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Tourism Network Comments Sentiment Analysis and Early Warning System Based on Ontology

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Intelligent Computing Theories and Application (ICIC 2016)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 9772))

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Abstract

Mine Tourism information and opinion, intelligent analysis user emotion, to improve tourism products and services, is the key to the success of tourism e-commerce. This paper embarks from the tourism network review information, researches how to build the microblog emotional vocabulary ontology and how to classify emotion based on Naive Bayes classification algorithm, implements a tourism network comments sentiment analysis and early warning system based on ontology. It not only save a large amount of manpower and material resources, but also have a certain reference value to establish reasonable tourism policy.

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Acknowledgment

The work in this paper is partially supported by the Scientific Research Plan Project of Education Department of Hubei of China under Grant No. B2015360 and in part supported by China National Nature Science Foundation under Grant No. 61502356.

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Authors and Affiliations

  1. City College, Wuhan University of Science and Technology, Hubei, 430083, China

    Yanxia Yang & Xiaoli Lin

Authors
  1. Yanxia Yang
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  2. Xiaoli Lin
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Corresponding author

Correspondence to Yanxia Yang .

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Editors and Affiliations

  1. Tongji University , Shanghai, China

    De-Shuang Huang

  2. University of Ulsan , Ulsan, Korea (Republic of)

    Kang-Hyun Jo

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Yang, Y., Lin, X. (2016). Tourism Network Comments Sentiment Analysis and Early Warning System Based on Ontology. In: Huang, DS., Jo, KH. (eds) Intelligent Computing Theories and Application. ICIC 2016. Lecture Notes in Computer Science(), vol 9772. Springer, Cham. https://doi.org/10.1007/978-3-319-42294-7_76

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  • DOI: https://doi.org/10.1007/978-3-319-42294-7_76

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-42293-0

  • Online ISBN: 978-3-319-42294-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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