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- research-articleSeptember 2024
Understanding Users' Perspectives on Location Privacy Management on iPhones
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue MHCIArticle No.: 282, Pages 1–25https://doi.org/10.1145/3676529As the number of applications installed on smartphones continues to grow, the task of effectively managing location privacy has become increasingly complex. In this paper, we explore the factors that influence users' privacy-preserving intentions and ...
- research-articleMay 2024
Love-Hate Dataset: A Multi-Modal Multi-Platform Dataset Depicting Emotions in the 2023 Israel-Hamas War
WWW '24: Companion Proceedings of the ACM Web Conference 2024Pages 1807–1815https://doi.org/10.1145/3589335.3651966War brings about strong feelings of hate, and showcases the love of humanity. During war, social media is utilized for citizen journalism, supply organization and activism, but also for people to express their emotions. In this paper, we present a multi-...
- research-articleApril 2024
Beyond Initial Removal: Lasting Impacts of Discriminatory Content Moderation to Marginalized Creators on Instagram
- Yim Register,
- Izzi Grasso,
- Lauren N. Weingarten,
- Lilith Fury,
- Constanza Eliana Chinea,
- Tuck J. Malloy,
- Emma S. Spiro
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 23, Pages 1–28https://doi.org/10.1145/3637300Recent work has demonstrated how content moderation practices on social media may unfairly affect marginalized individuals, for example by censoring women's bodies and misidentifying reclaimed terms as hate speech. This study documents and explores the ...
- research-articleMarch 2024
Fragile Minds: Exploring the Link Between Social Media and Young Adult Mental Health
ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 475–479https://doi.org/10.1145/3625007.3627490The well documented mental health crisis among preteens and teenagers worldwide is often believed to be intertwined with the increasing ubiquity of social media services, a belief borne out by numerous findings in the literature. However, the literature ...
- research-articleOctober 2023
Ignore the Affordances; It's the Social Norms: How Millennials and Gen-Z Think About Where to Make a Post on Social Media
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue CSCW2Article No.: 311, Pages 1–26https://doi.org/10.1145/3610102How do Millennial and Gen-Z young adults decide between competing social media when choosing where to post? Previous research argues that decisions can be modeled based on these users' Goals, and the Affordances, Features1, and Social Norms of those ...
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- research-articleApril 2023
Getting Meta: A Multimodal Approach for Detecting Unsafe Conversations within Instagram Direct Messages of Youth
- Shiza Ali,
- Afsaneh Razi,
- Seunghyun Kim,
- Ashwaq Alsoubai,
- Chen Ling,
- Munmun De Choudhury,
- Pamela J. Wisniewski,
- Gianluca Stringhini
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue CSCW1Article No.: 132, Pages 1–30https://doi.org/10.1145/3579608Instagram, one of the most popular social media platforms among youth, has recently come under scrutiny for potentially being harmful to the safety and well-being of our younger generations. Automated approaches for risk detection may be one way to help ...
- research-articleNovember 2022
Understanding Teenage Perceptions and Configurations of Privacy on Instagram
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW2Article No.: 550, Pages 1–28https://doi.org/10.1145/3555608As teenage use of social media platform continues to proliferate, so do concerns about teenage privacy and safety online. Prior work has established that privacy on networked publics, such as social media, is complex, requiring users to navigate not ...
- research-articleJanuary 2023
Information Overload and Presented Lifestyle in Social Media: A Stress-Perspective on the Effects on Mental Health
SIGMIS-CPR '22: Proceedings of the 2022 Computers and People Research ConferenceArticle No.: 10, Pages 1–9https://doi.org/10.1145/3510606.3550203To counteract the increasing number of people showing symptoms of depressive disorders since the outbreak of COVID-19, among others, the WHO suggests using social media more intensively to stay in contact and receive positive messages. However, existing ...
- research-articleApril 2022
Bridging Action Frames: Instagram Infographics in U.S. Ethnic Movements
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW1Article No.: 79, Pages 1–43https://doi.org/10.1145/3512926Instagram infographics are a digital activism tool that have redefined action frames for technology-facilitated social movements. From the 1960s through the 1980s, United States ethnic movements practiced collective action: ideologically unified, ...
- research-articleApril 2022
"Finsta gets all my bad pictures": Instagram Users' Self-Presentation Across Finsta and Rinsta Accounts
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW1Article No.: 69, Pages 1–25https://doi.org/10.1145/3512916Significant research has examined social media users' self-presentation strategies, both within a single account and across multiple platforms. Few studies, however, have considered how users' self-presentation varies across multiple accounts on a ...
