publication . Conference object . Embargo end date: 03 Aug 2020 . Under curation

What is Beautiful Continues to be Good: People Images and Algorithmic Inferences on Physical Attractiveness

Matsangidou Maria; Otterbacher Jahna;
Embargo English
  • Publisher: Springer International Publishing
Abstract
<p>Image recognition algorithms that automatically tag or moderate content are crucial in many applications but are increasingly opaque. Given transparency concerns, we focus on understanding how algorithms tag people images and their inferences on attractiveness. Theoretically, attractiveness has an evolutionary basis, guiding mating behaviors, although it also drives social behaviors. We test image-tagging APIs as to whether they encode biases surrounding attractiveness. We use the Chicago Face Database, containing images of diverse individuals, along with subjective norming data and objective facial measurements. The<br> algorithms encode biases surrounding a...
Funded by
EC| RISE
Project
RISE
Research Center on Interactive Media, Smart System and Emerging Technologies
  • Funder: European Commission (EC)
  • Project Code: 739578
  • Funding stream: H2020
,
EC| CyCAT
Project
CyCAT
Cyprus Center for Algorithmic Transparency
  • Funder: European Commission (EC)
  • Project Code: 810105
  • Funding stream: H2020
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