{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:52:40Z","timestamp":1776811960730,"version":"3.51.2"},"reference-count":19,"publisher":"European Society of Computational Methods in Sciences and Engineering","issue":"4-5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2024,8,14]]},"abstract":"<jats:p>With the improvement of environmental awareness, green logistics, as a kind of logistics mode that can realize the unity of economic benefits and environmental benefits, has been paid more and more attention by the academia and the industry. However, how to effectively evaluate the operation effect of green logistics is still a problem to be solved. To solve this problem, this paper proposes a green logistics evaluation index system based on factor analysis, and verifies its effectiveness through simulation data. In the process of building and validating the model, rigorous mathematical modeling methods were used, combined with a large number of actual data. The results show that the evaluation index system of this study can accurately predict the operation effect of green logistics, and provide a practical evaluation tool for enterprises. Finally, the model is optimized to further improve its prediction accuracy. This study is of great significance to theoretical research and practical application.<\/jats:p>","DOI":"10.3233\/jcm-247491","type":"journal-article","created":{"date-parts":[[2024,8,16]],"date-time":"2024-08-16T11:52:42Z","timestamp":1723809162000},"page":"2629-2642","source":"Crossref","is-referenced-by-count":0,"title":["Construction of green logistics evaluation index system based on big data"],"prefix":"10.66113","volume":"24","author":[{"given":"Yingting","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Management Engineering, Guilin College, Guilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyi","family":"Deng","sequence":"additional","affiliation":[{"name":"Business School, Nanning College of Technology, Nanning, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"11","key":"10.3233\/JCM-247491_ref1","doi-asserted-by":"crossref","first-page":"6848","DOI":"10.3390\/su14116848","article-title":"Evaluation of green logistics efficiency in northwest China","volume":"14","author":"Qin","year":"2022","journal-title":"Sustainability-Basel."},{"issue":"1","key":"10.3233\/JCM-247491_ref2","doi-asserted-by":"crossref","first-page":"735","DOI":"10.3390\/ijerph20010735","article-title":"Green innovation in regional logistics: Level evaluation and spatial analysis","volume":"20","author":"Zhang","year":"2023","journal-title":"Int J Env Res Pub He."},{"issue":"107","key":"10.3233\/JCM-247491_ref3","first-page":"3979","article-title":"The construction and evaluation of green logistics ecosystem of e-commerce in China","volume":"28","author":"Zeng","year":"2019","journal-title":"Ekoloji."},{"issue":"1","key":"10.3233\/JCM-247491_ref4","first-page":"187","article-title":"Research on evaluation indexes of green and ecological logistics based on ecological perspective","volume":"30","author":"Wu","year":"2021","journal-title":"Fresen Environ Bull."},{"issue":"3","key":"10.3233\/JCM-247491_ref5","first-page":"473","article-title":"Evaluation of logistic flows in green supply chains based on the combined DEMATEL-ANP method","volume":"19","author":"Osintsev","year":"2021","journal-title":"Facta Univ-Ser Mech."},{"issue":"11","key":"10.3233\/JCM-247491_ref6","doi-asserted-by":"crossref","first-page":"2491","DOI":"10.30638\/eemj.2019.236","article-title":"Evaluation of green logistics system of solid waste at ports based on analytic hierarchy process","volume":"18","author":"Bao","year":"2019","journal-title":"Environ Eng Manag J."},{"issue":"5","key":"10.3233\/JCM-247491_ref7","first-page":"2232","article-title":"Risk evaluation of green agricultural products cold chain logistics from the perspective of ecological economy","volume":"22","author":"Han","year":"2021","journal-title":"J Environ Prot Ecol."},{"issue":"1","key":"10.3233\/JCM-247491_ref8","doi-asserted-by":"crossref","DOI":"10.1177\/1687814018816878","article-title":"An evaluation method for green logistics system design of agricultural products: A case study in Shandong province, China","volume":"11","author":"Ni","year":"2019","journal-title":"Adv Mech Eng."