Profit vs. Equality? The Case of Financial Risk Assessment and A New Perspective on Alternative Data.

T Lu, Y Zhang, B Li - MIS quarterly, 2023 - search.ebscohost.com
The importance of pursuing financial inclusion to accelerate economic growth and enhance
financial sustainability has been well noted. However, studies have provided few actionable …

Alternative data in fintech and business intelligence

LW Cong, B Li, QT Zhang - The Palgrave handbook of FinTech and …, 2021 - Springer
Abstract Cong, Li, and Zhang introduce recent research in economics and business-related
fields utilizing data from unconventional sources or of unstructured nature. Highlighting …

Examining the spillover effect of sustainable consumption on microloan repayment: A big data-based research

Y Ye, X Lu, T Lu - Information & Management, 2022 - Elsevier
Social value-oriented consumers perform more sustainable consumption than conventional
consumers do because consumers' choices reflect their latent social values on …

Deep learning for repayment prediction in leasing companies

M Hernes, A Kozierkiewicz, M Maleszka, A Rot… - 2021 - um.edu.mt
Purpose: This paper aims to improve repayment prediction in leasing companies using a
deep learning model. Design/Methodology/Approach: In this work, we prepare some deep …

[HTML][HTML] 消费行为与信贷违约——基于自我调节理论的实证分析

吴越, 张颖婕, 陆天, 徐云杰, 孙毅衡 - 经济管理学刊, 2023 - jgcm.ac.cn
在金融科技快速发展的今天, 信贷风险是金融行业关注的重心. 传统研究在分析用户信贷违约
行为时, 主要集中于用户一些基本的, 静态的信息. 结合近年来日益普及的数字化支付交易 …

Your Posts Expose You: Theory-Driven Approach to Credit Risk Prediction for Microloans Based on Social Media Content

T Lu, Y Xu, G Chen, C Zhang - Available at SSRN 4138565, 2022 - papers.ssrn.com
We investigated the value of credit borrowers' social media posts, such as microblog posts,
in the prediction of their credit risk. We used a mixed methodology to enhance credit …

Insights from niche markets: explainable and predictive value of consumption tendency in credit risk assessment

W Li, Y Wu, Y Zhang, T Lu, Y Xu… - Available at SSRN …, 2022 - papers.ssrn.com
The rapid development of financial technology (ie, FinTech) drives the growing popularity of
digital payment transactions. This phenomenon, especially given the increasing number of …

[图书][B] Differential Privacy, Federated Learning, and Privacy-Preserving Credit Risk Modeling

H Zhang - 2023 - search.proquest.com
Given the sheer size of the consumer credit market and the huge number of consumer credit
users, credit risk modeling, or predicting delinquent (or default) probabilities of borrowers to …

Insights from Niche Markets: Explainable and Predictive Values of Consumption Tendency on Credit Risks

W Li, Y Wu, Y Zhang, T Lu, Y Sun, X Zheng - 2022 - aisel.aisnet.org
The rapid development of FinTech drives the growing popularity of digital payment
transactions. This phenomenon, especially given the increasing number of offline and online …