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  4. Machine Learning in Accounting Research
 
Zitierlink DOI
10.26092/elib/1511

Machine Learning in Accounting Research

Veröffentlichungsdatum
2022-04-26
Autoren
Fieberg, Christian  
Hesse, Matthies  
Loy, Thomas  
Metko, Daniel  
Zusammenfassung
We present a compact overview of machine learning applications in financial accounting and audit research as well as management accounting research. Here, the application of machine learning has the potential to provide novel insights into empirical data and to improve predictive performance. We highlight the potential use of deep learning to process unstructured and structured data more efficiently and a greater focus on model interpretability as viable opportunities for future research.
Schlagwörter
Machine Learning

; 

Accounting
Institution
Universität Bremen  
Fachbereich
Fachbereich 07: Wirtschaftswissenschaft (FB 07)  
Institute
Diginomics Research Group  
Dokumenttyp
Bericht, Report
Serie(s)
Diginomics Working Paper  
Band
0014
Zweitveröffentlichung
Nein
Lizenz
https://creativecommons.org/licenses/by/4.0/
Sprache
Englisch
Dateien
Lade...
Vorschaubild
Name

PDF_Diginomics Working Paper - April 2022, No0014.pdf

Size

948.31 KB

Format

Adobe PDF

Checksum

(MD5):2ca32fd7c7664c346b5801061bf11e03

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