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
Link To Document