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What Makes an Image Tagger Fair? Proprietary Auto-tagging and Interpretations on People Images
2019
Zenodo
Image analysis algorithms have been a boon to personalization in digital systems and are now widely available via easy-to-use APIs. However, it is important to ensure that they behave fairly in applications that involve processing images of people, such as dating apps. We conduct an experiment to shed light on the factors influencing the perception of "fairness." Participants are shown a photo along with two descriptions (human- and algorithm-generated). They are then asked to indicate which is
doi:10.5281/zenodo.3522923
fatcat:56j6nqealfdnflbohyzo2angqa