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Forecasting corporate credit ratings using big data from social media · Study

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ArticleForecasting corporate credit ratings using big data from social media

Yuh‐Jen Chen2022

Article2022

Forecasting corporate credit ratings using big data from social media

Yuh‐Jen Chen · Yuh‐Min Chen

33 citations·0/0 files stored·Expert Systems with Applications

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Financial Distress and Bankruptcy Prediction Stock Market Forecasting Methods Credit Risk and Financial Regulations

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References

2018Big data techniques in auditing research and practice: Current trends and future opportunities 2012Hybrid system with genetic algorithm and artificial neural networks and its application to retail credit risk assessment 2016A deep learning approach for credit scoring using credit default swaps 2015An empirical evaluation of the performance of binary classifiers in the prediction of credit ratings changes 2020Corporate default forecasting with machine learning 2011A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach 2018A multicriteria outranking approach for modeling corporate credit ratings: An application of the Electre Tri-nC method 2012A hybrid KMV model, random forests and rough set theory approach for credit rating

Cited by

2025Innovative Credit Risk Assessment: Leveraging Social Media Data for Inclusive Credit Scoring in Indonesia’s Fintech Sector 2024A novel URP-CNN model for bond credit risk evaluation of Chinese listed companies

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2022Credit scoring methods: Latest trends and points to considerarticle · 4 shared references 2018Topological applications of multilayer perceptrons and support vector machines in financial decision support systemsarticle · 4 shared references 2018A multicriteria outranking approach for modeling corporate credit ratings: An application of the Electre Tri-nC methodarticle · 3 shared references 2019Computational approaches and data analytics in financial services: A literature reviewarticle · 3 shared references 2022Developing an integrated fuzzy credit rating system for SMEs using fuzzy-BWM and fuzzy-TOPSIS-Sort-Carticle · 3 shared references 2021Elements of Credit Rating: A Hybrid Review and Future Research Agendaarticle · 3 shared references

Details

Year2022

Typearticle

Published2022-07-02

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations33

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.eswa.2022.118042

openalex_workW4283784913

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