A importância da mineração de dados na criação de indicadores preditivos para gerenciamento de riscos corporativos

Abstract

This work addresses the struggle faced by organizations in creating predictive indicators, which anticipate and monitor the causes of risks, and the relevance of Data Mining in this process, through techniques, statistical methods and algorithms. Therefore, an introductory survey with a basic purpose was carried out, whose exploratory study with a qualitative approach and formulated through a bibliographic and documentary survey on the subject. In view of this, the most suitable flow for the creation of predictive models and the main techniques of Data Mining relating to the Enterprise Risk Management Theme was presented. It ended with suggestions for reporting and monitoring predictive indicators to managers and senior management.