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- short-paperNovember 2024
Community-Driven Models for Research on Social Platforms
- Sanjay Kairam,
- Michael S. Bernstein,
- Amy S. Bruckman,
- Stevie Chancellor,
- Eshwar Chandrasekharan,
- Munmun De Choudhury,
- Casey Fiesler,
- Hanlin Li,
- Nicholas Proferes,
- Manoel Horta Ribeiro,
- C. Estelle Smith,
- Galen Cassebeer Weld
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 684–688https://doi.org/10.1145/3678884.3687141This SIG will engage CSCW researchers in a collaborative discussion on the use of UGC from social platforms for academic research. In recent years, both the importance and difficulty of accessing such data for scientific inquiry have increased. Drawing ...
- extended-abstractNovember 2024
Re-imagining Mental Health Access: The Role of Human, AI and Design
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 57–60https://doi.org/10.1145/3678884.3682056Access to care is one of the major barriers to mental health treatment, leading many individuals to turn to unproven methods for support, such as large language models (LLMs). This dissertation investigates how humans, design, and AI can collectively ...
- extended-abstractNovember 2024
Proactively Supporting Online Community Health Through Mechanisms of Positive Reinforcement
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 35–38https://doi.org/10.1145/3678884.3682049Moderators are often characterized as punitive actors, but they are capable of creating norms and supporting community values. One way moderators can do this is through positive reinforcement, a principle shown to work in some offline contexts but ...
- research-articleNovember 2024
Investigating How Gilds Were Employed on Reddit
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 624–628https://doi.org/10.1145/3678884.3681916Certain types of positive feedback are among the most commonly-used signals in online communities. For the recipients, these signals may already be serving as positive reinforcement, a psychology principle effective at encouraging desired behaviors in ...
- research-articleNovember 2024
Designing for Resilient Caregiving Coordination Journeys: Prioritizing Features Across Families and Phases
- Shreyas Patel,
- Sarah Nikkhah,
- Salonee Nadkarni,
- Pradnya Suryawanshi,
- Rohith Sureddi,
- Mandar Bhoyar,
- Preksha Kulkarni,
- Drishti Dinesh Jogadia,
- Scott Shimala,
- Anurag Vinayak Harishchandrakar,
- Samaneh Sanaeipoor,
- Emily L Mueller,
- Andrew D Miller
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 525–532https://doi.org/10.1145/3678884.3681901When a child is hospitalized with a serious illness such as cancer, parents and other close family often take on new roles as caregivers. Previous qualitative studies indicate that caregiving coordination work changes systematically across illness and ...
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- extended-abstractNovember 2024
Envisioning New Futures of Positive Social Technology: Beyond Paradigms of Fixing, Protecting, and Preventing
- JaeWon Kim,
- Lindsay Popowski,
- Anna Fang,
- Cassidy Pyle,
- Guo Freeman,
- Ryan M. Kelly,
- Angela Y. Lee,
- Fannie Liu,
- Angela D. R. Smith,
- Alexandra To,
- Amy X. Zhang
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 701–704https://doi.org/10.1145/3678884.3681833Social technology research today largely focuses on mitigating the negative impacts of technology and, therefore, often misses the potential of technology to enhance human connections and well-being. However, we see a potential to shift towards a ...
- extended-abstractNovember 2024
Towards a Unified Framework for Responsible Social Computing Undergraduate and Graduate Education
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 705–707https://doi.org/10.1145/3678884.3681828Social computing education is gaining traction across computer science and information science disciplines, yet lacks a standardized pedagogical framework for topics to teach, as well as strategies for engaging students. This workshop aims to convene ...
- research-articleNovember 2024
Commit: Online Groups with Participation Commitments
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 488, Pages 1–28https://doi.org/10.1145/3687027In spite of efforts to increase participation, many online groups struggle to survive past the initial days, as members leave and activity atrophies. We argue that a main assumption of online group design---that groups ask nothing of their members beyond ...
- research-articleNovember 2024
A Cross Community Comparison of Muting in Conversations of Gendered Violence on Reddit
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 401, Pages 1–29https://doi.org/10.1145/3686940Gender-based violence (GBV) is an ongoing public health issue. Prevention practice and research on GBV contend with an incomplete understanding of its public health burden due to gender-exclusive definitions of GBV and inhibited survivor disclosure. ...
