Research On The Effectiveness Of Financial Shared Service Based On Text Sentiment Analysis

In the face of increasing costs and wasted resources,a handful of Chinese companies have begun to gradually introduce a shared finance service model.Driven by the rapid development of big data technology,the financial sharing service model has become a major change in the field of accounting in China.While more than a thousand companies have introduced financial sharing,many are only at the conceptual stage and dare not implement it.At the same time,domestic scholars have mostly conducted research on the current status of the implementation of financial sharing in a particular company from a balanced scorecard perspective.The lack of clear conclusions on the overall implementation status,universal effects and key success factors of financial sharing services in China has led many enterprises in the country to hesitate to establish financial sharing.Therefore,there is practical and theoretical significance in studying the effectiveness of financial shared services with the help of textual sentiment analysis.The author collates and analyses relevant literature on theories of financial shared services and text sentiment analysis at home and abroad,considers the practical situation of financial shared services in China as a research object,and explores the effectiveness of the implementation of financial sharing in China.First,the effect text of financial shared services was obtained from core journals through Python.Then,text sentiment analysis was conducted on the effect texts.Based on the results of the word frequency analysis,the effect texts were divided into four areas: finance,internal processes,customers,learning and growth,etc.;based on the polarity analysis,the overall implementation effect of positive sentiment outweighing negative sentiment and the stage of financial sharing in China were derived;then,based on the first two analyses,a semantic network analysis was combined to discover the specific manifestation of the universal effect of financial sharing and the key success factors of implementation.Finally,based on the high risk of management operations,high labour turnover,the need to strengthen the integration of business and finance,and the lack of information security in the financial sharing model,optimization solutions are proposed.