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View article: Investigating Algorithmic Bias in YouTube Shorts
Investigating Algorithmic Bias in YouTube Shorts Open
The rapid growth of YouTube Shorts, now serving over 2 billion monthly users, reflects a global shift toward short-form video as a dominant mode of online content consumption. This study investigates algorithmic bias in YouTube Shorts' rec…
View article: PRISM: Perceptual Recognition for Identifying Standout Moments in Human-Centric Keyframe Extraction
PRISM: Perceptual Recognition for Identifying Standout Moments in Human-Centric Keyframe Extraction Open
Online videos play a central role in shaping political discourse and amplifying cyber social threats such as misinformation, propaganda, and radicalization. Detecting the most impactful or "standout" moments in video content is crucial for…
View article: Symbolic signals on Instagram: how visual media shapes engagement, emotion, trust, and diffusion
Symbolic signals on Instagram: how visual media shapes engagement, emotion, trust, and diffusion Open
Throughout history, visual symbols have served as powerful tools for communication, uniting communities, shaping narratives, and driving social movements. From traditional media such as pamphlets and murals to contemporary public art, thes…
View article: TriPSS: A Tri-Modal Keyframe Extraction Framework Using Perceptual, Structural, and Semantic Representations
TriPSS: A Tri-Modal Keyframe Extraction Framework Using Perceptual, Structural, and Semantic Representations Open
Efficient keyframe extraction is critical for video summarization and retrieval, yet capturing the full semantic and visual richness of video content remains challenging. We introduce TriPSS, a tri-modal framework that integrates perceptua…
View article: The Amplifiers of Dissent: Examining Influence of Key Users and Content Modality on Collective Actions
The Amplifiers of Dissent: Examining Influence of Key Users and Content Modality on Collective Actions Open
This study investigates the role of content modality and key agents in the collective action process during the 2022 Brazilian presidential election protests on Instagram. Employing a socio-technical approach, we analyze the emotional and …
View article: Analyzing the impact of symbols in Taiwan’s election-related anti-disinformation campaign on TikTok
Analyzing the impact of symbols in Taiwan’s election-related anti-disinformation campaign on TikTok Open
Social, cultural, and political (SCP) symbols in campaigns play vital roles in connecting emotionally with people, representing identity, simplifying complex issues, and reinforcing political ideologies. This study investigates the impact …
View article: Analyzing the Impact of Symbols in Taiwan’s Anti-Disinformation Campaign on TikTok during Elections
Analyzing the Impact of Symbols in Taiwan’s Anti-Disinformation Campaign on TikTok during Elections Open
Social, cultural, and political (SCP) symbols in campaigns play vital roles in connecting emotionally with people, representing identity, simplifying complex issues, and reinforcing political ideologies. This study investigates the impact …
View article: Comparison of machine learning algorithms in statistically imputed water potability dataset
Comparison of machine learning algorithms in statistically imputed water potability dataset Open
Lack of safe drinking water is a growing concern in the present day and age. Since missing data is commonly found among most of the available datasets, the main purpose of this study is to find the best algorithm that works in the dataset …