Machine Learning in Accounting Research
Veröffentlichungsdatum
2022-04-26
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
Fachbereich
Institute
Dokumenttyp
Bericht, Report
Serie(s)
Band
0014
Zweitveröffentlichung
Nein
Sprache
Englisch
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Name
PDF_Diginomics Working Paper - April 2022, No0014.pdf
Size
948.31 KB
Format
Adobe PDF
Checksum
(MD5):2ca32fd7c7664c346b5801061bf11e03