NDLI: Enterprise development forecast analysis under environmental policy based on knowledge graph

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Enterprise development forecast analysis under environmental policy based on knowledge graph

Content Provider	Scilit
Author	Zhang, Zeyu Wang, Xiaoting Meng, Lingzhong Wang, Qian
Copyright Year	2021
Description	Journal: Iop Conference Series: Earth and Environmental Science In order to fully explore the relationship between environmental policy and enterprise development, and further improve the forecasting effect of environmental enterprise development, this paper proposes a method of forecasting enterprise development status under environmental policy based on knowledge graph. This method extracts environmental policies and corporate information from the public website of the environmental department to build an environmental corporate knowledge graph, combines cosine similarity and regression algorithms to establish a prediction model for environmental policies and corporate development, and uses the model to analyse environmental policies and predict corporate future development. Experiments show that this method makes full use of the advantages of knowledge graphs in relation analysis and graphical display, has good accuracy and recall, greatly reduces the time cost of enterprise forecasting, and has strong application value.
Related Links	https://iopscience.iop.org/article/10.1088/1755-1315/675/1/012111/pdf
ISSN	17551307
e-ISSN	17551315
DOI	10.1088/1755-1315/675/1/012111
Journal	Iop Conference Series: Earth and Environmental Science
Issue Number	1
Volume Number	675
Language	English
Publisher	IOP Publishing
Publisher Date	2021-02-01
Access Restriction	Open
Subject Keyword	Journal: Iop Conference Series: Earth and Environmental Science Industrial Engineering Environmental Policies Knowledge Graph Policy Based
Content Type	Text
Resource Type	Article
Subject	Earth and Planetary Sciences Physics and Astronomy Environmental Science

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