Online peer-to-peer lending: A review of the literature

SA Basha, MM Elgammal, BM Abuzayed - Electronic Commerce Research …, 2021 - Elsevier
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 …

Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods

X Zhang, L Yu - Expert Systems with Applications, 2024 - Elsevier
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 …

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 …

Deep transfer learning & beyond: Transformer language models in information systems research

R Gruetzemacher, D Paradice - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
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 …

A privacy-preserving decentralized credit scoring method based on multi-party information

H He, Z Wang, H Jain, C Jiang, S Yang - Decision Support Systems, 2023 - Elsevier
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 …

Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention

C Wu, C Jiang, Z Wang, Y Ding - Decision Support Systems, 2024 - Elsevier
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 …

A Bibliometric map** of peer-to-peer lending research based on economic and business perspective

H Kholidah, HY Hijriah, I Mawardi, N Huda… - Heliyon, 2022 - cell.com
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 …

Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets

Š Lyócsa, P Vašaničová, B Hadji Misheva… - Financial Innovation, 2022 - Springer
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 …

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 …

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 …