Research on Algorithm Risk at Home and Abroad:Framework,Features,and Prospects
[Purpose/significance]With the emergence of ChatGPT,algorithm applications increasingly dominate human life,algorithm black box,algorithm manipulation,algorithm collusion,algorithm bias,algorithm discrimination and other risks also follow,these risks seriously affect social stability and even national security.The research and judgment of the global algorithmic risk situation can help to prevent and identify algorithmic risks,and provide Chinese wisdom and ideas for dealing with the global algorithmic risk governance problems.[Method/process]The article systematically reviews 915 core literature from major domestic and foreign databases,constructs an algorithm risk research framework based on"subject areas research topics governance tools governance measures",and analyzes the interdisciplinary,complex interweaving,prominent anthropomorphism,and generalized uncertainty characteristics of algorithm risk.[Result/conclusion]From five aspects:strengthening the research on algorithmic risks in the field of intelligence science,enhancing the interpretability of artificial intelligence algorithms,strengthening research on algorithmic application and service improvement,and strengthening research on global algorithmic risk management and China's wisdom and vision,this paper looks forward to the challenges of algorithmic risks.
algorithmic riskalgorithm governancealgorithm for goodfeature analysis
万方数据
维普
