SURGE: An Event-Centric Social Media Sentiment Time Series Benchmark with Interaction Structure
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Chen, Cheng, Pengsen, Tian, Yuanhe, Song, Yan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Public Sentiment Analysis of Traffic Management Policies in Knoxville: A Social Media Driven Study
by: Saha, Shampa, et al.
Published: (2025)
by: Saha, Shampa, et al.
Published: (2025)
DREAMS: A Social Exchange Theory-Informed Modeling of Misinformation Engagement on Social Media
by: Tian, Lin, et al.
Published: (2026)
by: Tian, Lin, et al.
Published: (2026)
Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection
by: Yang, Zhiwei, et al.
Published: (2024)
by: Yang, Zhiwei, et al.
Published: (2024)
Cross Event Detection and Topic Evolution Mining in cross events for Man Made Disasters in Social Media Streams
by: Bide, Pramod, et al.
Published: (2026)
by: Bide, Pramod, et al.
Published: (2026)
Heterogeneous Subgraph Network with Prompt Learning for Interpretable Depression Detection on Social Media
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
by: Zhang, Jiajun, et al.
Published: (2024)
by: Zhang, Jiajun, et al.
Published: (2024)
Y Social: an LLM-powered Social Media Digital Twin
by: Rossetti, Giulio, et al.
Published: (2024)
by: Rossetti, Giulio, et al.
Published: (2024)
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election
by: Yan, Liu, et al.
Published: (2025)
by: Yan, Liu, et al.
Published: (2025)
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments
by: Sun, Dachun, et al.
Published: (2025)
by: Sun, Dachun, et al.
Published: (2025)
Contrastive Learning for Implicit Social Factors in Social Media Popularity Prediction
by: Zhang, Zhizhen, et al.
Published: (2024)
by: Zhang, Zhizhen, et al.
Published: (2024)
Are LLM-Powered Social Media Bots Realistic?
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)
PERCEIVE: A Benchmark for Personalized Emotion and Communication Behavior Understanding on Social Media
by: Liao, Jian, et al.
Published: (2026)
by: Liao, Jian, et al.
Published: (2026)
SoMe: A Realistic Benchmark for LLM-based Social Media Agents
by: Xue, Dizhan, et al.
Published: (2025)
by: Xue, Dizhan, et al.
Published: (2025)
BotVerse: Real-Time Event-Driven Simulation of Social Agents
by: Allegrini, Edoardo, et al.
Published: (2026)
by: Allegrini, Edoardo, et al.
Published: (2026)
Contextualizing Internet Memes Across Social Media Platforms
by: Joshi, Saurav, et al.
Published: (2023)
by: Joshi, Saurav, et al.
Published: (2023)
Encoding Binary Events from Continuous Time Series in Rooted Trees using Contrastive Learning
by: Rasmussen, Tobias Engelhardt, et al.
Published: (2024)
by: Rasmussen, Tobias Engelhardt, et al.
Published: (2024)
Cyberbullying Governance on Social Media: A Unified Framework from Content Identification to Intervention
by: Huang, Yiting, et al.
Published: (2026)
by: Huang, Yiting, et al.
Published: (2026)
Simulating and Experimenting with Social Media Mobilization Using LLM Agents
by: Shirani, Sadegh, et al.
Published: (2025)
by: Shirani, Sadegh, et al.
Published: (2025)
Suicide Risk Assessment on Social Media with Semi-Supervised Learning
by: Lovitt, Max, et al.
Published: (2024)
by: Lovitt, Max, et al.
Published: (2024)
Mapping the Technological Future: A Topic, Sentiment, and Emotion Analysis in Social Media Discourse
by: Landowska, Alina, et al.
Published: (2024)
by: Landowska, Alina, et al.
Published: (2024)
Multi-Order Hyperbolic Graph Convolution and Aggregated Attention for Social Event Detection
by: Liu, Yao, et al.
Published: (2025)
by: Liu, Yao, et al.
Published: (2025)
Social Bias in LLM-Generated Code: Benchmark and Mitigation
by: Rabbi, Fazle, et al.
