• DocumentCode
    477989
  • Title

    Visual Knowledge Reasoning on Typed Categorical Structure

  • Author

    Wang, Qingquan ; Rong, Lili ; Yu, Kai

  • Author_Institution
    Inst. of Syst. Eng., Dalian Univ. of Technol., Dalian
  • Volume
    4
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    684
  • Lastpage
    688
  • Abstract
    Knowledge reasoning is the major content of effective knowledge discovery, because it can facilitate the detection of new knowledge from already known. The visualization of knowledge reasoning is customary to human thinking that needs a graph-based representation to unify structure and logic for higher reasoning capability. Categorical knowledge structures are special method of formalization based on category theory and typed category theory for structured knowledge representation. This paper presents a new reasoning method at an angle of knowledge association and deduction. This method changes basic knowledge reasoning to the computation of categorical structure. This method visualizes the process of knowledge reasoning through analogical functors and categorical pushouts.
  • Keywords
    category theory; data mining; data visualisation; inference mechanisms; knowledge representation; type theory; analogical functors; categorical knowledge structures; categorical pushouts; graph-based representation; human thinking; knowledge association; knowledge deduction; knowledge discovery; reasoning capability; structured knowledge representation; typed categorical structure; typed category theory; visual knowledge reasoning; Fuzzy systems; Graph theory; Humans; Knowledge engineering; Knowledge management; Knowledge representation; Logic; Mathematics; Systems engineering and theory; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
  • Conference_Location
    Jinan Shandong
  • Print_ISBN
    978-0-7695-3305-6
  • Type

    conf

  • DOI
    10.1109/FSKD.2008.294
  • Filename
    4666471