English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

In this paper, we identified marginalized communities' ethical concerns aboutsocial platforms. We performed this identification because recent platformmalfeasance indicates that software teams prioritize shareholder concerns overuser concerns. Additionally, these platform shortcomings often have devastatingeffects on marginalized populations. We first scraped 586 marginalizedcommunities' subreddits, aggregated a dataset of their social platform mentionsand manually annotated mentions of ethical concerns in these data. Wesubsequently analyzed trends in the manually annotated data and tested theextent to which ethical concerns can be automatically classified by means ofnatural language processing (NLP). We found that marginalized communities'ethical concerns predominantly revolve around discrimination andmisrepresentation, and reveal deficiencies in current software developmentpractices. As such, researchers and developers could use our work to furtherinvestigate these concerns and rectify current software flaws.

Along the Margins: Marginalized Communities' Ethical Concerns about Social Platforms