Published: (2026)
by: Rabbi, Fazle, et al.
Published: (2026)
Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities
by: Chiu, Shih-Hsuan, et al.
Published: (2025)
by: Chiu, Shih-Hsuan, et al.
Published: (2025)
Utilizing Social Media Analytics to Detect Trends in Saudi Arabias Evolving Market
by: Aalijah, Kanwal
Published: (2025)
by: Aalijah, Kanwal
Published: (2025)
SABIA: An AI-Powered Tool for Detecting Opioid-Related Behaviors on Social Media
by: Ahmad, Muhammad, et al.
Published: (2025)
by: Ahmad, Muhammad, et al.
Published: (2025)
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
by: Zhang, Zeyu, et al.
Published: (2024)
by: Zhang, Zeyu, et al.
Published: (2024)
Structure-Centric Graph Foundation Model via Geometric Bases
by: He, Xiaodong, et al.
Published: (2026)
by: He, Xiaodong, et al.
Published: (2026)
SoMeR: Multi-View User Representation Learning for Social Media
by: Guo, Siyi, et al.
Published: (2024)
by: Guo, Siyi, et al.
Published: (2024)
Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback: An NLP Framework
by: Das, Adway, et al.
Published: (2023)
by: Das, Adway, et al.
Published: (2023)
Community Norms in the Spotlight: Enabling Task-Agnostic Unsupervised Pre-Training to Benefit Online Social Media
by: Hebert, Liam, et al.
Published: (2026)
by: Hebert, Liam, et al.
Published: (2026)
Enhancing Social Media Personalization: Dynamic User Profile Embeddings and Multimodal Contextual Analysis Using Transformer Models
by: Vachharajani, Pranav
Published: (2024)
by: Vachharajani, Pranav
Published: (2024)
ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles
by: Yang, Yitian, et al.
Published: (2026)
by: Yang, Yitian, et al.
Published: (2026)
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
by: Cook, Owen, et al.
Published: (2024)
by: Cook, Owen, et al.
Published: (2024)
PPCR-IM: A System for Multi-layer DAG-based Public Policy Consequence Reasoning and Social Indicator Mapping
by: Song, Zichen, et al.
Published: (2026)
by: Song, Zichen, et al.
Published: (2026)
An Analytical Emotion Framework of Rumour Threads on Social Media
by: Xing, Rui, et al.
Published: (2025)
by: Xing, Rui, et al.
Published: (2025)
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection
by: Yang, Yingguang, et al.
Published: (2024)
by: Yang, Yingguang, et al.
Published: (2024)
Analyzing User Characteristics of Hate Speech Spreaders on Social Media
by: Geissler, Dominique, et al.
Published: (2023)
by: Geissler, Dominique, et al.
Published: (2023)
User-Aware Multilingual Abusive Content Detection in Social Media
by: Rehman, Mohammad Zia Ur, et al.
Published: (2024)
by: Rehman, Mohammad Zia Ur, et al.
Published: (2024)
Community Moderation and the New Epistemology of Fact Checking on Social Media
by: Augenstein, Isabelle, et al.
Published: (2025)
by: Augenstein, Isabelle, et al.
Published: (2025)
HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion
by: Cheng, Le, et al.
Published: (2025)
by: Cheng, Le, et al.
Published: (2025)
Similar Items
-
Public Sentiment Analysis of Traffic Management Policies in Knoxville: A Social Media Driven Study
by: Saha, Shampa, et al.
Published: (2025) -
DREAMS: A Social Exchange Theory-Informed Modeling of Misinformation Engagement on Social Media
by: Tian, Lin, et al.
Published: (2026) -
Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection
by: Yang, Zhiwei, et al.
Published: (2024) -
Cross Event Detection and Topic Evolution Mining in cross events for Man Made Disasters in Social Media Streams
by: Bide, Pramod, et al.
Published: (2026) -
Heterogeneous Subgraph Network with Prompt Learning for Interpretable Depression Detection on Social Media
by: Chen, Chen, et al.
Published: (2024)