Establishment of big data evaluation model for green and sustainable development of enterprises

被引:11
作者
Dong Meiyou [1 ,2 ]
Yao Ye [1 ]
机构
[1] Wuhan Univ Technol, Sch Management, Wuhan 430070, Peoples R China
[2] Xianning Vocat & Tech Coll, Xianning 437100, Hubei, Peoples R China
关键词
Big Data; Sustainable Development; Green Environment; Enterprises and Supply chain Management;
D O I
10.1016/j.jksus.2022.102041
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Big data analytic is described as the complex process of investigating big data to reveal hidden data such as patterns, market trends, and correlation, and customer preferences. This might help to take important decisions. To analyze the big data from the industries we proposed a new optimized green supply chain management approach. This also mitigates the inherent risk that occurs due to hazardous materials. This includes emission of carbons and economic cost. Here we consider three scenarios. The former one is used to deal with the emission of carbon and mitigates the risk. The second scenario can be used to reduce both emission and risk and minimize the overall cost. The latter scenario can be used to reduce all three factors simultaneously. The findings and discussion are performed to showcase the advantages of the proposed method. (c) 2022 The Author(s). Published by Elsevier B.V. on behalf of King Saud University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:6
相关论文
共 16 条
[1]  
Acharjya DP, 2016, INT J ADV COMPUT SC, V7, P511, DOI 10.14569/ijacsa.2016.070267
[2]  
Dani R., 2022, Science Progress and Research, V1, P435, DOI DOI 10.52152/SPR/2021.165
[3]   A novel approach for initializing the spherical K-means clustering algorithm [J].
Duwairi, Rehab ;
Abu-Rahmeh, Mohammed .
SIMULATION MODELLING PRACTICE AND THEORY, 2015, 54 :49-63
[4]   Big Data and the United Nations Sustainable Development Goals (UN SDGs) at a Glance [J].
Hassani, Hossein ;
Huang, Xu ;
MacFeely, Steve ;
Entezarian, Mohammad Reza .
BIG DATA AND COGNITIVE COMPUTING, 2021, 5 (03)
[5]  
Jiangsu Environmental Engineering Technology Co. Ltd. Nanjing210036 China, 2021, Science Progress and Research, V1, P355, DOI [10.52152/spr/2021.154, 10.52152/spr/2021.168, DOI 10.52152/SPR/2021.154, 10.52152/spr/2021.154]
[6]   Theory building with big data-driven research - Moving away from the "What" towards the "Why" [J].
Kar, Arpan Kumar ;
Dwivedi, Yogesh K. .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2020, 54
[7]   A Call to Include a Perspective of Sustainable Development in Physical Therapy Research [J].
Palstam, Annie ;
Andersson, Mathias ;
Lange, Elvira ;
Grenholm, Anton .
PHYSICAL THERAPY, 2021, 101 (03)
[8]   A simple and fast algorithm for K-medoids clustering [J].
Park, Hae-Sang ;
Jun, Chi-Hyuck .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) :3336-3341
[9]   The use of biotechnologies in textile processing and environmental sustainability: An emerging market context [J].
Rahman, Mahfuzur ;
Billah, Md Morsaline ;
Hack-Polay, Dieu ;
Alam, Ashraful .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2020, 159
[10]   DATABASE TECHNOLOGY [J].
SELINGER, PG .
IBM SYSTEMS JOURNAL, 1987, 26 (01) :96-106