Internet-of-things enabled supply chain planning and coordination with big data services: Certain theoretic implications

被引:58
|
作者
He, Longfei [1 ]
Xue, Mei [2 ]
Gu, Bin [3 ]
机构
[1] Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China
[2] Boston Coll, Carroll Sch Management, Boston, MA 02467 USA
[3] Boston Univ, Questrom Sch Business, Boston, MA 02215 USA
基金
中国国家自然科学基金;
关键词
Internet of things; Supply chains; Intelligent interconnections; Resources allocation; Big data analytics; Coordination and optimization; INVENTORY RECORD INACCURACY; FREQUENCY IDENTIFICATION TECHNOLOGY; DATA ANALYTICS; RFID TECHNOLOGY; RETAIL STORES; PERFORMANCE-MEASUREMENT; REPLENISHMENT POLICIES; OPERATIONS MANAGEMENT; SHELF REPLENISHMENT; CONNECTED PRODUCTS;
D O I
10.1016/j.jmse.2020.03.002
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Recent advances in information technology have led to profound changes in global manufacturing. This study focuses on the theoretical and practical challenges and opportunities arising from the Internet of Things (IoT) as it enables new ways of supply-chain operations partially based on big-data analytics and changes in the nature of industries. We intend to reveal the acting principle of the IoT and its implications for big-data analytics on the supply chain operational performance, particularly with regard to dynamics of operational coordination and optimization for supply chains by leveraging big data obtained from smart connected products (SCPs), and the governance mechanism of big-data sharing. Building on literature closely related to our focal topic, we analyze and deduce the substantial influence of disruptive technologies and emerging business models including the IoT, big data analytics and SCPs on many aspects of supply chains, such as consumers value judgment, products development, resources allocation, operations optimization, revenue management and network governance. Furthermore, we propose several research directions and corresponding research schemes in the new situations. This study aims to promote future researches in the field of big data-driven supply chain management with the IoT, help firms improve data-driven operational decisions, and provide government a reference to advance and regulate the development of the IoT and big data industry. (C) 2020 China Science Publishing & Media Ltd. Publishing Services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd.
引用
收藏
页码:1 / 22
页数:22
相关论文
共 50 条
  • [1] Internet-of-things enabled supply chain planning and coordination with big data services: Certain theoretic implications
    Longfei He
    Mei Xue
    Bin Gu
    Journal of Management Science and Engineering, 2020, 5 (01) : 1 - 22
  • [2] Auto-configuration System and Algorithms for Big Data-enabled Internet-of-Things Platforms
    Papageorgiou, Apostolos
    Zahn, Manuel
    Kovacs, Ernoe
    2014 IEEE INTERNATIONAL CONGRESS ON BIG DATA (BIGDATA CONGRESS), 2014, : 490 - 497
  • [3] Internet-enabled coordination in the supply chain
    García-Dastugue, SJ
    Lambert, DM
    INDUSTRIAL MARKETING MANAGEMENT, 2003, 32 (03) : 251 - 263
  • [4] Supply Chain Systems Maturing Towards the Internet-of-Things: A Framework
    Katsma, Christiaan P.
    Moonen, Hans M.
    van Hillegersberg, Jos
    24TH BLED ECONFERENCE: EFUTURE: CREATING SOLUTIONS FOR THE INDIVIDUAL, ORGANISATIONS AND SOCIETY, 2011, : 478 - 494
  • [5] Design and application of data analytics in an internet-of-things enabled warehouse
    Arumsari, Silvia Sagita
    Aamer, Ammar
    JOURNAL OF SCIENCE AND TECHNOLOGY POLICY MANAGEMENT, 2022, 13 (02) : 485 - 504
  • [6] Understanding and Personalising Smart City Services Using Machine Learning, the Internet-of-Things and Big Data
    Chin, Jeannette
    Callaghan, Vic
    Lam, Ivan
    2017 IEEE 26TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2017, : 2050 - 2055
  • [7] INTERNET OF THINGS-ENABLED TOURISM ECONOMIC DATA ANALYSIS AND SUPPLY CHAIN MODELING
    Wang, Shuyong
    Fang, Zhuo
    Wu, Dongshuo
    TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2024, 30 (02) : 423 - 440
  • [8] An Intelligent Supply Chain Information Collaboration Model Based on Internet of Things and Big Data
    Jiang, Wuxue
    IEEE ACCESS, 2019, 7 : 58324 - 58335
  • [9] Towards Security Challenges to Internet-of-Things: Big Data, Networks, and Applications
    Alseady, Shurug
    Baz, Abdullah
    Alsubait, Tahani
    Alarabi, Louai
    Alhakami, Hosam
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (11): : 131 - 141
  • [10] Auction-theoretic coordination of production planning in the supply chain
    Ertogral, Kadir
    Wu, S.David
    IIE Transactions (Institute of Industrial Engineers), 2000, 32 (10): : 931 - 940