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Applications of emerging technologies and AI/ML algorithmsInternational Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022) /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applications of emerging technologies and AI/ML algorithmsedited by Manoj Kumar Tiwari ... [et al.].
其他題名:	International Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022) /
其他題名:	ICDAPS 2022
其他作者:	Tiwari, Manoj Kumar.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2023.
面頁冊數:	xii, 408 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Government purchasingCongresses.Management
電子資源:	https://doi.org/10.1007/978-981-99-1019-9
ISBN:	9789819910199$q(electronic bk.)

Applications of emerging technologies and AI/ML algorithmsInternational Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022) /
Applications of emerging technologies and AI/ML algorithmsInternational Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022) /[electronic resource] :ICDAPS 2022edited by Manoj Kumar Tiwari ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xii, 408 p. :ill. (some col.), digital ;24 cm. - Asset analytics, performance and safety management,2522-5170. - Asset analytics, performance and safety management..

Chapter 1: Q-Learning Approach to Mitigate Bacterial Contamination in Food Supply Chain -- Chapter 2: Optimization of Network Planning in a Real-Life Vehicle Logistics Distribution System -- Chapter 3: Efficient Supplier Selection in e-Procurement Reverse Auction using Graph Based Model -- Chapter 4: Role of E-procurement and Blockchains in Government Tendering- A Case of China Omnichannel distribution network design for fresh-food procurement considering freshness keeping effort and food quality loss.

This book provides practical insights into applications of the state-of-the-art of Machine Learning and Artificial Intelligence (AI) for solving intriguing and complex problems in procurement and supply chain management. The application domain includes perishable food supply chain, steel price prediction, electric vehicle charging infrastructure design, contract price negotiation, reverse logistics network design, and demand forecasting. Further, the book highlights the advanced topics in the procurement field, like AI in green procurement and e-procurement in the pharma sector. Furthermore, the book covers applications of well-established methodologies such as heuristics, optimization, game theory, and MCDM based on the nature of the problem. The inclusion of the vaccine supply chain digital twin and blockchain-based procurement signals the significance of the book. This book is a comprehensive guide for industry professionals to understand the power of data analytics, enabling them to improve efficiency and effectiveness in the procurement and supply chain sectors.

ISBN: 9789819910199$q(electronic bk.)

Standard No.: 10.1007/978-981-99-1019-9doiSubjects--Topical Terms:

955771
Government purchasing
--Management--Congresses.

LC Class. No.: JF1525.P85

Dewey Class. No.: 352.53

Applications of emerging technologies and AI/ML algorithmsInternational Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022) /
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520 $a This book provides practical insights into applications of the state-of-the-art of Machine Learning and Artificial Intelligence (AI) for solving intriguing and complex problems in procurement and supply chain management. The application domain includes perishable food supply chain, steel price prediction, electric vehicle charging infrastructure design, contract price negotiation, reverse logistics network design, and demand forecasting. Further, the book highlights the advanced topics in the procurement field, like AI in green procurement and e-procurement in the pharma sector. Furthermore, the book covers applications of well-established methodologies such as heuristics, optimization, game theory, and MCDM based on the nature of the problem. The inclusion of the vaccine supply chain digital twin and blockchain-based procurement signals the significance of the book. This book is a comprehensive guide for industry professionals to understand the power of data analytics, enabling them to improve efficiency and effectiveness in the procurement and supply chain sectors.
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