Practical solutions of algorithm impact assessment system
Wang Yuxiao1,2,Wu Shaoqing2, Zhang Jingyi1,2
1.China Academy of Information and Communications Technology；2.Key Laboratory of Mobile Application Innovation and Governance Technology, MIIT
Abstract： As the basic system proposed in the first stage of algorithm governance, the algorithm impact assessment system is the main solution for algorithm governance at the current stage. However, during the application and implementation process, there are still problems of generalization of assessment objects and insufficient transparency of assessment methods, which need to be further elaborated. This article focuses on analyzing the objects, assessment content and assessment methods that should be assessed during the application and implementation of the adjustment impact assessment system. During the actual assessment process, it is proposed to initially classify and grade the adjustment assessment objects based on risks, and strengthen the use of machine learning-based algorithms. Evaluation focuses on the application stage of the algorithm, focusing on the input data and feature complexity of the algorithm, the output goals and results, intervention and safeguard measures, and individual rights responses.
Key words : algorithmic impact assessment;algorithmic risk;algorithmic governance;classification and grading
