A Decision Support System for Borrower's Loan in P2P Lending
نویسندگان
چکیده
Recently, P2P lending has become a hot research topic in finance, especially after the global financial crisis. Most existing research did not consider the efficiency from the borrowers’ perspective. This paper proposes a decision support system based on intelligent agents in P2P Lending for borrowers. The system provides borrowers with individual risk assessment, eligible lender search, lending combination and loan recommendation. The system is developed in JADE and evaluated with the PROSPER’s sample data. The result shows that, the model can meet borrower’s needs better and help borrower getting loan more efficiently. Furthermore, it contributes to finance industry by accelerating the funds flow and does favor to economic recovery.
منابع مشابه
Determinants of Default in P2P Lending
This paper studies P2P lending and the factors explaining loan default. This is an important issue because in P2P lending individual investors bear the credit risk, instead of financial institutions, which are experts in dealing with this risk. P2P lenders suffer a severe problem of information asymmetry, because they are at a disadvantage facing the borrower. For this reason, P2P lending sites...
متن کاملBorrower's Self-Disclosure of Social Media Information in P2P Lending
In peer-to-peer (P2P) lending, soft information, such as borrowers’ facial features, textual descriptions of loan applications and so on, are regarded as potential signals to screen borrowers. In this study, we examine the signaling effect of a new category of soft informationsocial media information. Leveraging a unique dataset that combines loan data from a large P2P lending company with soci...
متن کاملDECISIONS UNDER UNCERTAINTY IN DECENTRALIZED ONLINE MARKETS: EMPIRICAL STUDIES OF PEER-TO-PEER LENDING AND OUTSOURCING by
I study the online market for peer-to-peer (P2P) lending, in which individuals bid on unsecured microloans sought by other individual borrowers. Using a large sample of consummated and failed listings from the largest online P2P lending marketplace – Prosper.com, I test whether a borrower's online social networks can help mitigate information asymmetry between borrowers and lenders, focusing on...
متن کاملThe Role of Social Capital in People-to-People Lending Marketplaces
The objective of this paper is to investigate the role of social capital in for-profit People-to-People (P2P) lending marketplaces such as Prosper, the largest P2P lending marketplace in the US. We examine whether marketplace members (lenders, borrowers) are able to capitalize on borrowers' accumulated social capital. From a borrower's perspective, we investigate the influence of social capital...
متن کاملA process model on P2P lending
Background: Online peer-to-peer lending (P2P lending) is booming as the popularity of e-finance. To develop a conceptual model for the P2P lending process is great valuable for managers to tack the issues of marketing, management and operation. Methods: In this paper, we focus on the P2P lending process model and provide a comparative analysis comparing with traditional bank loan process. Resul...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- JCP
دوره 6 شماره
صفحات -
تاریخ انتشار 2011