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Video sharing platforms (VSPs) have become central information hubs but also facilitate the spread of information disorder, from misleading narratives to fabricated content. This survey synthesizes research on VSPs' multimedia ecosystems…

Multimedia · Computer Science 2025-12-01 Meiyu Li , Wei Ai , Naeemul Hassan

Despite the ever-strong demand for mental health care globally, access to traditional mental health services remains severely limited expensive, and stifled by stigma and systemic barriers. Thus, over the last few years, young people are…

Social and Information Networks · Computer Science 2023-04-18 Viet Cuong Nguyen , Michael Birnbaum , Munmun De Choudhury

While videos have become increasingly prevalent in delivering information across different educational and professional contexts, individuals with ADHD often face attention challenges when watching informational videos due to the dynamic,…

Human-Computer Interaction · Computer Science 2025-07-18 Hanxiu 'Hazel' Zhu , Ruijia Chen , Yuhang Zhao

The openness and influence of video-sharing platforms (VSPs) such as YouTube and TikTok attracted creators to share videos on various social issues. Although social issue videos (SIVs) affect public opinions and breed misinformation, how…

Human-Computer Interaction · Computer Science 2023-10-31 Shuo Niu , Dilasha Shrestha , Abhisan Ghimire , Zhicong Lu

Deaf and Hard-of-Hearing (DHH) audiences have long complained about caption qualities for many online videos created by individual content creators on video-sharing platforms (e.g., YouTube). However, there lack explorations of practices,…

Human-Computer Interaction · Computer Science 2022-12-13 Franklin Mingzhe Li , Cheng Lu , Zhicong Lu , Patrick Carrington , Khai N. Truong

Developmental Delays and Disabilities (DDDs) refer to conditions where children are slower or unable to reach developmental milestones compared to typically developing children. This can cause significant stress for parents, leading to…

Human-Computer Interaction · Computer Science 2024-06-25 Saquib Ahmed , Md Nazmus Sakib , Sanorita Dey

While videos have become increasingly prevalent in delivering information across different educational and professional contexts, individuals with ADHD often face attention challenges when watching informational videos due to the dynamic,…

Human-Computer Interaction · Computer Science 2025-11-25 Hanxiu 'Hazel' Zhu , Ruijia Chen , Yuhang Zhao

Short-video platforms show an increasing impact on people's daily lives nowadays, with billions of active users spending plenty of time each day. The interactions between users and online platforms give rise to many scientific problems…

Multimedia · Computer Science 2025-02-11 Yu Shang , Chen Gao , Nian Li , Yong Li

Video-sharing platforms (VSPs) have been increasingly embracing social features such as likes, comments, and Danmaku to boost user engagement. However, viewers may post inappropriate content through video commentary to gain attention or…

Human-Computer Interaction · Computer Science 2024-11-08 Siying Hu , Zhicong Lu

Video content creation offers vital opportunities for expression and participation, yet remains largely inaccessible to creators with sensory impairments, especially in low-resource settings. We conducted interviews with 20 video creators…

Human-Computer Interaction · Computer Science 2025-09-11 Lan Xiao , Maryam Bandukda , Franklin Mingzhe Li , Mark Colley , Catherine Holloway

Attention Deficit Hyperactivity Disorder (ADHD), characterized by inattention, hyperactivity, and impulsivity, is prevalent in the adult population. Long perceived and treated as a childhood condition, ADHD and its characteristics…

Human-Computer Interaction · Computer Science 2026-01-30 Valerie Tan , Luisa Jost , Jens Gerken , Max Pascher

The short video-sharing services that allow users to post 10-30 second videos (e.g., YouTube Shorts and TikTok) have attracted a lot of attention in recent years. However, conventional video copy detection (VCD) methods mainly focus on…

Computer Vision and Pattern Recognition · Computer Science 2024-03-28 Rintaro Yanagi , Yamato Okamoto , Shuhei Yokoo , Shin'ichi Satoh

Accessibility efforts, how we can make the world usable and useful to as many people as possible, have explicitly focused on how we can support and allow for the autonomy and independence of people with disabilities, neurotypes, chronic…

Human-Computer Interaction · Computer Science 2022-12-14 Ellen Simpson , Samantha Dalal , Bryan Semaan

User-generated content plays a key role in social networking, allowing a more active participation, socialisation, and collaboration among users. In particular, media content has been gaining a lot of ground, allowing users to express…

Human-Computer Interaction · Computer Science 2021-04-23 Letícia Seixas Pereira , José Coelho , André Rodrigues , João Guerreiro , Tiago Guerreiro , Carlos Duarte

Autism Spectrum Disorder (ASD) is a diverse collection of neurobiological conditions marked by challenges in social communication and reciprocal interactions, as well as repetitive and stereotypical behaviors. Atypical behavior patterns in…

Computer Vision and Pattern Recognition · Computer Science 2024-07-15 Abid Ali , Mahmoud Ali , Jean-Marc Odobez , Camilla Barbini , Séverine Dubuisson , Francois Bremond , Susanne Thümmler

Mis- and disinformation can spread rapidly on video-sharing platforms (VSPs). Despite the growing use of VSPs, there has not been a proportional increase in our ability to understand this medium and the messages conveyed through it. In this…

Human-Computer Interaction · Computer Science 2023-03-28 Sukrit Venkatagiri , Joseph S. Schafer , Stephen Prochaska

The development of video game streaming has grown rapidly, with major platforms such as YouTube and Twitch using different codecs. To support quality assessment models that work consistently across any codec, it is necessary to have access…

Computer Vision and Pattern Recognition · Computer Science 2026-05-05 Rajesh Sureddi , Shreshth Saini , Avinab Saha , Alan C. Bovik

Video-sharing social media platforms, such as TikTok, YouTube, and Instagram, implement content moderation policies aimed at reducing exposure to harmful videos among minor users. As video has become the dominant and most immersive form of…

This paper has been withdrawn by the authors due to insufficient or definition error(s) in the ethics approval protocol. Autism spectrum disorders (ASD) impact the cognitive, social, communicative and behavioral abilities of an individual.…

Computer Vision and Pattern Recognition · Computer Science 2019-09-18 Andrew Cook , Bappaditya Mandal , Donna Berry , Matthew Johnson

Attention Deficit Hyperactivity Disorder (ADHD) causes significant impairment in various domains. Early diagnosis of ADHD and treatment could significantly improve the quality of life and functioning. Recently, machine learning methods have…

Computer Vision and Pattern Recognition · Computer Science 2024-09-05 Yichun Li , Yuxing Yang , Syed Nohsen Naqvi
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