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Online peer-to-peer lending: A review of the literature
This study reviews the literature of online peer-to-peer (P2P) lending from 2008 until 2020
as an emergent but fast spreading phenomenon in the context of digital finance. Previous …
as an emergent but fast spreading phenomenon in the context of digital finance. Previous …
Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods
Credit risk assessment is a crucial element in credit risk management. With the extensive
research on consumer credit risk assessment in recent decades, the abundance of literature …
research on consumer credit risk assessment in recent decades, the abundance of literature …
Making the world a better place with fintech research
A Lagna, MN Ravishankar - Information Systems Journal, 2022 - Wiley Online Library
Financial technology (fintech) is seen as possessing significant potential to provide the poor
access to financial services and help them escape the clutches of poverty. Surprisingly …
access to financial services and help them escape the clutches of poverty. Surprisingly …
Deep transfer learning & beyond: Transformer language models in information systems research
AI is widely thought to be poised to transform business, yet current perceptions of the scope
of this transformation may be myopic. Recent progress in natural language processing …
of this transformation may be myopic. Recent progress in natural language processing …
A privacy-preserving decentralized credit scoring method based on multi-party information
With society's wide-scale adoption of information technology, significant information about
borrowers is distributed across various parties, information that can be jointly used to …
borrowers is distributed across various parties, information that can be jointly used to …
Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention
Effective financial distress prediction (FDP) can discover a company's potential financial
risks and support relevant decisions in a timely manner. Previous studies on FDP have …
risks and support relevant decisions in a timely manner. Previous studies on FDP have …
A Bibliometric map** of peer-to-peer lending research based on economic and business perspective
This study aims to conduct a bibliometric analysis on peer-to-peer lending literature
published in Scopus indexed journals from an economic and business perspective. The …
published in Scopus indexed journals from an economic and business perspective. The …
Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets
For the emerging peer-to-peer (P2P) lending markets to survive, they need to employ credit-
risk management practices such that an investor base is profitable in the long run …
risk management practices such that an investor base is profitable in the long run …
Social innovations and the fight against poverty: An analysis of India's first prosocial P2P lending platform
MN Ravishankar - Information Systems Journal, 2021 - Wiley Online Library
Prosocial P2P lending platforms are a novel and powerful example of a digital social
innovation (DSI) in which the operating model relies primarily on digital technologies and …
innovation (DSI) in which the operating model relies primarily on digital technologies and …
A hierarchical attention-based feature selection and fusion method for credit risk assessment
X Liu, Y Li, C Dai, H Zhang - Future Generation Computer Systems, 2024 - Elsevier
A stable financial environment is requisite for the continuous growth of the E-business
market, emphasizing the importance of credit risk assessment. Generally, credit risk …
market, emphasizing the importance of credit risk assessment. Generally, credit risk …