Quantifying controversy on social media

Cited by (347)

Items 101–200 of 347

  1. Ideology and polarization set the agenda on social media
    Edoardo Loru, Alessandro Galeazzi, Anita Bonetti, Emanuele Sangiorgio, Niccolò Di Marco, Matteo Cinelli, Max Falkenberg, Andrea Baronchelli, Walter Quattrociocchi · 2025 · Scientific Reports
  2. Dynamics of Edit War Sequences in Wikipedia
    Anamika Chhabra, Rishemjit Kaur, S. R. S. Iyengar · 2020 · International Symposium on Open Collaboration
  3. A Framework to Understand Attitudes towards Immigration through Twitter
    Yerka Freire-Vidal, Eduardo Graells-Garrido, Francisco Rowe · 2021 · Applied Sciences
  4. AI-based Twitter framework for assessing the involvement of government schemes in electoral campaigns
    Aarzoo Dhiman, Durga Toshniwal · 2022 · Expert Systems with Applications
  5. Controversy Detection: A Text and Graph Neural Network Based Approach
    Samy Benslimane, Jérôme Azé, Sandra Bringay · 2021 · Lecture notes in computer science
  6. Mathematical measures of societal polarisation
    Johnathan A. Adams, Gentry White, Robyn P. Araujo · 2022 · PLoS ONE
  7. Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach
    Faisal Alatawi, Paras Sheth, Huan Liu · 2023 · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
  8. Quantifying polarization in online political discourse
    Pau Muñoz, Alejandro Bellogín, Raúl Barba-Rojas, Fernando Díez · 2024 · EPJ Data Science
  9. Clout Chasing for the Sake of Content Monetization: Gaming Algorithmic Architectures with Self-Moderation Strategies
    Thales Bertaglia, Adrien Dubois, Cătălina Goanță · 2021 · Morals & Machines
  10. Atheists versus Theists: Religious Polarisation in Arab Online Communities
    Youssef Al Hariri, Walid Magdy, Maria Klara Wolters · 2021 · Proceedings of the ACM on Human-Computer Interaction
  11. Understanding conflict origin and dynamics on Twitter: A real-time detection system
    Fabrício Olivetti de França, Daniel Vitor Beraldo di Gênova, Cláudio Luís de Camargo Penteado, Carlos Kamienski · 2022 · Expert Systems with Applications
  12. The Nature of Real and Perceived Bias in Chilean Media
    Erick Elejalde, Leo Ferres, Eelco Herder · 2017 · ACM Conference on Hypertext and Social Media (HT)
  13. Beyond Sentiments and Opinions: Exploring Social Media with Appraisal Categories
    Valentina Dragos, Delphine Battistelli, Emmanuelle Kelodjoue · 2018 · International Conference on Information Fusion (FUSION)
  14. Measuring the Ease of Communication in Bipartite Social Endorsement Networks
    Morteza Shahrezaye, Orestis Papakyriakopoulos, Juan Carlos Medina Serrano, Simon Hegelich · 2019 · International Conference on Social Media and Society (SMSociety)
  15. Do the Communities We Choose Shape our Political Beliefs? A Study of the Politicization of Topics in Online Social Groups
    Benjamin Kane, Jiebo Luo · 2018 · IEEE International Conference on Big Data (BigData)
  16. Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
    Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schuetze · 2022 · Findings of the Association for Computational Linguistics: NAACL
  17. Polarization of Climate Politics Results from Partisan Sorting: Evidence from Finnish Twittersphere
    Ted Hsuan Yun Chen, Ali Salloum, Antti Gronow, Tuomas Ylä‐Anttila, Mikko Kivelä · 2020
  18. Reducing Exposure to Harmful Content via Graph Rewiring
    Corinna Coupette, Stefan Neumann, Aristides Gionis · 2023 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  19. A high-dimensional approach to measuring online polarization
    Samantha C. Phillips, Joshua Uyheng, Kathleen M. Carley · 2023 · Journal of Computational Social Science
  20. Charting multidimensional ideological polarization across demographic groups in the USA
    Jaume Ojer, David P. Carcamo, Romualdo Pastor‐Satorras, Michele Starnini · 2025 · Nature Human Behaviour
