A framework for evaluating the analytic maturity of an organization
作者:
Highlights:
• The Analytic Processes Maturity Model (APMM) is a framework that divides the processes needed for analytics into six key areas, and based upon the maturity of these processes, divides organizations into five analytic maturity levels.
• The framework is based on common challenges that organizations face when developing and deploying analytic models, identifying appropriate analytic opportunities, and protecting analytic assets.
• The approach is broadly based upon the Capability Maturity Model that is the basis for measuring the maturity of processes for developing software.
摘要
•The Analytic Processes Maturity Model (APMM) is a framework that divides the processes needed for analytics into six key areas, and based upon the maturity of these processes, divides organizations into five analytic maturity levels.•The framework is based on common challenges that organizations face when developing and deploying analytic models, identifying appropriate analytic opportunities, and protecting analytic assets.•The approach is broadly based upon the Capability Maturity Model that is the basis for measuring the maturity of processes for developing software.
论文关键词:Analytic maturity,Deploying analytic models,Analytic operations,Analytic governance,Analytic infrastructure
论文评审过程:Received 25 February 2017, Revised 22 August 2017, Accepted 25 August 2017, Available online 22 September 2017, Version of Record 22 September 2017.
论文官网地址:https://doi.org/10.1016/j.ijinfomgt.2017.08.005