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