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<p>Facing the triple challenges of information opacity, inefficiency, and security in e-commerce supply chain logistics, this study turns to blockchain technology for solutions. Blockchain’s decentralization, transparency, and security features present fresh avenues for overcoming these obstacles. By harnessing the Adaboost algorithm, we optimize logistics data processing to bolster decision-making efficiency. Moreover, using game theory, we analyze how information sharing strategies among enterprises affect logistics management, advocating for a paradigm shift towards cooperative logistics modes. Implementing blockchain technology in our study led to a significant leap in logistics transparency and efficiency, with experimental data revealing a 20% decrease in logistics costs and a 30% enhancement in efficiency. These findings affirm the role of blockchain as a catalyst for innovation in e-commerce supply chain logistics, promoting a more efficient and secure information-sharing ecosystem.</p>
</abstract>

Facing the triple challenges of information opacity, inefficiency, and security in e-commerce supply chain logistics, this study turns to blockchain technology for solutions. Blockchain’s decentralization, transparency, and security features present fresh avenues for overcoming these obstacles. By harnessing the Adaboost algorithm, we optimize logistics data processing to bolster decision-making efficiency. Moreover, using game theory, we analyze how information sharing strategies among enterprises affect logistics management, advocating for a paradigm shift towards cooperative logistics modes. Implementing blockchain technology in our study led to a significant leap in logistics transparency and efficiency, with experimental data revealing a 20% decrease in logistics costs and a 30% enhancement in efficiency. These findings affirm the role of blockchain as a catalyst for innovation in e-commerce supply chain logistics, promoting a more efficient and secure information-sharing ecosystem.

Blockchain-based e-commerce supply chain logistics management model innovation in the context of big data analysis

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Facing the triple challenges of information opacity, inefficiency, and security in e-commerce supply chain logistics, this study turns to blockchain technology...

Blockchain-based e-commerce supply chain logistics management model innovation in the context of big data analysis

Published Online: Apr 01, 2024

Page range: -

Received: Jan 26, 2024

Accepted: Feb 03, 2024

DOI: https://doi.org/10.2478/amns-2024-0729

Keywords
Blockchain, E-commerce supply chain, Logistics management, Adaboost algorithm

© 2024 Dongdong Hou et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Blockchain-based e-commerce supply chain logistics management model innovation in the context of big data analysis

Published Online: Apr 01, 2024

Page range: -

Received: Jan 26, 2024

Accepted: Feb 03, 2024

DOI: https://doi.org/10.2478/amns-2024-0729

KeywordsBlockchain, E-commerce supply chain, Logistics management, Adaboost algorithm

© 2024 Dongdong Hou et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Blockchain, E-commerce supply chain, Logistics management, Adaboost algorithm