• DocumentCode
    3037258
  • Title

    An Intelligent Recommendation Method of E-Commerce Based on Ontology

  • Author

    Feng, Yong ; Xu, Hongyan ; Xin Fang

  • Author_Institution
    Inf. Coll., Liaoning Univ., Shenyang, China
  • fYear
    2009
  • fDate
    24-26 July 2009
  • Firstpage
    592
  • Lastpage
    594
  • Abstract
    There are some problems, such as ldquonew productrdquo, ldquonew userrdquo and ldquocold startrdquo etc. in the current intelligent recommendation systems of e-commerce. To solve the above problems, we applied ontology technology in the intelligent recommendation of e-commerce and proposed a new intelligent recommendation method. Firstly, the concept of ontology was introduced and the ontology of e-commerce was built. Secondly, an intelligent recommendation method of e-commerce based on ontology was put forward. Furthermore, the working principle of the proposed method was analyzed and its core processes were described. Finally, the proposed method was proved to be rational and feasible via an experiment. The intelligent recommendation method can improve the efficiency of product retrieval and customer satisfaction.
  • Keywords
    customer satisfaction; electronic commerce; ontologies (artificial intelligence); customer satisfaction; e-commerce; intelligent recommendation method; ontology; product retrieval; Business; Customer satisfaction; Educational institutions; Electronic commerce; Forward contracts; Information technology; Intelligent systems; Knowledge management; Ontologies; Portable computers; Electronic commerce; intelligent recommendation; knowledge management; ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Intelligence and Financial Engineering, 2009. BIFE '09. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-3705-4
  • Type

    conf

  • DOI
    10.1109/BIFE.2009.139
  • Filename
    5208814