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This chapter discusses recent regulatory and ethical aspects of transparency, clarifies the relevant terminology, and highlights the benefits, challenges, and barriers to transparency in IRRSs. It then discusses techniques for enhancing transparency in IRRSs, outlines how transparency can be evaluated and achieved via documentation, and presents how algorithmic auditing helps improve the transparency of IRRSs. The chapter concludes with highlighting open challenges and further related work.

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Transparency

  • 章节

  • 发表日期：

    2025年

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  • Markus Schedl,
  • Vito Walter Anelli,
  • Elisabeth Lex

摘要

This chapter discusses recent regulatory and ethical aspects of transparency, clarifies the relevant terminology, and highlights the benefits, challenges, and barriers to transparency in IRRSs. It then discusses techniques for enhancing transparency in IRRSs, outlines how transparency can be evaluated and achieved via documentation, and presents how algorithmic auditing helps improve the transparency of IRRSs. The chapter concludes with highlighting open challenges and further related work.