- research-articleNovember 2024
"Positive reinforcement helps breed positive behavior": Moderator Perspectives on Encouraging Desirable Behavior
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 390, Pages 1–33https://doi.org/10.1145/3686929The role of a moderator is often characterized as solely punitive, however, moderators have the power to not only execute reactive and punitive actions but also create norms and support the values they want to see within their communities. One way ...
- research-articleNovember 2024
The Sociotechnical Stack: Opportunities for Social Computing Research in Non-Consensual Intimate Media
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 375, Pages 1–21https://doi.org/10.1145/3686914Non-consensual intimate media (NCIM) involves sharing intimate content without the depicted person's consent, including 'revenge porn' and sexually explicit deepfakes. While NCIM has received attention in legal, psychological, and communication fields ...
- research-articleOctober 2024
Feminist Interaction Techniques: Social Consent Signals to Deter NCIM Screenshots
- Li Qiwei,
- Francesca Lameiro,
- Shefali Patel,
- Cristi Isaula-Reyes,
- Eytan Adar,
- Eric Gilbert,
- Sarita Schoenebeck
UIST '24: Proceedings of the 37th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 28, Pages 1–14https://doi.org/10.1145/3654777.3676380Non-consensual Intimate Media (NCIM) refers to the distribution of sexual or intimate content without consent. NCIM is common and causes significant emotional, financial, and reputational harm. We developed Hands-Off, an interaction technique for ...
- research-articleSeptember 2024
WallStreetBets: Assessing the Collective Intelligence of Reddit for Investment Advice
ACM Transactions on Social Computing (TSC), Volume 7, Issue 1-4Article No.: 3, Pages 1–23https://doi.org/10.1145/3660760The WallStreetBets (WSB) community on Reddit gained prominence for its role in the GameStop saga and the resulting meme stock phenomenon. Concurrently, this has boosted the popularity of finance-related communities on Reddit, with the top five totaling ...
- research-articleJune 2024
What's in a Social Computing Course: Analyzing Computer and Information Science Syllabi
EduCHI '24: Proceedings of the 6th Annual Symposium on HCI EducationArticle No.: 2, Pages 1–8https://doi.org/10.1145/3658619.3658623Social computing systems—such as social media and e-commerce platforms as well as search engines and collaboration software— not only drive vast economic value and societal impact, but are also becoming prominent topics in policy discourse. Although ...
- research-articleJune 2024
Gender Bias Detection in Court Decisions: A Brazilian Case Study
FAccT '24: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and TransparencyPages 746–763https://doi.org/10.1145/3630106.3658937Data derived from the realm of the social sciences is often produced in digital text form, which motivates its use as a source for natural language processing methods. Researchers and practitioners have developed and relied on artificial intelligence ...
- research-articleMay 2024
Machine and Human Understanding of Empathy in Online Peer Support: A Cognitive Behavioral Approach
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 875, Pages 1–13https://doi.org/10.1145/3613904.3642034Online peer support provides space for individuals to connect with others and seek support. However, while empathy is critical for effective support, studies have found that highly empathetic support on these platforms can be rare. Using data from ...
- research-articleMay 2024
Catfished! Impacts of Strategic Misrepresentation in Online Dating
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent SystemsPages 1011–1019Online dating is a multibillion-dollar global industry, and is increasingly becoming the go-to method for finding partners. Intricate dynamics mark its operation, influenced by varying user preferences, strategies, and traits, as well as by the ...
- research-articleApril 2024
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 190, Pages 1–29https://doi.org/10.1145/3641029Online mental health support communities, in which volunteer counselors provide accessible mental and emotional health support, have grown in recent years. Despite millions of people using these platforms, the clinical effectiveness of these communities ...
- research-articleApril 2024
"Centralized or Decentralized?": Concerns and Value Judgments of Stakeholders in the Non-Fungible Tokens (NFTs) Market
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 28, Pages 1–34https://doi.org/10.1145/3637305Non-fungible tokens (NFTs) are decentralized digital tokens to represent the unique ownership of items. Recently, NFTs have been gaining popularity and at the same time bringing up issues, such as scams, racism, and sexism. Decentralization, a key ...
- research-articleFebruary 2024
Remember the Human: A Systematic Review of Ethical Considerations in Reddit Research
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue GROUPArticle No.: 5, Pages 1–33https://doi.org/10.1145/3633070Reddit is one of the world's most prominent social media platforms, and also a valuable source of data for internet researchers. However, working with this kind of data also presents novel ethical complications for researchers, including issues around ...