The integration of forensic accounting and big data technology frameworks for internal fraud mitigation in the banking industry

OE Akinbowale, P Mashigo… - Cogent Business & …, 2023 - Taylor & Francis
The purpose of this study is to investigate the integration of forensic accounting and big data
technology frameworks in relation to the mitigation of internal fraud risk in the banking …

Process mining of event logs: A case study evaluating internal control effectiveness

T Chiu, M Jans - Accounting Horizons, 2019 - publications.aaahq.org
This paper aims at adopting process mining to evaluate the effectiveness of internal control
using a real-life event log. Specifically, the evaluation is based on the full population of an …

The development of the process mining event log generator (PMELG) tool

SR Hawkins, J Pickerd, SL Summers… - Accounting …, 2023 - publications.aaahq.org
Process mining is an emerging technology that allows users to visualize all potential
variations of business processes within an organization. It holds significant potential for …

A multiperspective fraud detection method for multiparticipant e-commerce transactions

W Yu, Y Wang, L Liu, Y An, B Yuan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Detection and prevention of fraudulent transactions in e-commerce platforms have always
been the focus of transaction security systems. However, due to the concealment of e …

Toward a new business reporting model

L Zhang, D Pei, MA Vasarhelyi - Journal of Emerging …, 2017 - publications.aaahq.org
Technology is changing all aspects of business life and forcing adaptation in business
processes and product utilization. Disruptive technologies usually bring in cheaper and …

Fraud audit based on visual analysis: A process mining approach

JF Rodríguez-Quintero, A Sánchez-Díaz… - Applied Sciences, 2021 - mdpi.com
Among the knowledge areas in which process mining has had an impact, the audit domain
is particularly striking. Traditionally, audits seek evidence in a data sample that allows …

Predictive Process Mining a Systematic Literature Review

E Silva, G Marreiros - World Conference on Information Systems and …, 2024 - Springer
As business process complexity reaches an all-time high, the competitive and rapidly
changing environments where organisations operate created the need for business …

Integrating Process Mining and Machine Learning for Advanced Internal Control Evaluation in Auditing

HK Duan, MA Vasarhelyi… - Journal of Information …, 2024 - publications.aaahq.org
This study proposes an internal control evaluation model that incorporates process mining
and machine learning into audit procedures. The model consists of four components …

YES Bank Fraud: Examining the softer underbelly of the fraud from a behavioral model

NJ Sharma, D Aggarwal - Journal of Forensic Accounting …, 2022 - publications.aaahq.org
Poor corporate governance, insufficient regulatory supervision, and lack of compliance are
susceptible factors for fraudulent activities in the Indian banking sector. This study examines …

Understanding and mitigating cyberfraud in Africa

OE Akinbowale, MP Mashigo, P Zerihun - 2024 - library.oapen.org
The book covers the overview of cyberfraud and the associated global statistics. It
demonstrates practicable techniques that financial institutions can employ to make effective …