When Algorithms Mirror Minds: A Confirmation-Aware Social Dynamic Model of Echo Chamber and Homogenization Traps
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Ming, Huang, Xiaowen, Sang, Jitao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mitigating Filter Bubble from the Perspective of Community Detection: A Universal Framework
by: Tang, Ming, et al.
Published: (2025)
by: Tang, Ming, et al.
Published: (2025)
Understanding the Information Cocoon: A Multidimensional Assessment and Analysis of News Recommendation Systems
by: Wang, Xin, et al.
Published: (2025)
by: Wang, Xin, et al.
Published: (2025)
Scalable Substructure Discovery Algorithm For Homogeneous Multilayer Networks
by: Singh, Arshdeep, et al.
Published: (2025)
by: Singh, Arshdeep, et al.
Published: (2025)
ITDR: An Instruction Tuning Dataset for Enhancing Large Language Models in Recommendations
by: Liu, Zekun, et al.
Published: (2025)
by: Liu, Zekun, et al.
Published: (2025)
Community-Aware Social Community Recommendation
by: Jiang, Runhao, et al.
Published: (2025)
by: Jiang, Runhao, et al.
Published: (2025)
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library
by: Cheng, Lei, et al.
Published: (2024)
by: Cheng, Lei, et al.
Published: (2024)
When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks
by: Shu, Zhiyao, et al.
Published: (2024)
by: Shu, Zhiyao, et al.
Published: (2024)
Dual-domain Collaborative Denoising for Social Recommendation
by: Chen, Wenjie, et al.
Published: (2024)
by: Chen, Wenjie, et al.
Published: (2024)
Task-Aware Retrieval Augmentation for Dynamic Recommendation
by: Tao, Zhen, et al.
Published: (2025)
by: Tao, Zhen, et al.
Published: (2025)
A Survey of Datasets for Information Diffusion Tasks
by: Guo, Fuxia, et al.
Published: (2024)
by: Guo, Fuxia, et al.
Published: (2024)
Membership Inference Attack against Large Language Model-based Recommendation Systems: A New Distillation-based Paradigm
by: Cuihong, Li, et al.
Published: (2025)
by: Cuihong, Li, et al.
Published: (2025)
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities
by: Hazra, Rima, et al.
Published: (2023)
by: Hazra, Rima, et al.
Published: (2023)
Recommendation Algorithms: A Comparative Study in Movie Domain
by: Chivukula, Rohit, et al.
Published: (2026)
by: Chivukula, Rohit, et al.
Published: (2026)
Model, Analyze, and Comprehend User Interactions within a Social Media Platform
by: Reza, Md Kaykobad, et al.
Published: (2024)
by: Reza, Md Kaykobad, et al.
Published: (2024)
RecDiff: Diffusion Model for Social Recommendation
by: Li, Zongwei, et al.
Published: (2024)
by: Li, Zongwei, et al.
Published: (2024)
A Survey of Graph Neural Networks for Social Recommender Systems
by: Sharma, Kartik, et al.
Published: (2022)
by: Sharma, Kartik, et al.
Published: (2022)
Algorithmic Audit of Personalisation Drift in Polarising Topics on TikTok
by: Pecher, Branislav, et al.
Published: (2026)
by: Pecher, Branislav, et al.
Published: (2026)
Revisiting Algorithmic Audits of TikTok: Poor Reproducibility and Short-term Validity of Findings
by: Mosnar, Matej, et al.
Published: (2025)
by: Mosnar, Matej, et al.
Published: (2025)
A Multi-Modal Latent-Features based Service Recommendation System for the Social Internet of Things
by: Khelloufi, Amar, et al.
Published: (2023)
by: Khelloufi, Amar, et al.
Published: (2023)
Towards Reliable Social A/B Testing: Spillover-Contained Clustering with Robust Post-Experiment Analysis
by: Min, Xu, et al.
Published: (2026)
by: Min, Xu, et al.
Published: (2026)
Leveraging Contrastive Learning for Few-shot Geolocation of Social Posts
by: Li, Menglin, et al.
Published: (2024)
by: Li, Menglin, et al.
