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Makale Tam Makale Uluslararası 2024

A bipolar neutrosophic combined compromise solution-based hybrid model for identifying blockchain application barriers and Benchmarking consensus algorithms

Ahmet Aytekin, Eda Bozkurt, Erhan ORAKÇI, Mustafa Uysal, Vladimir Simic, Selçuk Korucuk, Dragan Pamucar

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE Cilt 133 · 01.07.2024
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Özet

Blockchain technology and applications, one of the most attractive Industry 4.0 technologies, provide organizations with a transparent, reliable, and traceable distributed ledger network. Blockchain technologies have the potential to transform the way logistics companies and supply chains operate and boost efficiency. However, blockchain technology applications are not yet widely adopted in all industries. Among the challenges that logistics companies should pay close attention to in the future are focusing on blockchain technology, reducing current barriers, and supporting the best consensus algorithms. In this context, the main research questions are: (1) What are the obstacles to blockchain technology applications in logistics organizations? (2) Which is the best consensus algorithm? The study suggests the approach of combining subjective and objective techniques in the process of weighting the criteria. Also, the research introduces the bipolar neutrosophic-logarithmic percentage change-driven objective weighting approach, as well as the bipolar neutrosophic-combined compromise solution approach, for choosing a consensus algorithm to solve the obstacles blockchain technologies face. According to the study's findings, the most significant barrier in blockchain technologies is "lack of legal regulation". "Proof of authority" is identified as the most important consensus algorithm.

Anahtar kelimeler

Bipolar neutrosophic sets Blockchain consensus methods Blockchain technologies Combined compromise solution Logarithmic percentage change-driven objective weighting

Atıf için künye

Aytekin, A., Bozkurt, E., ORAKÇI, E., Uysal, M., Simic, V., Korucuk, S., & Pamucar, D. (2024). A bipolar neutrosophic combined compromise solution-based hybrid model for identifying blockchain application barriers and Benchmarking consensus algorithms. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 133. https://doi.org/10.1016/j.engappai.2024.108343

BibTeX
@article{aytekin2024-99435,
  author = {Aytekin, Ahmet and Bozkurt, Eda and ORAKÇI, Erhan and Uysal, Mustafa and Simic, Vladimir and Korucuk, Selçuk and Pamucar, Dragan},
  title = {A bipolar neutrosophic combined compromise solution-based hybrid model for identifying blockchain application barriers and Benchmarking consensus algorithms},
  journal = {ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE},
  year = {2024},
  volume = {133},
  issn = {0952-1976},
  doi = {10.1016/j.engappai.2024.108343},
  url = {https://akademik.atauni.edu.tr/yayinlar/99435-a-bipolar-neutrosophic-combined-compromise-solution-based-hybrid-model-for}
}