  21. ASSED
    Abhijit Suprem, Calton Pu · 2019 · ACM International Conference on Distributed and Event-Based Systems (DEBS)
  22. Polarization reduction by minimum‐cardinality edge additions: Complexity and integer programming approaches
    Rubén Interian, Jorge Moreno Ramírez, Jorge Moreno Ramírez · 2020 · International Transactions in Operational Research
  23. Enemy at the Gate: Evolution of Twitter User's Polarization During National Crisis
    Ehsan-Ul Haq, Tristan Braud, Young D. Kwon · 2020 · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
  24. Drivers of Polarized Discussions on Twitter during Venezuela Political Crisis
    Sameera Horawalavithana, Kin Wai Ng, Adriana Iamnitchi · 2021 · ACM Web Science Conference (WebSci)
  25. Opinion Dynamic Modeling of News Perception
    Letizia Milli · 2021 · Applied Network Science
  26. Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label Refinement
    Karishma Sharma, Emilio Ferrara, Y. Liu · 2022 · The Web Conference
  27. A Polarization Approach for Understanding Online Conflicts in Times of Pandemic: A Brazilian Case Study
    Carlos Kamienski, Lucas Mazim, Cláudio Luís de Camargo Penteado · 2021 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences
  28. Learning Ideological Embeddings from Information Cascades
    Corrado Monti, Giuseppe Manco, Çiğdem Aslay, Francesco Bonchi · 2021 · ACM International Conference on Information and Knowledge Management (CIKM)
  29. A Multi-factorial Analysis of Polarization on Social Media
    Célina Treuillier, Armelle Brun, Sylvain Castagnos · 2023 · ACM Conference on User Modeling, Adaptation and Personalization (UMAP)
  30. Tracking the history and evolution of entities : entity-centric temporal analysis of large social media archives
    Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis · 2018 · Tampere University Institutional Repository (Tampere University)
  31. Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum
    Marco Di Giovanni, Marco Brambilla · 2021 · International Workshop on Natural Language Processing for Social Media (SocialNLP)
  32. Spread of tweets in climate discussions: A case study of the 2019 Nobel Peace Prize announcement
    Yan Xia, Ted Hsuan Yun Chen, Mikko Kivelä · 2021 · Nordic Journal of Media Studies
  33. Characterizing the Anti-Vaxxers’ Reply Behavior on Social Media
    Kunihiro Miyazaki, Takayuki Uchiba, Kenji Tanaka, Kazutoshi Sasahara · 2021 · IEEE/WIC/ACM International Conference on Web Intelligence
  34. VoxPop: An Experimental Social Media Platform for Calibrated (Mis)information Discourse
    Filipo Sharevski, Peter Jachim, Emma Pieroni, Nate Jachim · 2021 · New Security Paradigms Workshop
  35. Measuring Network Polarization and Political Sectarianism During the 2020 Pandemic
    Carlos Kamienski, Cláudio Luís de Camargo Penteado, Denise Goya, Rafaela Vilela da Rocha, Lucas Mazim, Daniel Vitor Beraldo di Gênova, Diogo Fornaziero Segura Ramos, Fabrício Olivetti de França, Flávio Horita, Carlos da Silva dos Santos · 2022 · IEEE Transactions on Computational Social Systems
  36. Modeling Political Activism around Gun Debate via Social Media
    Yelena Mejova, Jisun An, Gianmarco De Francisci Morales, Haewoon Kwak · 2022 · ACM Transactions on Social Computing
  37. A Tale of Two Sides: Study of Protesters and Counter-protesters on #CitizenshipAmendmentAct Campaign on Twitter
    Kumari Neha, Vibhu Agrawal, Vishwesh Kumar, Tushar Mohan, Abhishek Chopra, Arun Balaji Buduru, Rajesh Sharma, P. Kumaraguru · 2022 · Web Science Conference
  38. Communities, Gateways, and Bridges: Measuring Attention Flow in the Reddit Political Sphere
    Cesare Rollo, Gianmarco De Francisci Morales, Corrado Monti, André Panisson · 2022 · Lecture notes in computer science
  39. Classification of Tweet on Disaster Management Using Random Forest
