[PDF][PDF] Artificial intelligence in debt collection

L Phillips, P Moggridge - … Control Journal and Asset & Risk …, 2019 - advancedcollection.co.uk
Artificial Intelligence is making its way into all parts of our business and private lives. The debt
collection sector … The purpose of this paper is to discuss AI in debt collection. It provides an …

[PDF][PDF] Debt collection industry: machine learning approach

A Shoghi - Journal of Money and Economy, 2019 - jme.mbri.ac.ir
… in how big data, artificial intelligence, machine learning, and predictive analytics can be …
-driven machine learning method to optimize the collection process for a debt collection agency. …

Artificial Intelligence and Debt Collection: Evidence from a Field Experiment

Y Zhou - Available at SSRN 4905228, 2024 - papers.ssrn.com
… examines the role of artificial intelligence (AI) in facilitating the non-judicial collection process
… In this paper, we collaborate with a debt collection company in the Netherlands, which we …

[PDF][PDF] Artificial Intelligence and Debt Collection: Evidence from a Field Experiment

Q Wang, Y Zhou - ncbankruptcyexpert.com
… examines the role of artificial intelligence (AI) in facilitating the non-judicial collection process
… In this paper, we collaborate with a debt collection company in the Netherlands, which we …

Predicting Performance of Legal Debt Collection Agency

N Altınok, E Farrokhizadeh, A Tekin… - Intelligent and Fuzzy …, 2022 - Springer
… For this purpose, when we review related studies in the literature within the framework of
debt collection and debt collection agencies, we see mostly studies about customer payment …

[PDF][PDF] The Concept of Using Artificial Intelligence Methods in Debt Financing of Business Entities.

O Veres, P Ilchuk, O Kots - COLINS, 2022 - ceur-ws.org
… technologies already see significant payments in their loan portfolios, ie confirm the feasibility
and effectiveness of using artificial intelligence in debt collection. They also identified the …

Digital debt collection and ecologies of consumer overindebtedness

DawnBurton - Economic Geography, 2020 - Taylor & Francis
… digital ecology comprising new digital entrants that use artificial intelligence, machine
learning, and data mining. A fourfold framework provides a lens through which the new fintech …

[HTML][HTML] Data-driven approach for identifying the factors related to debt collector performance

K Sivamayilvelan, E Rajasekar, S Balachandran… - Journal of Open …, 2024 - Elsevier
… for analyzing the performance of the debt collector. We have developed the … and collection
percentage. We have used the private debt collection dataset to assess the debt collector's

A decision support system to optimize debt collection assignments

SC Onar, B Oztaysi, C Kahraman, E Öztürk - Intelligent and Fuzzy …, 2020 - Springer
… In this study, we focus on improving the debt collection systems. Classification algorithms
are very beneficial for such problems. We decide to use Naive Bayes classifier since the logic …

[PDF][PDF] Better than Human? Experiments with AI Debt Collectors

JJ Choi, D Huang, Z Yang, Q Zhang - 2024 - spinup-000d1a-wp-offload-media.s3 …
… Abstract: How good is artificial intelligence (AI) at persuading humans to perform personally
costly actions that carry a moral valence? We study the effectiveness of phone calls made to …