Development of an intelligent information system for financial analysis depend on supervised machine learning algorithms

作者：

Highlights：

• Institutions Organizational Performance can be improved by Financial Level reporting.

• Poor-Quality Financial information undermines of effectively resources allocation.

• Enhancement of Information Quality cause an improvement in Management's ability.

摘要

•Institutions Organizational Performance can be improved by Financial Level reporting.•Poor-Quality Financial information undermines of effectively resources allocation.•Enhancement of Information Quality cause an improvement in Management's ability.

论文关键词：Prediction,Information system,Supervised machine learning,Finance analysis,MIS,Management Information Systems,ML,Machine Learning,SML,Supervised ML,AI,Artificial Intelligence,IISFI,Intelligent Information System for Financial Institutions,MAE,Mean Absolute Error,MSE,Mean Squared Error,RMSE,Root Mean Square Error,ROC,Receiver Operating Characteristic

论文评审过程：Received 1 March 2022, Revised 10 July 2022, Accepted 17 July 2022, Available online 2 August 2022, Version of Record 2 August 2022.

论文官网地址：https://doi.org/10.1016/j.ipm.2022.103036