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- research-articleSeptember 2024
Estimating Exposure to Information on Social Networks
ACM Transactions on Social Computing (TSC), Volume 7, Issue 1-4Article No.: 8, Pages 1–24https://doi.org/10.1145/3688599Estimating exposure to information on a social network is a problem with important consequences for our society. The exposure estimation problem involves finding the fraction of people on the network who have been exposed to a piece of information (e.g., ...
- Work in ProgressMay 2024
An Article a Day: Towards Personal Informatics for Healthy News Consumption
- Marianne Aubin Le Quéré,
- Lauren Tran,
- Andrew Berger,
- Christopher Nguyen,
- Rohini Venkatesan,
- Yuanhang Xu,
- Anastasia Sorokina,
- Mor Naaman
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 39, Pages 1–9https://doi.org/10.1145/3613905.3650854Technological logs can enable us to self-reflect on our habits through data. Avid news consumers, who read many articles and take an interest in news media, may have a pronounced interest in tracking their news habits. From a lens of personal informatics,...
- research-articleMay 2024
The Role of Inclusion, Control, and Ownership in Workplace AI-Mediated Communication
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 1016, Pages 1–10https://doi.org/10.1145/3613904.3642650Given large language models’ (LLMs) increasing integration into workplace software, it is important to examine how biases in the models may impact workers. For example, stylistic biases in the language suggested by LLMs may cause feelings of alienation ...
Under the (neighbor)hood: Hyperlocal Surveillance on Nextdoor
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 771, Pages 1–22https://doi.org/10.1145/3613904.3641967This paper examines the tensions between neighborhood gentrification and community surveillance posts on Nextdoor, a hyperlocal social media platform for neighborhoods. We created a privacy-preserving pipeline to gather research data from public Nextdoor ...
- research-articleApril 2024
Not Quite Filling the Void: Comparing the Perceptions of Local Online Groups and Local Media Pages on Facebook
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 100, Pages 1–22https://doi.org/10.1145/3637377With the steady closure of local newspapers, news consumers increasingly turn to community forums and neighborhood apps to fill the information void. This study investigates how local online groups are perceived relative to more traditional local news ...
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- Work in ProgressApril 2023
AI Writing Assistants Influence Topic Choice in Self-Presentation
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 29, Pages 1–6https://doi.org/10.1145/3544549.3585893AI language technologies increasingly assist and expand human communication. While AI-mediated communication reduces human effort, its societal consequences are poorly understood. In this study, we investigate whether using an AI writing assistant in ...
- research-articleApril 2023Honorable Mention
Co-Writing with Opinionated Language Models Affects Users’ Views
CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 111, Pages 1–15https://doi.org/10.1145/3544548.3581196If large language models like GPT-3 preferably produce a particular point of view, they may influence people’s opinions on an unknown scale. This study investigates whether a language-model-powered writing assistant that generates some opinions more ...
- research-articleNovember 2022
Stop the [Image] Steal: The Role and Dynamics of Visual Content in the 2020 U.S. Election Misinformation Campaign
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW2Article No.: 541, Pages 1–24https://doi.org/10.1145/3555599Images are powerful. Visual information can attract attention, improve persuasion, trigger stronger emotions, and is easy to share and spread. We examine the characteristics of the popular images shared on Twitter as part of "Stop the Steal'', the ...
- research-articleNovember 2022
Information Needs of Essential Workers During the COVID-19 Pandemic
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW2Article No.: 306, Pages 1–19https://doi.org/10.1145/3555197COVID-19 has been a sustained and global crisis with a strong continual impact on daily life. Staying accurately informed about COVID-19 has been key to personal and communal safety, especially for essential workers---individuals whose jobs have ...
- research-articleNovember 2022
Characterizing Alternative Monetization Strategies on YouTube
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW2Article No.: 283, Pages 1–30https://doi.org/10.1145/3555174One of the key emerging roles of the YouTube platform is providing creators the ability to generate revenue from their content and interactions. Alongside tools provided directly by the platform, such as revenue-sharing from advertising, creators co-opt ...
- keynoteSeptember 2022
“My AI must have been broken”: How AI Stands to Reshape Human Communication
RecSys '22: Proceedings of the 16th ACM Conference on Recommender SystemsPage 1https://doi.org/10.1145/3523227.3555724From autocomplete and smart replies to video filters and deepfakes, we increasingly live in a world where communication between humans is augmented by artificial intelligence. AI often operates on behalf of a human communicator by recommending, ...
- research-articleApril 2022
Characterizing Reddit Participation of Users Who Engage in the QAnon Conspiracy Theories
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW1Article No.: 53, Pages 1–22https://doi.org/10.1145/3512900Widespread conspiracy theories may significantly impact our society. This paper focuses on the QAnon conspiracy theory, a consequential conspiracy theory that started on and disseminated successfully through social media. Our work characterizes how ...
- research-articleOctober 2021
Trend Alert: A Cross-Platform Organization Manipulated Twitter Trends in the Indian General Election
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 5, Issue CSCW2Article No.: 379, Pages 1–19https://doi.org/10.1145/3479523Political organizations worldwide keep innovating their use of social media technologies. In the 2019 Indian general election, organizers used a network of WhatsApp groups to manipulate Twitter trends through coordinated mass postings. We joined 600 ...
- research-articleApril 2021
"Positive Energy": Perceptions and Attitudes Towards COVID-19 Information on Social Media in China
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 5, Issue CSCW1Article No.: 177, Pages 1–25https://doi.org/10.1145/3449251The COVID-19 outbreak has resulted in a worldwide public health crisis. In such times of crisis, access to relevant and accurate information is critical. For many people in China, domestic social media platforms such as WeChat and Weibo have become ...
- research-articleApril 2021
AI-Mediated Communication: Language Use and Interpersonal Effects in a Referential Communication Task
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 5, Issue CSCW1Article No.: 17, Pages 1–14https://doi.org/10.1145/3449091AI-Mediated Communication (AI-MC) is interpersonal communication that involves an artificially intelligent system that can modify, augment, or even generate content to achieve communicative and relational goals. AI-MC is increasingly involved in human ...
- doctoral_thesisJanuary 2021
Learning Geometry, Appearance and Motion in the Wild
AbstractPhysics-based computer vision can be formulated as an inverse process of graphics rendering engine: we seek to take RGB images and recover the intrinsic properties of a scene, including geometry, material, illumination, and object motions. ...
- research-articleApril 2020
The Government's Dividend: Complex Perceptions of Social Media Misinformation in China
CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing SystemsPages 1–12https://doi.org/10.1145/3313831.3376612The social media environment in China has become the dominant source of information and news over the past decade. This news environment has naturally suffered from challenges related to mis- and dis-information, encumbered by an increasingly complex ...
- research-articleApril 2020Honorable Mention
Characterizing Twitter Users Who Engage in Adversarial Interactions against Political Candidates
CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing SystemsPages 1–13https://doi.org/10.1145/3313831.3376548Social media provides a critical communication platform for political figures, but also makes them easy targets for harassment. In this paper, we characterize users who adversarially interact with political figures on Twitter using mixed-method ...
- posterNovember 2019
Challenges and Lessons Deploying a Physical System for Resource Exchange in Local Communities
CSCW '19 Companion: Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social ComputingPages 180–184https://doi.org/10.1145/3311957.3359497This interactive poster will discuss challenges and lessons learned designing and deploying ShareBox, a hardware-based system that enables people to share physical resources within local communities. Our goal in sharing the insights and struggles we ...