- research-articleJanuary 2022
"I Felt a Little Crazy Following a 'Doll'": Investigating Real Influence of Virtual Influencers on Their Followers
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue GROUPArticle No.: 43, Pages 1–28https://doi.org/10.1145/3492862Virtual Influencers (VIs) are computer-generated characters, many of which are often visually indistinguishable from humans and interact with the world in the first-person perspective as social media influencers. They are gaining popularity by creating ...
- research-articleJanuary 2022
The stock exchange of influencers: a financial approach for studying fanbase variation trends
ASONAM '21: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 431–435https://doi.org/10.1145/3487351.3488413In many online social networks (OSNs), a limited portion of profiles emerges and reaches a large base of followers, i.e., the so-called social influencers. One of their main goals is to increase their fanbase to increase their visibility, engaging users ...
- research-articleOctober 2021Honorable Mention
Detection of Illicit Drug Trafficking Events on Instagram: A Deep Multimodal Multilabel Learning Approach
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge ManagementPages 3838–3846https://doi.org/10.1145/3459637.3481908Social media such as Instagram and Twitter have become important platforms for marketing and selling illicit drugs. Detection of online illicit drug trafficking has become critical to combat the online trade of illicit drugs. However, the legal status ...
- research-articleJuly 2021
Expressive digital place making as means of aggregation.: A case study from the COVID-19 pandemic.
CHItaly '21: Proceedings of the 14th Biannual Conference of the Italian SIGCHI ChapterArticle No.: 23, Pages 1–5https://doi.org/10.1145/3464385.3464731The spreading of geo-location technologies embedded in digital devices and their use on social media platforms has made many location-related data available, enabling the digital study of social phenomena. Due to the COVID-19 health emergency, the ...
- research-articleMay 2021
Classification of multimedia SNS posts about tourist sites based on their focus toward predicting eco-friendly users
MMAsia '20: Proceedings of the 2nd ACM International Conference on Multimedia in AsiaArticle No.: 19, Pages 1–7https://doi.org/10.1145/3444685.3446272Overtourism has had a negative impact on various things at tourist sites. One of the most serious problems is environmental issues, such as littering, caused by too many visitors to tourist sites. It is important to change people's mindset to be more ...
- abstractDecember 2020
Instagram Use and the Well-Being of Adolescents: Using Deep Learning to Link Social Scientific Self-reports with Instagram Data Download Packages
ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal InteractionPage 523https://doi.org/10.1145/3395035.3425185Since the introduction of social media platforms, researchers have investigated how the use of such media affects adolescents? well-being. Thus far, findings have been inconsistent [1, 2, 3]. The aim of our interdisciplinary project is to provide a more ...
- short-paperOctober 2020
Do You Really Like Her Post?: Network-Based Analysis for Understanding Like Activities in SNS
CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge ManagementPages 2221–2224https://doi.org/10.1145/3340531.3412166As social network services (SNS) are expanding from friend-based to interest-based, users form a new type of relationships, namely interest-based relationships, with friends and others through social activities (e.g., likes, comments). Although such ...
- research-articleJuly 2020
Keeping up with the Influencers: Improving User Recommendation in Instagram using Visual Content
UMAP '20 Adjunct: Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and PersonalizationPages 29–34https://doi.org/10.1145/3386392.3397594In the social media domain user-to-user recommendation is an important factor to suggest new content and to strengthen the user social circle. In this paper we investigate how to improve user-to-user recommendation exploiting a user similarity metric ...
- short-paperJune 2020
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
ICMR '20: Proceedings of the 2020 International Conference on Multimedia RetrievalPages 331–335https://doi.org/10.1145/3372278.3390736Instagram has become a great venue for amateur and professional photographers alike to showcase their work. It has, in other words, democratized photography. Generally, photographers take thousands of photos in a session, from which they pick a few to ...
- abstractApril 2020
Chasing Play with Instagram: How Can We Capture Mundane Play Potentials to Inspire Interaction Design?
- Ferran Altarriba Bertran,
- Laia Turmo Vidal,
- Ella Dagan,
- Jared Duval,
- Elena Márquez Segura,
- Katherine Isbister
CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing SystemsPages 1–8https://doi.org/10.1145/3334480.3382913Play and playfulness permeate our daily lives and are often the target of interaction designers. Yet, designing for play while embracing the idiosyncrasies of users and their contexts is challenging. Here we address recent calls for new situated and ...