},{"issue":"2","key":"10.3233\/JCM-247491_ref9","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.3390\/su15021045","article-title":"Green logistics, green human capital, and circular economy: the mediating role of sustainable production","volume":"15","author":"Cheng","year":"2023","journal-title":"Sustainability."},{"key":"10.3233\/JCM-247491_ref10","doi-asserted-by":"crossref","first-page":"283","DOI":"10.2112\/JCR-SI107-000.1","article-title":"Inclusive green innovation environment evaluation index: a study of the logistics companies in Fujian province","volume":"107","author":"Wang","year":"2020","journal-title":"J Coastal Res."},{"issue":"38","key":"10.3233\/JCM-247491_ref11","doi-asserted-by":"crossref","first-page":"53953","DOI":"10.1007\/s11356-021-14302-w","article-title":"An integrated fuzzy sustainable supplier evaluation and selection framework for green supply chains in reverse logistics","volume":"28","author":"Tavana","year":"2021","journal-title":"Environ Sci Pollut R."},{"issue":"2","key":"10.3233\/JCM-247491_ref12","doi-asserted-by":"crossref","first-page":"797","DOI":"10.3390\/su14020797","article-title":"Evaluation of green logistics efficiency in Jiangxi province based on three-stage DEA from the perspective of high-quality development","volume":"14","author":"Gan","year":"2022","journal-title":"Sustainability-Basel."},{"issue":"3","key":"10.3233\/JCM-247491_ref13","first-page":"1283","article-title":"Design, application, and evaluation of a multiagent system in the logistics domain","volume":"17","author":"Fischer","year":"2020","journal-title":"IEEE T Autom Sci Eng."},{"issue":"1)","key":"10.3233\/JCM-247491_ref14","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/s10479-021-04256-0","article-title":"Research on operation performance evaluation indicator system of chemical logistics service providers in China","volume":"326","author":"Li","year":"2023","journal-title":"Ann Oper Res."},{"key":"10.3233\/JCM-247491_ref15","doi-asserted-by":"crossref","first-page":"4518388","DOI":"10.1155\/2022\/4518388","article-title":"Comprehensive evaluation method of supply chain logistics system quality based on 3D image processing technology","volume":"2022","author":"Xu","year":"2022","journal-title":"Adv Math Phys."},{"issue":"11","key":"10.3233\/JCM-247491_ref16","doi-asserted-by":"crossref","first-page":"2491","DOI":"10.30638\/eemj.2019.236","article-title":"Evaluation of green logistics system of solid waste at ports based on analytic hierarchy process","volume":"18","author":"Bao","year":"2019","journal-title":"Environ Eng Manag J."},{"issue":"1","key":"10.3233\/JCM-247491_ref17","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1108\/IMDS-11-2016-0504","article-title":"IoT-based production logistics and supply chain system \u2013 Part 2 IoT-based cyber-physical system: A framework and evaluation","volume":"118","author":"Tu","year":"2018","journal-title":"Ind Manage Data Syst."},{"issue":"5","key":"10.3233\/JCM-247491_ref18","doi-asserted-by":"crossref","first-page":"1565","DOI":"10.1007\/s40815-020-00861-6","article-title":"TOPSIS evaluation system of logistics transportation based on an ordered representation of the polygonal fuzzy set","volume":"22","author":"Wang","year":"2020","journal-title":"Int J Fuzzy Syst."},{"key":"10.3233\/JCM-247491_ref19","doi-asserted-by":"crossref","first-page":"e1347","DOI":"10.7717\/peerj-cs.1347","article-title":"Green city logistics path planning and design based on genetic algorithm","volume":"9","author":"Ran","year":"2023","journal-title":"PeerJ Comput Sci."}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-247491","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:07:48Z","timestamp":1776809268000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-247491"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,14]]},"references-count":19,"journal-issue":{"issue":"4-5"},"URL":"https:\/\/doi.org\/10.3233\/jcm-247491","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8,14]]}}}