Zobrazeno 1 - 10
of 33
pro vyhledávání: '"CHANCELLOR, STEVIE"'
The field of digital mental health is advancing at a rapid pace. Passively collected data from user engagements with digital tools and services continue to contribute new insights into mental health and illness. As the field of digital mental health
Externí odkaz:
http://arxiv.org/abs/2404.14548
Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter
Publikováno v:
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Social media data has been used for detecting users with mental disorders, such as depression. Despite the global significance of cross-cultural representation and its potential impact on model performance, publicly available datasets often lack cruc
Externí odkaz:
http://arxiv.org/abs/2406.15362
Autor:
Chancellor, Stevie1 (AUTHOR) steviec@umn.edu, Konstan, Joseph A.1 (AUTHOR) konstan@umn.edu, Terveen, Loren1 (AUTHOR) terveen@umn.edu, Yarosh, Svetlana2 (AUTHOR) lana@umn.edu
Publikováno v:
Communications of the ACM. Jun2024, Vol. 67 Issue 6, p35-38. 4p.
Many recent technological advances (e.g. ChatGPT and search engines) are possible only because of massive amounts of user-generated data produced through user interactions with computing systems or scraped from the web (e.g. behavior logs, user-gener
Externí odkaz:
http://arxiv.org/abs/2305.13238
Workplace bias creates negative psychological outcomes for employees, permeating the larger organization. Workplace meetings are frequent, making them a key context where bias may occur. Video conferencing (VC) is an increasingly common medium for wo
Externí odkaz:
http://arxiv.org/abs/2212.00849
Autor:
Milton, Ashlee, Chancellor, Stevie
In this paper, we argue that recommendation systems are in a unique position to propagate dangerous and cruel behaviors to people with mental illnesses.
Comment: Accepted to the 5th FAccTRec Workshop: Responsible Recommendation (https://facctrec
Comment: Accepted to the 5th FAccTRec Workshop: Responsible Recommendation (https://facctrec
Externí odkaz:
http://arxiv.org/abs/2209.03941
All That's Happening behind the Scenes: Putting the Spotlight on Volunteer Moderator Labor in Reddit
Online volunteers are an uncompensated yet valuable labor force for many social platforms. For example, volunteer content moderators perform a vast amount of labor to maintain online communities. However, as social platforms like Reddit favor revenue
Externí odkaz:
http://arxiv.org/abs/2205.14529
Online volunteers are a crucial labor force that keeps many for-profit systems afloat (e.g. social media platforms and online review sites). Despite their substantial role in upholding highly valuable technological systems, online volunteers have no
Externí odkaz:
http://arxiv.org/abs/2205.14528
Autor:
Chancellor, Stevie
"Human-centered machine learning" (HCML) is a term that describes machine learning that applies to human-focused problems. Although this idea is noteworthy and generates scholarly excitement, scholars and practitioners have struggled to clearly defin
Externí odkaz:
http://arxiv.org/abs/2203.00432
Many powerful computing technologies rely on implicit and explicit data contributions from the public. This dependency suggests a potential source of leverage for the public in its relationship with technology companies: by reducing, stopping, redire
Externí odkaz:
http://arxiv.org/abs/2012.09995