Jessica L Feuston

schoolNorthwestern Universitybar_chart#928 Global Rank

Total Papers

HCI Rank

#928

Research Areas

Years Active

Recent Publications

Safety and Community Context: Exploring a Transfeminist Approach to Sapphic Relationship Platforms

Relationship platforms (e.g., dating apps) are crucial tools for sapphics (trans women, cis women, and nonbinary people who are attracted to other sapphics). However, current platforms are not designed in a way that accounts for sapphic lived experience, especially the lived experience of sapphics who hold multiple ma…

CSCW '232nd AuthorMental Health I

Contextual Gaps in Machine Learning for Mental Illness Prediction: The Case of Diagnostic Disclosures

Getting training data for machine learning (ML) prediction of mental illness on social media data is labor intensive. To work around this, ML teams will extrapolate proxy signals, or alternative signs from data to evaluate illness status and create training datasets. However, these signals' validity has not been deter…

CSCW '221st AuthorHonorable MentionHealth Support Communities; Health Support Communities

"Do You Ladies Relate?'': Experiences of Gender Diverse People in Online Eating Disorder Communities

The study of eating disorders online has a long tradition within CSCW and HCI scholarship. Research within this corpus highlights the types of content people with eating disorders post as well as the ways in which individuals use online spaces for acceptance, connection, and support. Despite nearly a decade of researc…

UIST '223rd AuthorExplainable AI (XAI) +2

Scholastic: Graphical Human-AI Collaboration for Inductive and Interpretive Text Analysis

Interpretive scholars generate knowledge from text corpora by manually sampling documents, applying codes, and refining and collating codes into categories until meaningful themes emerge. Given a large corpus, machine learning could help scale this data sampling and analysis, but prior research shows that experts are…

CSCW '211st AuthorHuman-AI Collaboration

Putting Tools in Their Place: The role of time and perspective in human-AI collaboration for qualitative analysis

‘Big data’ corpora are typically the purview of quantitative scholars, who may work with computational tools to derive numerical and descriptive insights. Recent work asks how technology, such as AI, can support qualitative scholars in developing deep and complex insights from large datasets. Jiang et al. address this…

CSCW '201st AuthorHonorable MentionUnderstanding and Fighting Toxicity / Moderation

Conformity of Eating Disorders through Content Moderation

For individuals with mental illness, social media platforms are considered spaces for sharing and connection. However, not all expressions of mental illness are treated equally on these platforms. Different aggregates of human and technical control are used to report and ban content, accounts, and communities. Through…

CHI '191st AuthorHonorable MentionEmpowerment of Marginalized Groups

Everyday Experiences: Small Stories and Mental Illness on Instagram

Despite historical precedence and modern prevalence, mental illness and associated disorders are frequently aligned with notions of deviance and, by association, abnormality. The view that mental illness deviates from an implicit social norm permeates the CHI community, impacting how scholars approach research in this…

CHI '181st AuthorCreative Collaboration & Feedback Systems +1

How Social Dynamics and the Context of Digital Content Impact Workplace Remix

As highlighted in recent work on remix in online content creation communities, people commonly take and appropriate digital content for new activities. Less is known, however, about how people repurpose digital content as part of work. We report findings from an interview study with 19 individuals in which we explored…

CHI '182nd AuthorBest PaperEmpowerment of Marginalized Groups +1

Making as Expression: Informing Design with People with Complex Communication Needs through Art Therapy

There is a growing emphasis on designing with people with diverse health experiences rather than designing for them. Yet, collaborative design becomes difficult when working with individuals with health conditions (e.g., stroke, cancer, abuse, depression) that affect their ability or willingness to engage alongside re…

CSCW '181st AuthorSocial Support and Care

Beyond the Coded Gaze: Analyzing Expression of Mental Health and Illness on Instagram

In CSCW and HCI, work examining expression of mental health and illness on social media frequently aims to classify content, quantify visual trends, and predict user states. This approach to analysis is a form of the coded gaze, a type of algorithmic ‘way of seeing’ coined with respect to artificial intelligence techn…

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