• DocumentCode
    2212339
  • Title

    An Intelligent Agent System for Borrower´s Recommendation in P2P Lending

  • Author

    Jinghua, Wu ; Rong, Fu

  • Author_Institution
    Sch. of Inf. & Eng. Technol., Sichuan Agric. Univ., Ya´´an, China
  • fYear
    2010
  • fDate
    7-8 Aug. 2010
  • Firstpage
    179
  • Lastpage
    182
  • Abstract
    Recently, P2P lending has become a hot research topic in finance, especially after the global financial crisis. Most of existing research efforts did not consider the efficiency from the borrowers´ perspective. In this paper we propose a recommendation model based on intelligent agent in P2P Lending for the borrowers. The model provides for the borrowers with individual risk assessment, the eligible lender search, the lending combination and the loan recommendation. Recommendations are made with reasoning on ontology-based knowledge. The model are developed in JADE and evaluated by the PROSPER´s sample data. The result shows that, the model can meet borrower´s needs better and help borrower getting loan more efficiency.
  • Keywords
    financial data processing; multi-agent systems; ontologies (artificial intelligence); risk management; JADE; P2P lending; PROSPER; borrower recommendation; eligible lender search; individual risk assessment; intelligent agent system; ontology-based knowledge; intelligent recommender system; loan recommendation; online P2P lending;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Communications (Mediacom), 2010 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-0-7695-4136-5
  • Type

    conf

  • DOI
    10.1109/MEDIACOM.2010.69
  • Filename
    5694175