helpResearch questionSocial Media Discourse and Platform Content
How do Web3 social media users perceive its usability?Direction: Social Computing, Communities, and Public Information
Social Media Discourse and Platform Content
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52
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13
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2025
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All questions
52 items
helpResearch questionSocial Media Discourse and Platform Content
How do Web3 features such as blockchain decentralization and token mechanisms affect UX?helpResearch questionSocial Media Discourse and Platform Content
How can Web3 platforms be designed to improve UX in content creation, consumption, and community interaction?lightbulbPractical problemSocial Media Discourse and Platform Content
Users struggle to use Web3 social media efficiently, with low content quality and search efficiency.helpResearch questionSocial Media Discourse and Platform Content
What types of viewer emotional reactions and coping mechanisms does VTuber retirement trigger?helpResearch questionSocial Media Discourse and Platform Content
Which factors influence viewers' emotional changes toward different types of VTuber retirement (e.g., graduation, termination)?helpResearch questionSocial Media Discourse and Platform Content
How do online communities respond to virtual content creator (VTuber) retirement events through behavior and norms?lightbulbPractical problemSocial Media Discourse and Platform Content
Viewers experience emotional impact on user experience when followed VTubers retire.helpResearch questionSocial Media Discourse and Platform Content
How can narrative patterns in historical Twitter data be detected and analyzed?CSCW '24TwiXplorer: An Interactive Tool for Narrative Detection and Analysis in Historic Twitter Data
helpResearch questionSocial Media Discourse and Platform Content
What functional limitations do existing Twitter data analysis tools have, and how can they be improved for multidimensional text and social network analysis?CSCW '24TwiXplorer: An Interactive Tool for Narrative Detection and Analysis in Historic Twitter Data
helpResearch questionSocial Media Discourse and Platform Content
Can integrating latest NLP techniques (e.g., Twitter-RoBERTa and Sentence-BERT) improve efficiency and accuracy of historical data analysis?CSCW '24TwiXplorer: An Interactive Tool for Narrative Detection and Analysis in Historic Twitter Data
lightbulbPractical problemSocial Media Discourse and Platform Content
Non-technical researchers struggle to intuitively explore and analyze historical Twitter data.CSCW '24TwiXplorer: An Interactive Tool for Narrative Detection and Analysis in Historic Twitter Data
helpResearch questionSocial Media Discourse and Platform Content
How do individual investors in r/WallStreetBets metaphorically frame high-risk trading as gambling?helpResearch questionSocial Media Discourse and Platform Content
How does the community reinforce its trading-as-gambling culture through language and behavior?helpResearch questionSocial Media Discourse and Platform Content
How does r/WallStreetBets's unique culture affect investors' views on high-risk trading and financial losses?lightbulbPractical problemSocial Media Discourse and Platform Content
Individual investors influenced by social media tend to underestimate risk in high-risk investments and suffer financial losses.helpResearch questionSocial Media Discourse and Platform Content
What are the prevalence and public attitudes toward non-consensual synthetic pornography (such as deepfakes) across 10 countries?helpResearch questionSocial Media Discourse and Platform Content
How does gender affect people's cognition and participation regarding AI-generated image-based sexual abuse (AI-IBSA)?helpResearch questionSocial Media Discourse and Platform Content
What impact does cross-national legislation have on reducing victims and crime rates of AI-generated pornography?lightbulbPractical problemSocial Media Discourse and Platform Content
Public awareness of deepfake pornography is low, and legal and technical protections are insufficient.helpResearch questionSocial Media Discourse and Platform Content
How do personalized clickbait exploit publicly available information on social media to attract clicks?helpResearch questionSocial Media Discourse and Platform Content
Can story-driven warning designs effectively reduce users' tendency to click personalized clickbait?helpResearch questionSocial Media Discourse and Platform Content
How effective are embedded emotional narrative warnings at preventing clickbait clicks?lightbulbPractical problemSocial Media Discourse and Platform Content
Social media users are easily drawn to personalized clickbait, wasting time and facing privacy and security risks.helpResearch questionSocial Media Discourse and Platform Content
How do animal narratives in social media #climatechange content affect adolescents' emotional resonance and environmental awareness?CSCW '23Animal Narratives and Emotional Resonance in #ClimateChange Discourse on Social Media: A Qualitative Content Analysis
helpResearch questionSocial Media Discourse and Platform Content
How do climate change contents on different action platforms (e.g., TikTok, Instagram, Twitter) vary in emotional tone and adolescent cognition?CSCW '23Animal Narratives and Emotional Resonance in #ClimateChange Discourse on Social Media: A Qualitative Content Analysis
helpResearch questionSocial Media Discourse and Platform Content
