兵,等.基于语义依存的汉语句子相似度计算[J].计算机应用研究,2003,20(12):15-17.
[8] 崔桓,蔡东风,苗雪雷.基于网络的中文问答系统及信息抽取算法研究[J].中文信息学报,2005,18(3):24-31.
[9] Jena.Jena Semantic Web Framework[EB/OL].2008-01-02[2009-12-20].http://jena.sourceforge.net/index.html.
[10] 江敏,肖诗斌,王弘蔚,等.一种改进的基于《知网》的词语语义相似度计算[J].中文信息学报,2008,22(5):57-62.
[11] 陈杰,蒋祖华.领域本体的概念相似度计算[J].计算机工程与应用,2006,42(33):163-166.

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Ontological Question Answering System Based on Sentence Similarity

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