    T. Kanimozhi, S. Belina V.J. Sara · 2022 · Communications in computer and information science
  40. On Cohesively Polarized Communities in Signed Networks
    Jason Niu, Ahmet Erdem Sarıyüce · 2023 · ACM Web Conference (WWW)
  41. Tracking the history and evolution of entities: entity-centric temporal analysis of large social media archives
    Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis, Eirini Ntoutsi · 2018 · International Journal on Digital Libraries
  42. X-Posts Explained: Analyzing and Predicting Controversial Contributions in Thematically Diverse Reddit Forums
    Anna Guimarães, Gerhard Weikum · 2021 · Proceedings of the International AAAI Conference on Web and Social Media
  43. Linking User Accounts across Social Media Platforms
    Richard Sinnott, Zijian Wang · 2021 · IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT)
  44. Alleviating negative group polarization with the aid of social bots
    Yue Wu, Wenjia Li, Yixiao Li, Qi Chen, Mingyu Liu, Yuehui Li · 2024 · Physica A Statistical Mechanics and its Applications
  45. Clout Chasing for the Sake of Content Monetization: Gaming Algorithmic Architectures with Self-Moderation Strategies
    Thales Bertaglia, Adrien Dubois, Cătălina Goanță · 2021 · Morals & Machines
  46. SciTweets - A Dataset and Annotation Framework for Detecting Scientific Online Discourse
    Salim Hafid, Karl Sebastian Schellhammer, Sandra Bringay, Konstantin Todorov, Stefan Dietze · 2022 · ACM International Conference on Information and Knowledge Management (CIKM)
  47. Vocabulary-Based Method for Quantifying Controversy in Social Media
    Juan Manuel Ortiz de Zárate, Esteban Feuerstein · 2020 · Lecture notes in computer science
  48. Retrospective analysis of controversial topics on COVID-19 in Japan
    Kunihiro Miyazaki, Takayuki Uchiba, Fujio Toriumi · 2021 · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
  49. Geo-spatial Clustering of Sentiments on Social Media
    Ayushi Verma, Deepanshi, Anjali Chauhan · 2018 · International Conference on Parallel, Distributed and Grid Computing (PDGC)
  50. Understanding Filter Bubbles and Polarization in Social Networks
    Uthsav Chitra, Christopher Musco · 2019 · arXiv (Cornell University)
  51. COVID-19 Vaccines: Characterizing Misinformation Campaigns and Vaccine Hesitancy on Twitter
    Karishma Sharma, Yizhou Zhang, Yan Liu · 2021 · arXiv (Cornell University)
  52. Polarization in social media
    Congli Zhang, Xiaolei Wang, Yong Min, Shanqing Yu, Ye Wu, Qi Xuan, Chenbo Fu · 2025 · Physica A Statistical Mechanics and its Applications
  53. Likelihood-Based Methods Improve Parameter Estimation in Opinion Dynamics Models
    Jacopo Lenti, Corrado Monti, Gianmarco De Francisci Morales · 2024 · ACM International Conference on Web Search and Data Mining (WSDM)
  54. In-Group Love, Out-Group Hate: A Framework to Measure Affective Polarization via Contentious Online Discussions
    Buddhika Nettasinghe, Ashwin Rao, Bohan Jiang, Allon G. Percus, Kristina Lerman · 2025 · International World Wide Web Conference (WWW)
  55. Comparative Document Summarisation via Classification
    Umanga Bista, Alexander Mathews, Minjeong Shin, Aditya Krishna Menon, Lexing Xie · 2019 · Proceedings of the AAAI Conference on Artificial Intelligence
  56. Discord in the voter model for complex networks
    Antoine Vendeville, Shi Zhou, Benjamin Guedj · 2024 · Physical review. E
  57. Anger Breeds Controversy: Analyzing Controversy and Emotions on Reddit
    Kai Chen, Zihao He, Rong-Ching Chang, Jonathan May, Kristina Lerman · 2023 · Lecture notes in computer science
  58. Optimal Engagement-Diversity Tradeoffs in Social Media
    Fabian Baumann, Daniel Halpern, Ariel D. Procaccia, Iyad Rahwan, Itai Shapira, Manuel Wüthrich · 2024 · International World Wide Web Conference (WWW)
