Logistics 4.0 Maturity Levels Assessed Based on GDM (Grey Decision Model) and Artificial Intelligence in Logistics 4.0 -Trends and Future Perspective

Joanna Ole?ków-Sz?apka; Hubert Wojciechowski; Roman Domański; Grzegorz Paw?owski

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Logistics 4.0 Maturity Levels Assessed Based on GDM (Grey Decision Model) and Artificial Intelligence in Logistics 4.0 -Trends and Future Perspective

机译：物流4.0基于GDM（灰色决策模型）和物流人工智能评估的成熟度水平4.0---和未来的观点

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The great interest of researchers and scientists is put to application of Artificial intelligence (AI) in industrial companies and there can be listed plenty articles related to AI and Industry 4.0. There is still little interest in Logistics 4.0 and AI, therefore, authors recognize it as a potential research gap. In hereby paper author presents previously developed Logistics 4.0 maturity model and their original proposal to assess maturity levels by virtue of a grey decision model for a small sample size of companies. Moreover, paper discuss potential directions of evolution for AI and Logistics 4.0 as a result of undeniable changes in our environment.

机译：研究人员和科学家的巨大兴趣是在工业公司中的人工智能（AI）的应用，并且可以列出与AI和Industry 4.0相关的充足文章。因此，作者将其作为潜在的研究差距，仍然没有对物流4.0和AI感兴趣。在此，纸质作者介绍了以前发达的物流4.0成熟型及其原始建议，以评估成熟度水平的成熟水平，凭借公司的小型示例规模的灰色决策模型。此外，由于我们环境的不可否认的变化，纸张讨论了AI和物流4.0的潜在方向。

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《Procedia Manufacturing》 |2019年第186期|共9页
作者
Joanna Ole?ków-Sz?apka; Hubert Wojciechowski; Roman Domański; Grzegorz Paw?owski;
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Logistics 4.0maturity modelgrey systemsgrey decision modelartificial intelligence;

机译：物流4.0Maturity ModelGrey SystemsGrey决策型号智能;

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3. Cyber risk at the edge: current and future trends on cyber risk analytics and artificial intelligence in the industrial internet of things and industry 4.0 supply chains [J] . Radanliev Petar, De Roure David, Page Kevin, Cybersecurity . 2020,第a期

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4. Planning Guideline and Maturity Model for Intra-logistics 4.0 in SME [C] . Knut Krowas, Ralph Riedel IFIP WG 5.7 international conference on advances in production management systems . 2019

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5. Modeling differential item functioning (DIF) using multilevel logistic regression models: A Bayesian perspective. [D] . Chaimongkol, Saengla. 2005

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Logistics 4.0 Maturity Levels Assessed Based on GDM (Grey Decision Model) and Artificial Intelligence in Logistics 4.0 -Trends and Future Perspective

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