• DocumentCode
    507580
  • Title

    The Model Research of FAQ Answering System Based on Concept

  • Author

    Zhang, Maoyuan ; He, Tingting ; Yang, Fuquan

  • Author_Institution
    Dept. of Comput. Sci., HuaZhong Normal Univ., Wuhan, China
  • Volume
    1
  • fYear
    2009
  • fDate
    Nov. 30 2009-Dec. 1 2009
  • Firstpage
    7
  • Lastpage
    10
  • Abstract
    At present, the FAQ (frequently-asked question) answering system cannot understand the user´s questions at the concept level, so its efficiency needs to be improved. In this paper, a model of FAQ answering system based on concept is proposed. The system model consists of three components, which are concept-based preprocessing, extraction of question-answer pairs, and concept-based matching of sentences. On the one hand, the model proposes an index-based extracting method of question-answering pairs, to combine the extraction with the index mechanism for improving the speed of extraction. On the other hand, the model expands the user´s question at the concept level, and proposes a concept based matching method between sentences, to match the user´s question with the question-answering pairs. The concept based matching method concerns the synonymous meanings between sentences at the concept level. In addition, the experimental result shows the matching method is an efficient method.
  • Keywords
    information retrieval; pattern matching; concept based matching; concept based preprocessing; frequently-asked question answering system; index mechanism; question-answer pairs extraction; Computer science; Databases; Electronic mail; Frequency; Knowledge acquisition; Natural languages; Ontologies; Statistics; Systems engineering and theory; Voting; answering system; concept; similarity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling, 2009. KAM '09. Second International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3888-4
  • Type

    conf

  • DOI
    10.1109/KAM.2009.288
  • Filename
    5362167