• DocumentCode
    2829630
  • Title

    A Fuzzy Decision System Using Shoppers´ Preferences for Recommendations in E-Commerce Applications

  • Author

    Wu, Zhengping ; Wu, Hao

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of Bridgeport, Bridgeport, CT, USA
  • fYear
    2009
  • fDate
    Nov. 30 2009-Dec. 2 2009
  • Firstpage
    803
  • Lastpage
    808
  • Abstract
    In e-commerce applications, the magnitude of products and the diversity of venders cause confusion and difficulty for common consumers to choose the right product from a trustworthy vender. Although people have recognized the importance of feedbacks and reputations for the trustworthiness of individual venders and products, they still have difficulties when they have to make a shopping decision from a huge number of choices. This paper introduces fuzzy logic into rule definition for preferences of venders and price for products, and designs a novel agent-based decision system using fuzzy rules and reasoning mechanisms to find the right product from a trustworthy vender according to users´ preferences.
  • Keywords
    customer services; electronic commerce; fuzzy logic; fuzzy set theory; knowledge based systems; multi-agent systems; security of data; agent-based decision system; e-commerce applications; fuzzy decision system; fuzzy logic; fuzzy rules; reasoning mechanisms; recommendations; rule definition; shoppers preferences; shopping decision; trustworthy vender; Application software; Computer science; Design engineering; Electronic commerce; Environmental management; Extraterrestrial measurements; Fuzzy logic; Fuzzy systems; Intelligent systems; Probability; Decision-making; E-Commerce; Fuzzy Recommendation; Preference-based shopping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2009. ISDA '09. Ninth International Conference on
  • Conference_Location
    Pisa
  • Print_ISBN
    978-1-4244-4735-0
  • Electronic_ISBN
    978-0-7695-3872-3
  • Type

    conf

  • DOI
    10.1109/ISDA.2009.171
  • Filename
    5364043