Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Data mining applications in accounting: A review of the literature and organizing framework

FA Amani, AM Fadlalla - International Journal of Accounting Information …, 2017 - Elsevier
This paper explores the applications of data mining techniques in accounting and proposes
an organizing framework for these applications. A large body of literature reported on …

[HTML][HTML] Explaining the (non-) adoption of advanced data analytics in auditing: A process theory

F Krieger, P Drews, P Velte - International Journal of Accounting …, 2021 - Elsevier
Audit firms are increasingly engaging with advanced data analytics to improve the efficiency
and effectiveness of external audits through the automation of audit work and obtaining a …

Toward integration of Big Data, technology and information systems competencies into the accounting curriculum

D Sledgianowski, M Gomaa, C Tan - Journal of Accounting Education, 2017 - Elsevier
Recent initiatives of the American Accounting Association (AAA) and the Association to
Advance Collegiate Schools of Business International (AACSB) have emphasized the …

Drivers of the use and facilitators and obstacles of the evolution of big data by the audit profession

MG Alles - Accounting horizons, 2015 - publications.aaahq.org
Big Data is one of the most important developments in management practice today, with
arguing that it will fundamentally change business. states that “the market for Big Data will …

[HTML][HTML] Embedding process mining into financial statement audits

M Werner, M Wiese, A Maas - International Journal of Accounting …, 2021 - Elsevier
The audit of financial statements is a complex and highly specialized process. Digitalization
and the increasing automation of transaction processing create new challenges for auditors …

Adoption, use and management of process mining in practice

T Grisold, J Mendling, M Otto… - Business Process …, 2021 - emerald.com
Purpose This study explores how process managers perceive the adoption, use and
management of process mining in practice. While research in process mining predominantly …

Analytical procedures in external auditing: A comprehensive literature survey and framework for external audit analytics

DA Appelbaum, A Kogan… - Journal of Accounting …, 2018 - emerald.com
There is an increasing recognition in the public audit profession that the emergence of big
data as well as the growing use of business analytics by audit clients has brought new …

The effects of person‐specific, task, and environmental factors on digital transformation and innovation in auditing: A review of the literature

D Barr‐Pulliam, HL Brown‐Liburd… - Journal of International …, 2022 - Wiley Online Library
This study reviews literature examining digital transformation in the external audit setting.
Our review will inform the standard‐setting initiatives of the International Auditing and …

[HTML][HTML] Utilizing domain knowledge in data-driven process discovery: A literature review

D Schuster, SJ van Zelst, WMP van der Aalst - Computers in Industry, 2022 - Elsevier
Process mining aims to improve operational processes in a data-driven manner. To this end,
process mining offers methods and techniques for systematically analyzing event data …