Quality Evaluation Of Information Disclosure Of Electric Power Corporate Social Responsibility Based On Text Mining

After the reform and opening up,the market economy has flourished and the high-quality sustainable development of enterprises has become an objective requirement and development theme in the new era.The "double carbon" target is proposed to create favorable conditions for the improvement of environmental quality and socio-economic development,accelerate green production and promote high-quality development of enterprises.As the mainstay of economic development,electric power enterprises are also the key area to achieve the "double carbon" target and bear important social responsibilities.Social responsibility information disclosure plays an important role in promoting enterprises to take the initiative to assume social responsibility and strengthen external supervision.Therefore,this paper selects the social responsibility report of electric power enterprises as the research object,identifies the problems of social responsibility information disclosure of electric power enterprises with the help of text analysis method,and proposes corresponding improvement suggestions.Firstly,we analyze the relevant characteristics and overall situation of social responsibility of electric power enterprises,and construct a multi-dimensional evaluation system of social responsibility information disclosure quality according to the relevant characteristics and overall situation;secondly,we combine text mining technology to evaluate the quality of social responsibility information disclosure,construct a text mining knowledge map according to the relevant knowledge,and combine the knowledge map of each dimension in the social responsibility report The third is the optimization suggestion of social responsibility information disclosure quality,with mechanism and content as the entry point for optimization,expecting to promote the standardized development of social responsibility information disclosure quality of enterprise A and even the same industry,and improve the use value of social responsibility reports.The innovation of this paper lies in constructing the evaluation dimensions of social responsibility information disclosure,establishing the evaluation system of social responsibility information disclosure,and evaluating the quality of social responsibility information disclosure of electric power enterprises based on text mining and using the method of case study.Finally,according to the study,optimization suggestions are proposed from the disclosure mechanism and disclosure content,which provide reference and reference for electric power enterprises to improve the quality of social responsibility information disclosure,improve the standardization of social responsibility information disclosure,make social responsibility information disclosure more scientific and accurate,and thus facilitate relevant users to better explore the potential information in it.However,because of the small number of samples available in the electric power industry,there may be flaws in the study,which leads to the shortcomings of the study.