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Bezoek paginaOut of the picture : a multilevel framework of gender disparities in art
Stamkou, E., Silva Pinho, A. daWhy do women artists remain a minority in museum collections and art markets, decades after becoming the majority in art schools? Talent does not explain it, since creative ability shows no meaningful gender differences, and audiences cannot tell an artist’s gender from the work itself. The gap persists, Stamkou and da Silva Pinho argue, because it is produced by a system rather than at any single stage of artwork production, selection, and reception. The authors therefore introduce a multilevel framework that treats the art world as an ecosystem. Artists, gatekeepers, and audiences act on artworks within three embedded levels of analysis (individual, institutional, and societal), and gender enters the ecosystem not only through these actors but also through the gendered content of artworks and the norms of the wider society.
Bias in book recommendation
Daniil, S.Books occupy a significant cultural role in human societies, and libraries have long positioned themselves as institutions committed to equitable access to information and promotion of reading. As libraries increasingly adopt AI-driven tools, it becomes important to examine the potential for bias introduced by these systems. This thesis investigates bias in book recommender systems, with an emphasis on the public library sector. Daniil approaches this topic from three perspectives: understanding the current ethical considerations around book recommendation, examining the challenges of measuring statistical bias, and studying the societal implications of statistical bias in book recommendation. In the first part of the thesis, teh author maps the existing landscape. She presents the first systematic literature review of bias in book recommender systems, surveying 40 papers from computer science venues. She finds that existing research is fragmented, often treats books as interchangeable with other media items, and rarely engages with the unique characteristics of the book domain.
Monitor Representatie 2025
Commissariaat voor de mediaTweejaarlijks onderzoek naar representatie van vrouwen en mensen met een waarneembare beperking in Nederlands non-fictie audiovisueel media-aanbod.