Precise Supervision of Enterprise Environmental Protection Behavior Based on Boolean Matrix Factorization under Low Carbon Background
Bibliographic Data
| ID | 15470577 |
|---|---|
| Authors | Wei Zhou (0000-0002-0849-1524, Zhejiang Gongshang University), Feipeng Guo (0000-0003-1263-2067, Zhejiang Gongshang University, corresponding author) |
| Year | 2022 |
| Volume | 19 |
| Issue | 13 |
| Pages | 7739-7739 |
| Publication date | 2022-06-24 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | International Journal of Environmental Research and Public Health (JOURNAL) |
| Journal identifiers | ISSN: 1661-7827 • E-ISSN: 1660-4601 |
| Publisher | Multidisciplinary Digital Publishing Institute (PUBLISHER • CH) |
| DOI | 10.3390/ijerph19137739 |
| PMID | 35805397 |
| OpenAlex | W4283523946 |
| Language | EN |
| References cited | 26 |
Supervising the environmental protection behavior of enterprises is a key strategy to achieve "carbon peaking and carbon neutrality". This research innovatively proposes the concept of precise supervision, aiming to implement differentiated supervision measures for different types of enterprises, and realize the precise supervision method of enterprise environmental protection, which is different from the traditional supervision mode. Firstly, this paper proposes a novel MEBF+ method based on the benchmark algorithm MEBF, and obtains MEBF++ after incorporating the model bias. Secondly, based on the dataset of environmental supervision and certification of listed Chinese companies, the accuracy and robustness of the proposed method are verified by using multiple evaluation indicators. Finally, based on the analysis of the experimental results, two precise supervision concepts, narrow and broad, are proposed under the low-carbon background. The results show that compared with the benchmark method, the accuracy of the proposed method has been improved to a large extent. In addition, the precise supervision proposed in this paper can help reduce the consumption of manpower and resources as well as unite the public to monitor the environmental protection behavior of enterprises
Benchmark (surveying · Business · Certification · Environmental economics · Risk analysis (engineering · Robustness (evolution · Computer Science · Energy, Environment, Economic Growth · Environmental Sustainability in Business · Sustainable Supply Chain Management
Environmental Regulation, Promotion Pressure of Officials, and Enterprise Environmental Protection Investment
Can China’s Environmental Regulations Effectively Reduce Pollution Emissions
Influential Nodes Identification in the Air Pollution Spatial Correlation Weighted Networks and Collaborative Governance
Spatial Heterogeneity of Government Regulation, Spatial Distance and Enterprise Carbon Information Disclosure
Environmental Governance Cooperative Behavior among Enterprises with Reputation Effect Based on Complex Networks Evolutionary Game Model
The multi-player evolutionary game analysis for the protective development of ecotourism
Value creation mechanism through carbon asset for the sustainability of the automobile sector
| Citation velocity | historical |
|---|---|
| Highly cited | No |