2021/09/12 by Isabelle Hupont, Hupont, Isabelle, Songül Tolan +11
Computer Science · Social Sciences · #Computers and Society (cs.CY) #Digital Communication and Language #FOS: Computer and information sciences #Impact of Technology on Adolescents #Knowledge Management and Sharing #cs.CY
paper · pdf · doi:10.48550/arxiv.2109.07907
8 pages, 7 figures, 4 tables
arxiv created 2021/09/12 · openalex publication_date 2021/09/12 · arxiv updated 2021/09/17 · openalex created_date 2022/07/25 · openalex updated_date 2026/07/28
ACII is the premier international forum for presenting the latest research on affective computing. In this work, we monitor, quantify and reflect on the diversity in ACII conference across time by computing a set of indexes. We measure diversity in terms of gender, geographic location and academia vs research centres vs industry, and consider three different actors: authors, keynote speakers and organizers. Results raise awareness on the limited diversity in the field, in all studied facets, and compared to other AI conferences. While gender diversity is relatively high, equality is far from being reached. The community is dominated by European, Asian and North American researchers, leading the rest of continents under-represented. There is also a strong absence of companies and research centres focusing on applied research and products. This study fosters discussion in the community on the need for diversity and related challenges in terms of minimizing potential biases of the developed systems to the represented groups. We intend our paper to contribute with a first analysis to consider as a monitoring tool when implementing diversity initiatives. The data collected for this study are publicly released through the European divinAI initiative.