Human‐centered artificial intelligence and machine learning. Issue 1 (7th February 2019)

• Record Type: Journal Article
• Authors: Riedl, Mark O.
• Is Part Of: Human behavior and emerging technologies. Volume 1:Issue 1(2019)
• Page Start: 33
• Page End: 36
• Publication Date: 2019-02-07
• Subjects: artificial intelligence -- human‐computer interaction; Human behavior -- Periodicals; Technological innovations -- Social aspects -- Periodicals; Human-computer interaction -- Periodicals; 303.48305
• DOI: 10.1002/hbe2.117
• Languages: English
• ISSNs: 2578-1863

Abstract

Abstract : Humans are increasingly coming into contact with artificial intelligence (AI) and machine learning (ML) systems. Human‐centered AI is a perspective on AI and ML that algorithms must be designed with awareness that they are part of a larger system consisting of humans. We lay forth an argument that human‐centered AI can be broken down into two aspects: (a) AI systems that understand humans from a sociocultural perspective, and (b) AI systems that help humans understand them. We further argue that issues of social responsibility such as fairness, accountability, interpretability, and transparency.