循环经济和废物管理系统中的数据驱动技术和人工智能:综述

Faisal Shennib, K. Schmitt
{"title":"循环经济和废物管理系统中的数据驱动技术和人工智能:综述","authors":"Faisal Shennib, K. Schmitt","doi":"10.1109/istas52410.2021.9629183","DOIUrl":null,"url":null,"abstract":"Sustainable waste management is an objective that is far from our current reach, requiring new paradigms of thought, policy, and technology to achieve. The explosion of new applications of data-driven technologies provides the opportunity to be applied to the challenges of waste management and moving towards circular economy. This paper reviews a broad scope of current applications of data-driven and artificial intelligence in the domain of waste management, as collected from journals, reports, and a survey of business practices. We observed that few existing applications aim to make waste data openly available. Based on this gap, we propose novel areas for research and development to assess the potential of collaborative, open, data- driven circular economy initiatives.","PeriodicalId":314239,"journal":{"name":"2021 IEEE International Symposium on Technology and Society (ISTAS)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Data-driven technologies and artificial intelligence in circular economy and waste management systems: a review\",\"authors\":\"Faisal Shennib, K. Schmitt\",\"doi\":\"10.1109/istas52410.2021.9629183\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Sustainable waste management is an objective that is far from our current reach, requiring new paradigms of thought, policy, and technology to achieve. The explosion of new applications of data-driven technologies provides the opportunity to be applied to the challenges of waste management and moving towards circular economy. This paper reviews a broad scope of current applications of data-driven and artificial intelligence in the domain of waste management, as collected from journals, reports, and a survey of business practices. We observed that few existing applications aim to make waste data openly available. Based on this gap, we propose novel areas for research and development to assess the potential of collaborative, open, data- driven circular economy initiatives.\",\"PeriodicalId\":314239,\"journal\":{\"name\":\"2021 IEEE International Symposium on Technology and Society (ISTAS)\",\"volume\":\"100 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Symposium on Technology and Society (ISTAS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/istas52410.2021.9629183\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Symposium on Technology and Society (ISTAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/istas52410.2021.9629183","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

可持续废物管理是一个我们目前还远远达不到的目标,需要新的思想、政策和技术范式来实现。数据驱动技术新应用的爆炸式增长,为应对废物管理的挑战和向循环经济迈进提供了机会。本文综述了数据驱动和人工智能在废物管理领域的广泛应用,这些应用收集自期刊、报告和商业实践调查。我们观察到,很少有现有的应用程序旨在使废弃数据公开可用。基于这一差距,我们提出了新的研究和开发领域,以评估协作、开放、数据驱动的循环经济倡议的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data-driven technologies and artificial intelligence in circular economy and waste management systems: a review
Sustainable waste management is an objective that is far from our current reach, requiring new paradigms of thought, policy, and technology to achieve. The explosion of new applications of data-driven technologies provides the opportunity to be applied to the challenges of waste management and moving towards circular economy. This paper reviews a broad scope of current applications of data-driven and artificial intelligence in the domain of waste management, as collected from journals, reports, and a survey of business practices. We observed that few existing applications aim to make waste data openly available. Based on this gap, we propose novel areas for research and development to assess the potential of collaborative, open, data- driven circular economy initiatives.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信