Derleme

An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement

Cilt: 10 Sayı: 2 28 Aralık 2025
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An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement

Öz

The accelerating evolution of artificial intelligence (AI) technologies is precipitating transformative shifts within logistics and procurement, redefining operational paradigms across both public and private domains. The adoption of AI in finance, supply chain management, and procurement processes has gained remarkable traction, owing to its capacity to deliver heightened efficiency, enhanced accuracy, and improved cost-effectiveness. Yet, despite this momentum, integrative resources that systematically delineate the conceptual foundations, strategic advantages, and practical illustrations of AI within logistics and procurement remain scarce, though notable progress continues to emerge. This paper seeks to advance both scholarly discourse and professional practice by critically evaluating the implications of AI-driven process automation in logistics and procurement. Drawing upon industry-leading platforms such as Symphony and GEP SMART, complemented by sectoral reports and contemporary academic literature, the study develops comprehensive process maps that elucidate applied dimensions of AI integration. Beyond analytical insights, the paper proposes actionable and forward-looking recommendations specifically tailored to the Public Procurement Authority (Kamu İhale Kurumu, KİK) of the Republic of Türkiye, thereby offering a roadmap for embedding AI within procurement governance frameworks.

Anahtar Kelimeler

Kaynakça

  1. Akben, İ., & İncenacar, T. (2018). Artificial intelligence in the supply chain management. II. Uluslararası Sosyal Bilimler Kongresi, 184–199. https://t.ly/yfvY
  2. Allal-Chérif, O., Simón-Moya, V., & Cuenca Ballester, A. C. (2021). Intelligent purchasing: How artificial intelligence can target the purchasing function. Journal of Business Research, 124, 69–76. https://doi.org/10.1016/j.jbusres.2020.11.050
  3. Alparslan, G., & Lule, S. (2022). What is financial inclusion? How can artificial intelligence be used? https://ai.org.tr/2022/08/26/finansal-kapsayicilik-nedir-yapay-zeka-nasil-kullanilabilir/
  4. Al-Saba, T., & El-Amin, I. (1999). Artificial neural networks as applied to long-term demand forecasting. Artificial Intelligence in Engineering, 13, 189–197.
  5. Aylak, B. L., Oral, O., & Yazıcı, K. (2021). Yapay zeka ve makine öğrenmesi tekniklerinin lojistik sektöründe kullanımı. El-Cezeri Journal of Science and Engineering, 8(1), 74–93. https://doi.org/10.31202/ecjse.776314
  6. Baily, P., Farmer, D., & Jessop, D. (2005). Purchasing principles and management. Pearson Education Limited.
  7. Becze, J. (2020). Volvo VISE (Bachelor’s thesis, Umeå University). DiVA. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-171730
  8. Bhattacharya, A. (2018). Artificial intelligence (AI) & its impact on procurement. Zycus. https://www.zycus.com/blog/procurement-technology/artificial-intelligence-ai-its-impact-on-procurement.html

Ayrıntılar

Birincil Dil

İngilizce

Konular

Kamu Ekonomisi, Bütçe ve Mali Planlama

Bölüm

Derleme

Yayımlanma Tarihi

28 Aralık 2025

Gönderilme Tarihi

31 Temmuz 2024

Kabul Tarihi

8 Ekim 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 10 Sayı: 2

Kaynak Göster

APA
Efe, A. (2025). An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement. International Journal of Public Finance, 10(2), 533-564. https://doi.org/10.30927/ijpf.1525662
AMA
1.Efe A. An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement. IJPF. 2025;10(2):533-564. doi:10.30927/ijpf.1525662
Chicago
Efe, Ahmet. 2025. “An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement”. International Journal of Public Finance 10 (2): 533-64. https://doi.org/10.30927/ijpf.1525662.
EndNote
Efe A (01 Aralık 2025) An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement. International Journal of Public Finance 10 2 533–564.
IEEE
[1]A. Efe, “An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement”, IJPF, c. 10, sy 2, ss. 533–564, Ara. 2025, doi: 10.30927/ijpf.1525662.
ISNAD
Efe, Ahmet. “An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement”. International Journal of Public Finance 10/2 (01 Aralık 2025): 533-564. https://doi.org/10.30927/ijpf.1525662.
JAMA
1.Efe A. An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement. IJPF. 2025;10:533–564.
MLA
Efe, Ahmet. “An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement”. International Journal of Public Finance, c. 10, sy 2, Aralık 2025, ss. 533-64, doi:10.30927/ijpf.1525662.
Vancouver
1.Ahmet Efe. An Analysis and Evaluation of Artificial Intelligence Applications in Logistics and Procurement. IJPF. 01 Aralık 2025;10(2):533-64. doi:10.30927/ijpf.1525662

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