Through which emotions does social media content effectively influence adolescents' pro-environmental behavior?CSCW '23Animal Narratives and Emotional Resonance in #ClimateChange Discourse on Social Media: A Qualitative Content Analysis
lightbulbPractical problemSocial Media Discourse and Platform Content
Adolescents struggle to gain positive emotion-driven motivation for environmental action through social media content.CSCW '23Animal Narratives and Emotional Resonance in #ClimateChange Discourse on Social Media: A Qualitative Content Analysis
helpResearch questionSocial Media Discourse and Platform Content
How do influencers construct public opinion spheres through behavior and guide audiences toward diverse social information realities on social media?CSCW '23Influencer Publics and the Divergent Construction of Social Media Realities
helpResearch questionSocial Media Discourse and Platform Content
How do interactions among influencers form fragmented information ecosystems on social media?CSCW '23Influencer Publics and the Divergent Construction of Social Media Realities
helpResearch questionSocial Media Discourse and Platform Content
How are influencer publics structured and how do they change under platform interventions and external events?CSCW '23Influencer Publics and the Divergent Construction of Social Media Realities
lightbulbPractical problemSocial Media Discourse and Platform Content
Social media users increasingly struggle to distinguish real information from misleading information.CSCW '23Influencer Publics and the Divergent Construction of Social Media Realities
helpResearch questionSocial Media Discourse and Platform Content
How can social media data reveal regional characteristics and social behavior patterns in water management?CSCW '23Leveraging Social Media Analysis for Effective Water Management
helpResearch questionSocial Media Discourse and Platform Content
Can AI models (e.g., Spherical k-Means and BERT) effectively analyze and classify water resource–related tweets?CSCW '23Leveraging Social Media Analysis for Effective Water Management
helpResearch questionSocial Media Discourse and Platform Content
Can social media data serve as supplementary monitoring resources in water management?CSCW '23Leveraging Social Media Analysis for Effective Water Management
lightbulbPractical problemSocial Media Discourse and Platform Content
Water management lacks effective methods for using social media for community engagement and information dissemination.CSCW '23Leveraging Social Media Analysis for Effective Water Management
helpResearch questionSocial Media Discourse and Platform Content
How can co-hashtag network analysis examine autistic individuals' expression and interaction on TikTok?CSCW '23Weaving Autistic Voices on TikTok: Utilizing Co-Hashtag Networks for Netnography
helpResearch questionSocial Media Discourse and Platform Content
What intersections and uniqueness do autistic individuals' multiple identities show in social media expression?CSCW '23Weaving Autistic Voices on TikTok: Utilizing Co-Hashtag Networks for Netnography
helpResearch questionSocial Media Discourse and Platform Content
How do autistic individuals on TikTok promote public acceptance and understanding of autism through tags and content?CSCW '23Weaving Autistic Voices on TikTok: Utilizing Co-Hashtag Networks for Netnography
lightbulbPractical problemSocial Media Discourse and Platform Content
Autistic individuals' diverse needs and voices are often overlooked on social media.CSCW '23Weaving Autistic Voices on TikTok: Utilizing Co-Hashtag Networks for Netnography
helpResearch questionSocial Media Discourse and Platform Content
What research topics and methods exist for video-sharing platforms within the HCI framework?helpResearch questionSocial Media Discourse and Platform Content
What are key user interactions and social dynamics of video-sharing platforms in existing HCI research?helpResearch questionSocial Media Discourse and Platform Content
How can a systematic framework integrate fragmented research on video-sharing platforms?lightbulbPractical problemSocial Media Discourse and Platform Content
Designers lack holistic understanding of user behavior and interaction characteristics on video-sharing platforms.helpResearch questionSocial Media Discourse and Platform Content
How do Reddit communities discuss deepfake technology and its social impacts?helpResearch questionSocial Media Discourse and Platform Content
How have the themes and content of these discussions evolved over time?helpResearch questionSocial Media Discourse and Platform Content
What bidirectional relationship exists between deepfake technology and platform governance mechanisms?lightbulbPractical problemSocial Media Discourse and Platform Content
Users lack clear understanding of the authenticity and social impact of deepfake content.helpResearch questionSocial Media Discourse and Platform Content
How do attitudes toward wearable technology differ across communities (social media, news, academic, and entrepreneurs)?UbiComp '2111 Years with Wearables: Quantitative Analysis of Social Media, Academia, News Agencies, and Lead User Community from 2009–2020 on Wearable Technologies
helpResearch questionSocial Media Discourse and Platform Content
What is the lifecycle and key development directions of wearable technology?UbiComp '2111 Years with Wearables: Quantitative Analysis of Social Media, Academia, News Agencies, and Lead User Community from 2009–2020 on Wearable Technologies
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