Not a statistical accident: framing bias as a semiotic property of image datasets
Not a statistical accident: framing bias as a semiotic property of image datasets
Simone Fabbrizzi,Symeon Papadopoulos,E. Ntoutsi,I. Kompatsiaris
2026 · DOI: 10.1007/s00146-026-02948-4
0 Citations
TLDR
It is shown that co-occurrence of visual elements is the primary mechanism through which image datasets frame concepts, and that not only do individual images contribute to dataset framing through co-occurrence, but dataset-level framing also shapes the interpretation of individual images.