• DocumentCode
    159022
  • Title

    Interval type-2 fuzzy analysis for e-commerce online review on time-varying universe

  • Author

    Dan Tan ; Hong Mo ; Fan Peng ; Yuchen Ouyang

  • Author_Institution
    Coll. of Electr. & Inf. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
  • fYear
    2014
  • fDate
    9-10 Oct. 2014
  • Firstpage
    7
  • Lastpage
    12
  • Abstract
    It is not easy for fuzzy model to describe the uncertainty of language, because the fuzzy model is a conventional function. The membership function of type-2 fuzzy sets(T2 FS) combines a variety of possible type-1 membership, and the primary membership function reflects the impact of uncertain factors. Online reviews are perceptive informatics, and with the time varying, the evaluation criteria also changes. In the paper, some words are used to cover the universe of online comments semantic, which are interval type-2 fuzzy sets on time-varying universe, and fuzzy comprehensive evaluation and dynamic fuzzy rules are applied to analyze online review. Finally, the linguistic dynamic orbit of the online review is achieved. Show that type-2 fuzzy sets on time-varying universe and dynamic fuzzy rules are more in line with the objective rules that people use language to describe the development of objective and provided their evaluations.
  • Keywords
    electronic commerce; fuzzy set theory; T2 FS; dynamic fuzzy rules; e-commerce online review; fuzzy comprehensive evaluation; fuzzy model; interval type-2 fuzzy analysis; linguistic dynamic orbit; primary membership function; time-varying universe; type-1 membership; type-2 fuzzy sets; Computational modeling; Educational institutions; Fuzzy sets; Logistics; Orbits; Pragmatics; Time-varying systems; Interval Type-2 Fuzzy Sets; Linguistic Dynamic orbits; Online Review; Time-varying Universe of Discourse;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informative and Cybernetics for Computational Social Systems (ICCSS), 2014 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4799-4753-9
  • Type

    conf

  • DOI
    10.1109/ICCSS.2014.6961807
  • Filename
    6961807