Towards the use of Data Engineering, Advanced Visualization techniques and Association Rules to support knowledge discovery for public policies

作者:

Highlights:

• Automation process to acquire, treat, clean, and process raw data.

• Creation of a Data Warehouse repository specifically designed to exploit the data.

• Creation of a decision-making tool using Data Visualization techniques.

• Data analytics to identify complex patterns and relationships.

摘要

•Automation process to acquire, treat, clean, and process raw data.•Creation of a Data Warehouse repository specifically designed to exploit the data.•Creation of a decision-making tool using Data Visualization techniques.•Data analytics to identify complex patterns and relationships.

论文关键词:Association rules,Data mining,Decision-making tool,Machine learning,Intelligent systems,Education-employment

论文评审过程:Received 14 April 2020, Revised 20 August 2020, Accepted 14 December 2020, Available online 24 December 2020, Version of Record 12 January 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114509