2020/11/27 by Margot Hanley, Apoorv Khandelwal, Hanley, Margot +7
Computer Science · Decision Sciences · Social Sciences · #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis
paper · pdf · doi:10.48550/arxiv.2011.13583
openalex publication_date 2020/11/27 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Important ethical concerns arising from computer vision datasets of people have been receiving significant attention, and a number of datasets have been withdrawn as a result. To meet the academic need for people-centric datasets, we propose an analytical framework to guide ethical evaluation of existing datasets and to serve future dataset creators in avoiding missteps. Our work is informed by a review and analysis of prior works and highlights where such ethical challenges arise.