Implementation of Artificial Intelligence and Machine Learning Technologies in Accounting and Auditing Practice: A Revolution or Evolution
Keywords:
Artificial Intelligence, Machine Learning, Accounting, AuditingAbstract
This research explores the implementation of Artificial Intelligence (AI) and Machine Learning (ML) technologies in accounting and auditing practices, focusing on whether it is a revolution or an evolution. With increasing data complexity and the need for faster analysis, AI and ML offer innovative solutions. These technologies can improve efficiency by speeding up the audit process, reducing human error, and detecting fraud more effectively. Literature and case studies show that the adoption of AI and ML in accounting has brought significant changes in the methodology and outcomes of audit work. While some see it as a revolutionary leap, others consider this development as a natural evolution of information technology in accounting. This research concludes that regardless of the viewpoint taken, AI and ML have and will continue to contribute to fundamental changes in the way accountants and auditors work, driving new standards in the accuracy, efficiency, and reliability of accounting and auditing work. The findings recommend the importance of investing in human resource training to maximize the benefits of these technologies.
References
Adlini, M., Dinda, A., Yulinda, S., & ... (2022). Metode penelitian kualitatif studi pustaka. Edumaspul: Jurnal …, Query date: 2024-05-12 17:46:01. https://ummaspul.e-journal.id/maspuljr/article/view/3394
Bhasin, M. L. (2015). Automating Fraud Detection in Financial Reporting: Case-Study Based Approaches (Vol. 4, Issue 1).
Davenport, T. H., & Kirby, J. (2016). Only Humans Need Apply: Winners and Losers in the Age of Smart Machines. Harper Business.
Gepp, A., Linnenluecke, M. K., O’Neill, T. J., & Smith, T. (2018). Big Data in Accounting and Finance: A Review of Influential Literature. Accounting & Finance, 58(6), 1371–1462.
Harahap, S. S. (2002). Teori Akuntansi. Rajawali Pers.
Haryanto, T. (2017). Peran Teknologi dalam Pengembangan Sistem Informasi Akuntansi. Jurnal Teknologi Dan Manajemen, 12(3), 45–52.
Khanna, H., & Taneja, A. (2018). Impact of Artificial Intelligence and Automation on the Accounting Profession. International Journal of Information Technology and Business Management, 27(1), 40–47.
Kokina, J., Mancha, R., & Pachamanova, D. (2017). Blockchain: Emergent Industry Adoption and Implications for Accounting. Journal of Emerging Technologies in Accounting, 14(1), 91–100.
Krahel, J. P., & Vasarhelyi, M. A. (2014). Big Data and Machine Learning in Auditing: Current Theory and Emerging Practice. Accounting Horizons, 28(2), 409–425.
Maulana, I., & Siregar, V. S. (2018). Implementasi Teknologi AI dalam Akuntansi: Studi Kasus di Indonesia. Jurnal Sistem Informasi Bisnis, 6(1), 88–99.
Mesrantri, I. (2019). Pengaruh Teknologi Informasi terhadap Kinerja Auditor pada Kantor Akuntan Publik di Indonesia. Jurnal Akuntansi Dan Keuangan Indonesia, 16(2), 159–170.
Moffitt, K. C., & Vasarhelyi, M. A. (2013). The Impact of Big Data on Audit Methodologies and Practitioners. Journal of Accountancy, 216(5), 24–27.
Puspitasari, D., & Budiono, D. (2020). Kecerdasan Buatan dan Masa Depan Profesi Akuntan. Jurnal Akuntansi Kontemporer, 12(1), 73–82.
Sun, T., Tian, L., & Zhang, J. (2017). Machine Learning Algorithms for Auditing: A Comprehensive Review. Pacific Accounting Review, 29(1), 106–128.
Vasarhelyi, M. A., & Alles, M. G. (2018). Applying Artificial Intelligence in Auditing: Current Trends and Future Opportunities. Journal of Emerging Technologies in Accounting, 15(2), 1–20.
Willcocks, L., Hindle, J., Lacity, M., & Beer, M. (2016). Innovation through Automation: How AI and Machine Learning are Transforming Modern Business Practices. Journal of Strategic Information Systems, 25(3), 169–188.
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