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Credit Scoring with Social Network Data

Citations

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Cited by:

  1. DE CNUDDE, Sofie & MOEYERSOMS, Julie & STANKOVA, Marija & TOBBACK, Ellen & JAVALY, Vinayak & MARTENS, David, 2015. "Who cares about your Facebook friends? Credit scoring for microfinance," Working Papers 2015018, University of Antwerp, Faculty of Business and Economics.
  2. Rita Gsenger & Toma Strle, 2021. "Trust, automation bias and aversion: algorithmic decision-making in the context of credit scoring," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 19(4), pages 542-560.
  3. Dimitris Andriosopoulos & Michalis Doumpos & Panos M. Pardalos & Constantin Zopounidis, 2019. "Computational approaches and data analytics in financial services: A literature review," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(10), pages 1581-1599, October.
  4. Razavi, Rouzbeh & Elbahnasawy, Nasr G., 2025. "Unlocking credit access: Using non-CDR mobile data to enhance credit scoring for financial inclusion," Finance Research Letters, Elsevier, vol. 73(C).
  5. João Paulo Coelho Ribeiro & Fábio Duarte & Ana Paula Matias Gama, 2022. "Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-35, December.
  6. Freedman, Seth & Jin, Ginger Zhe, 2017. "The information value of online social networks: Lessons from peer-to-peer lending," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
  7. Christa Gibbs & Benedict Guttman-Kenney & Donghoon Lee & Scott Nelson & Wilbert van der Klaauw & Jialan Wang, 2025. "Consumer Credit Reporting Data," Journal of Economic Literature, American Economic Association, vol. 63(2), pages 598-636, June.
  8. Mohammad Sahabuddin & Junaina Muhammad & Mohamed Hisham Yahya & Sabarina Mohammed Shah & Md. Kausar Alam, 2019. "Digitalization, Innovation and Sustainable Development: An Evidence of Islamic Finance Perspective," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 9(12), pages 651-656, December.
  9. Fang, Fang & Chen, Yuanyuan, 2019. "A new approach for credit scoring by directly maximizing the Kolmogorov–Smirnov statistic," Computational Statistics & Data Analysis, Elsevier, vol. 133(C), pages 180-194.
  10. Waas, Bernd, 2023. "Künstliche Intelligenz und Arbeitsrecht," HSI-Schriftenreihe, Hugo Sinzheimer Institute for Labour and Social Security Law (HSI), Hans Böckler Foundation, volume 46, number 303122.
  11. Daniel Bjorkegren & Joshua E. Blumenstock & Samsun Knight, 2020. "Manipulation-Proof Machine Learning," Papers 2004.03865, arXiv.org.
  12. Shiqi Fang & Zexun Chen & Jake Ansell, 2024. "Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing," Papers 2408.02558, arXiv.org, revised Sep 2024.
  13. Pinar Yildirim & Yanhao Wei & Christophe Bulte & Joy Lu, 2020. "Social network design for inducing effort," Quantitative Marketing and Economics (QME), Springer, vol. 18(4), pages 381-417, December.
  14. Rivalani Hlongwane & Kutlwano K K M Ramaboa & Wilson Mongwe, 2024. "Enhancing credit scoring accuracy with a comprehensive evaluation of alternative data," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-18, May.
  15. Wang, Zhongyi & Tian, Yuhang & Li, Sihan & Xiao, Jin, 2025. "A secure cross-silo collaborative method for imbalanced credit scoring," European Journal of Operational Research, Elsevier, vol. 326(2), pages 357-373.
  16. Nicol√°s de Roux, 2021. "Exogenous shocks, credit reports and access to credit: Evidence from colombian coffee producers," Documentos CEDE 19769, Universidad de los Andes, Facultad de Economía, CEDE.
  17. Sun, Yue & Chai, Nana & Dong, Yizhe & Shi, Baofeng, 2022. "Assessing and predicting small industrial enterprises’ credit ratings: A fuzzy decision-making approach," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1158-1172.
  18. David A. Schweidel & Yakov Bart & J. Jeffrey Inman & Andrew T. Stephen & Barak Libai & Michelle Andrews & Ana Babić Rosario & Inyoung Chae & Zoey Chen & Daniella Kupor & Chiara Longoni & Felipe Thomaz, 2022. "How consumer digital signals are reshaping the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1257-1276, November.
  19. Sanjiv Das & Xin Huang & Soji Adeshina & Patrick Yang & Leonardo Bachega, 2023. "Credit Risk Modeling with Graph Machine Learning," INFORMS Joural on Data Science, INFORMS, vol. 2(2), pages 197-217, October.
  20. Bryan Bollinger & Song Yao, 2018. "Risk transfer versus cost reduction on two-sided microfinance platforms," Quantitative Marketing and Economics (QME), Springer, vol. 16(3), pages 251-287, September.
  21. Kozodoi, Nikita & Lessmann, Stefan & Alamgir, Morteza & Moreira-Matias, Luis & Papakonstantinou, Konstantinos, 2025. "Fighting sampling bias: A framework for training and evaluating credit scoring models," European Journal of Operational Research, Elsevier, vol. 324(2), pages 616-628.
  22. Nicol√°s de Roux, 2020. "Weather Variability, Credit Scores and Access to Credit: Evidence from Colombian Coffee Farmers," Documentos CEDE 17800, Universidad de los Andes, Facultad de Economía, CEDE.
  23. Jong Wook Lee & So Young Sohn, 2021. "Evaluating borrowers’ default risk with a spatial probit model reflecting the distance in their relational network," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-11, December.
  24. Jian Mou & J. Christopher Westland & Tuan Q. Phan & Tianhui Tan, 2020. "Microlending on mobile social credit platforms: an exploratory study using Philippine loan contracts," Electronic Commerce Research, Springer, vol. 20(1), pages 173-196, March.
  25. Atalay Denknalbant & Emre Sezdi & Zeki Furkan Kutlu, 2025. "Credit Risk Estimation with Non-Financial Features: Evidence from a Synthetic Istanbul Dataset," Papers 2512.12783, arXiv.org, revised Feb 2026.
  26. Yi Liu & Pinar Yildirim & Z. John Zhang, 2021. "Social Media, Content Moderation, and Technology," Papers 2101.04618, arXiv.org, revised Jan 2021.
  27. Luis Javier Sanchez-Barrios & Mario Giraldo & Mahmoud Khalik & Ricardo Manjarres, 2015. "Services for the underserved: unintended well-being," The Service Industries Journal, Taylor & Francis Journals, vol. 35(15-16), pages 883-897, November.
  28. Xianghua Lu & Tian Lu & Chong (Alex) Wang & Ruofan Wu, 2021. "Can Social Notifications Help to Mitigate Payment Delinquency in Online Peer‐to‐Peer Lending?," Production and Operations Management, Production and Operations Management Society, vol. 30(8), pages 2564-2585, August.
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