Published: (2024)
Why They Link: An Intent Taxonomy for Including Hyperlinks in Social Posts
by: Lan, Fangping, et al.
Published: (2026)
by: Lan, Fangping, et al.
Published: (2026)
Efficient Data Retrieval and Comparative Bias Analysis of Recommendation Algorithms for YouTube Shorts and Long-Form Videos
by: Dagtas, Selimhan, et al.
Published: (2025)
by: Dagtas, Selimhan, et al.
Published: (2025)
TriMod Fusion for Multimodal Named Entity Recognition in Social Media
by: Alfaqeeh, Mosab
Published: (2025)
by: Alfaqeeh, Mosab
Published: (2025)
Gender Dynamics in Russian Online Political Discourse
by: Savchenko, Elizaveta, et al.
Published: (2024)
by: Savchenko, Elizaveta, et al.
Published: (2024)
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)
EVOLVE: Predicting User Evolution and Network Dynamics in Social Media Using Fine-Tuned GPT-like Model
by: Hossain, Ismail, et al.
Published: (2024)
by: Hossain, Ismail, et al.
Published: (2024)
How Cohesive Are Community Search Results on Online Social Networks?: An Experimental Evaluation
by: Zhao, Yining, et al.
Published: (2025)
by: Zhao, Yining, et al.
Published: (2025)
Dynamic Graph with Similarity-Aware Attention Graph Neural Network for Recommender Systems
by: Senapati, Aadarsh, et al.
Published: (2026)
by: Senapati, Aadarsh, et al.
Published: (2026)
Matrix Factorization with Dynamic Multi-view Clustering for Recommender System
by: Gao, Shangde, et al.
Published: (2025)
by: Gao, Shangde, et al.
Published: (2025)
Gravity Well Echo Chamber Modeling With An LLM-Based Confirmation Bias Model
by: Jackson, Joseph, et al.
Published: (2025)
by: Jackson, Joseph, et al.
Published: (2025)
SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media
by: Hossain, Ismail, et al.
Published: (2024)
by: Hossain, Ismail, et al.
Published: (2024)
Cost-Effective Community-Hierarchy-Based Mutual Voting Approach for Influence Maximization in Complex Networks
by: Liu, Yi, et al.
Published: (2024)
by: Liu, Yi, et al.
Published: (2024)
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation
by: Liu, Yuting, et al.
Published: (2024)
by: Liu, Yuting, et al.
Published: (2024)
Revealing COVID-19's Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter
by: Wang, Zeqiang, et al.
Published: (2024)
by: Wang, Zeqiang, et al.
Published: (2024)
A Survey of Stance Detection on Social Media: New Directions and Perspectives
by: Zhang, Bowen, et al.
Published: (2024)
by: Zhang, Bowen, et al.
Published: (2024)
TGSBM: Transformer-Guided Stochastic Block Model for Link Prediction
by: Yang, Zhejian, et al.
Published: (2026)
by: Yang, Zhejian, et al.
Published: (2026)
Messengers: Breaking Echo Chambers in Collective Opinion Dynamics with Homophily
by: Raoufi, Mohsen, et al.
Published: (2024)
by: Raoufi, Mohsen, et al.
Published: (2024)
ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling
by: Cheng, Wei, et al.
Published: (2025)
by: Cheng, Wei, et al.
Published: (2025)
BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social
by: Jeong, Ujun, et al.
Published: (2024)
by: Jeong, Ujun, et al.
Published: (2024)
Similar Items
-
Mitigating Filter Bubble from the Perspective of Community Detection: A Universal Framework
by: Tang, Ming, et al.
Published: (2025) -
Understanding the Information Cocoon: A Multidimensional Assessment and Analysis of News Recommendation Systems
by: Wang, Xin, et al.
Published: (2025) -
Scalable Substructure Discovery Algorithm For Homogeneous Multilayer Networks
by: Singh, Arshdeep, et al.
Published: (2025) -
ITDR: An Instruction Tuning Dataset for Enhancing Large Language Models in Recommendations
by: Liu, Zekun, et al.
Published: (2025) -
Community-Aware Social Community Recommendation
by: Jiang, Runhao, et al.
Published: (2025)