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Representing and reasoning fuzzy spatio-temporal knowledge with description logics: A survey

机译：用描述逻辑代表和推理模糊时空知识：调查

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摘要

Description logic, as a logical foundation of knowledge representation and reasoning, plays an important role in the Semantic Web. In practical applications, many fields contain a large number of fuzzy spatio-temporal knowledge. With a large amount of fuzzy spatio-temporal knowledge and many corresponding applications being incorporated into the Semantic Web, description logic becomes an effective method to solve the problem of fuzzy spatio-temporal knowledge representation and reasoning. Currently, many efforts have been done on fuzzy spatio-temporal extensions of description logics, and the literature on fuzzy spatio-temporal description logic has been booming. To address these issues and more importantly, in this paper, we provide a comprehensive survey of the research literature that applies description logics techniques in fuzzy spatio-temporal representation and reasoning. The paper serves as helping readers grasp the main results and highlighting the direction of fuzzy spatio-temporal representation and reasoning based on description logics.
机译：描述逻辑作为知识表示和推理的逻辑基础，在语义网络中起着重要作用。在实际应用中，许多领域包含大量模糊的时空知识。具有大量模糊的时空知识和许多相应的应用程序被纳入语义网络，描述逻辑成为解决模糊时空知识表示和推理问题的有效方法。目前，在模糊的时空扩展的描述逻辑上进行了许多努力，并且模糊时空描述逻辑上的文献一直蓬勃发展。为了解决这些问题，更重要的是，在本文中，我们对研究逻辑技术在模糊时空陈述和推理中进行了研究文献的全面调查。本文有助于帮助读者掌握主要结果，并突出显示基于描述逻辑的模糊时空表示和推理方向。

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  • 来源
    《Intelligent data analysis》 |2019年第suppla期|S113-S132|共20页
  • 作者

    Cheng Haitao; Wang Ruchuan; Li Peng; Xu He;

  • 作者单位

    Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing 210023 Jiangsu Peoples R China|Jiangsu High Technol Res Key Lab Wireless Sensor Nanjing 210003 Jiangsu Peoples R China;

    Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing 210023 Jiangsu Peoples R China|Jiangsu High Technol Res Key Lab Wireless Sensor Nanjing 210003 Jiangsu Peoples R China;

    Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing 210023 Jiangsu Peoples R China|Jiangsu High Technol Res Key Lab Wireless Sensor Nanjing 210003 Jiangsu Peoples R China;

    Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing 210023 Jiangsu Peoples R China|Jiangsu High Technol Res Key Lab Wireless Sensor Nanjing 210003 Jiangsu Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fuzzy description logic; fuzzy spatio-temporal knowledge; representation; reasoning; Semantic Web;

    机译：模糊描述逻辑;模糊的时空知识;代表;推理;语义网络;

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