Shuo Niu

Dr. Shuo Niu

orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 April 2023
Verified
Conference Paper
Open access
ABAva Bartolome
Ava Bartolome
SNShuo Niu
Shuo Niu
Video-sharing platforms (VSPs) such as YouTube, TikTok, and Twitch have grown rapidly in recent years and attracted millions of users. Research topics such as online communities, video interactions, and recommendation algorithms have drawn increasing attention. Group and community dynamics were also examined with live streaming and short-form videos. However, HCI literature lacks a holistic picture of video-sharing research themes, methods, and findings that summarizes the diverse topics on interaction modalities and communities. Prior reviews on VSPs were about a particular platform or reviewed as a part of social media. This paper contributes a scoping review of 106 articles on video-sharing published in HCI literature from 2012 to June 2022. We identified six research themes through grounded theory analysis and encoded five HCI research methods in VSP studies. We concluded a framework with five components to structure findings in video-sharing research, with which we reflect on future directions on this topic.

11 May 2024
Verified
Conference Paper
Open access
YLYao Lyu
Yao Lyu
HZHe Zhang
He Zhang
SNShuo Niu
Shuo Niu
JCJie Cai
Jie Cai
Content creators increasingly utilize generative artificial intelligence (Gen-AI) on platforms such as YouTube, TikTok, Instagram, and various blogging sites to produce imaginative images, AI-generated videos, and articles using Large Language Models (LLMs). Despite its growing popularity, there remains an underexplored area concerning the specific domains where AI-generated content is being applied, and the methodologies content creators employ with Gen-AI tools during the creation process. This study initially explores this emerging area through a qualitative analysis of 68 YouTube videos demonstrating Gen-AI usage. Our research focuses on identifying the content domains, the variety of tools used, the activities performed, and the nature of the final products generated by Gen-AI in the context of user-generated content.

11 May 2024
Verified
Conference Paper
Open access
YHYiqing Hua
Yiqing Hua
SNShuo Niu
Shuo Niu
JCJie Cai
Jie Cai
LCLydia B Chilton
Lydia B Chilton
HHHendrik Heuer
Hendrik Heuer
DWDonghee Yvette Wohn
Donghee Yvette Wohn

19 April 2023
Verified
Conference Paper
Open access
SNShuo Niu
Shuo Niu
ZLZhicong Lu
Zhicong Lu
AZAmy X. Zhang
Amy X. Zhang
JCJie Cai
Jie Cai
CGCarla F. Griggio
Carla F. Griggio
HHHendrik Heuer
Hendrik Heuer
Video-sharing platforms (VSPs) such as YouTube, TikTok, and Twitch attract millions of users and have become influential information sources, especially among the young generation. Video creators and live streamers make videos to engage viewers and form online communities. VSP celebrities obtain monetary benefits through monetization programs and affiliated markets. However, there is a growing concern that user-generated videos are becoming a vehicle for spreading misinformation and controversial content. Creators may make inappropriate content for attention and financial benefits. Some other creators also face harassment and attack. This workshop seeks to bring together a group of HCI scholars to brainstorm technical and design solutions to improve the credibility, trust, and safety of VSPs. We aim to discuss and identify research directions for technology design, policy-making, and platform services for video-sharing platforms.


7 November 2024 in Proceedings of the ACM on Human-Computer Interaction
Verified
Journal Article
Open access
SNShuo Niu
Shuo Niu
LLLi Liu
Li Liu
YBYali Bian
Yali Bian
Video-sharing platforms offer a unique avenue for people with disabilities (PWDs) to highlight their experiences, including the challenges and accessibility barriers they face. While creators with disabilities effectively use these platforms to share their life struggles and advocate for societal changes, the scope of research exploring the nature of the discourse activities related to disability challenges remains limited. Our study addresses this gap by conducting a comprehensive qualitative content analysis of 468 videos posted by YouTubers with a range of disabilities, including vision, speech, mobility, hearing, and cognitive and neural impairments. Our findings reveal a predominant discussion on stigma and lack of support. YouTube is also used to share difficulties related to communication and systemic problems. Creators with disabilities also share experiences with technologies and public and private environments, through which they discuss accessibility issues and solutions. Building on our analysis, we propose future research directions aimed at enhancing the experience and support for disability communities on video-sharing platforms.