The Concepts of"Transparency"in AI Scenarios:A Content Analysis of Defini-tions from International Standards Organizations
This paper aims to clarify the intension and extension of the concepts of"transparency"in the AI scenario and build consensus on the concept within the AI field.It analyzes 11 definitions of transparency from international standards organizations including ISO,IEC and ITU-T,identifying core concepts and their relationships.In combination with analysis of relevant international standards of AI,a concept system model of transparency in AI scenarios is proposed.Through the analysis of definitions in different SDOs,this paper proposes implications to artificial intelligence information governance from three aspects in terms of objects,stakeholders and characteristics.This paper offers new insights into standardization collaboration on informa-tion governance and information technology governance for AI from a transparent perspective,which has both theoretical value and practical value.
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