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
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;
Conference_Titel :
Multimedia Communications (Mediacom), 2010 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-0-7695-4136-5
DOI :
10.1109/MEDIACOM.2010.69