  59. Do zealots increase or decrease the polarization of social networks?
    Snehal M. Shekatkar · 2019 · Journal of Complex Networks
  60. Your Stance is Exposed! Analysing Possible Factors for Stance Detection on Social Media
    Abeer Aldayel, Walid Magdy · 2019 · Proceedings of the ACM on Human-Computer Interaction
  61. Elite versus mass polarization on the Brazilian impeachment proceedings of 2016
    Roberta Coeli Neves Moreira, Pedro O. S. Vaz de Melo, Gisele Lobo Pappa · 2020 · Social Network Analysis and Mining
  62. Unveiling the drivers of active participation in social media discourse
    Anees Baqir, Yijing Chen, Fernando Diaz-Diaz, Sercan Kiyak, Thomas Louf, Virginia Morini, Valentina Pansanella, Maddalena Torricelli, Alessandro Galeazzi · 2025 · Scientific Reports
  63. Beyond Aggregate Feedback: A Spatially-Aware Computational Framework for Understanding Citizen-State Interaction on Social Media
    Pu Zhang, Zheng Wei, Muzhi Zhou, James A. Evans, Pan Hui · 2026 · ACM Transactions on Social Computing
  64. Minimizing Hitting Time between Disparate Groups with Shortcut Edges
    Florian Adriaens, Honglian Wang, Aristides Gionis · 2023 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  65. Immigration discourse in a polarized era: Insights from social media before and after the 2020 US presidential election
    Anya Hommadova Lu, Yelena Mejova · 2025 · International Journal of Intercultural Relations
  66. Agreeing and disagreeing in collaborative knowledge graph construction: An analysis of Wikidata
    Elisavet Koutsiana, Tushita Yadav, Nitisha Jain · 2025 · Journal of Web Semantics
  67. A novel method detecting controversial interaction in the multiplex social comment network
    Zihan Li, Jian Zhang, Qi Xuan · 2023 · Frontiers in Physics
  68. Polarized Narratives in Digital Spaces: A Social Network Examination of the Gaza Conflict
    Andry Alamsyah, Akmal Wijaya Muharam, Dian Puteri Ramadhani · 2024 · International Conference on Data Science and Its Applications (ICoDSA)
  69. Integrity 2020: Integrity in Social Networks and Media
    Lluís Garcia-Pueyo, Anand Bhaskar, Panayiotis Tsaparas · 2020
  70. Aprendizaje automático para el análisis cross-plataforma de la comunicación política: Gobierno y oposición argentinos en Facebook, Instagram y Twitter
    Federico Albanese, Esteban Feuerstein, Gabriel Kessler · 2023 · Cuadernos info
  71. The Evolution of Polarization in Online Conversation: Twitter Users’ Opinions about the COVID-19 Pandemic Become More Politicized over Time
    Weize Zhao, Lukasz Walasek, Gordon D. A. Brown · 2023 · Human Behavior and Emerging Technologies
  72. A Twitter-based approach of news media impartiality in multipartite political scenes
    Sotirios Gyftopoulos, George Drosatos, Giorgos Stamatelatos, Pavlos S. Efraimidis · 2020 · Social Network Analysis and Mining
  73. Positioning and Categorizing Mass Media Using Reaction Emojis on Facebook
    Ming-Hung Wang · 2020 · The Computer Journal
  74. Value Co-Creation in Firm Sponsored Online Communities of Interest: Enablers, Constraints, and Shaper
    Diah Priharsari · 2019 · UTS ePRESS (University of Technology Sydney)
  75. Climate Polarization on Czech Social Media After Trump’s Announcement to Withdraw the US from the Paris Agreement
    Martin Svozil, Antti Gronow, Petr Ocelík · 2025 · Environmental Communication
  76. Polarization Model of Online Social Networks Based on the Concept of Spontaneous Symmetry Breaking
    Masaki Aida, Ayako Hashizume, Chisa Takano, Masayuki Murata · 2020 · International Teletraffic Congress
  77. The Drift of #MyBodyMyChoice Discourse on Twitter
    Cristina Menghini, Justin Uhr, Shahrzad Haddadan · 2022 · ACM Web Science Conference (WebSci)
  78. The architecture of partisan debates: The online controversy on the no-deal Brexit
    Carlo Romano Marcello Alessandro Santagiustina, Massimo Warglien · 2022 · PLoS ONE
  79. Detecting and Measuring the Polarization Effects of Adversarial Botnets on Twitter
    Yeonjung Lee, Mert Özer, Steven R. Corman, Hasan Davulcu · 2023 · ACM Symposium on Applied Computing
  80. Mitigating Filter Bubbles Under a Competitive Diffusion Model
    Prithu Banerjee, Wei Chen, Laks V. S. Lakshmanan · 2023 · Proceedings of the ACM on Management of Data
  81. Identifying Behavioral Factors Leading to Differential Polarization Effects of Adversarial Botnets
    Yeonjung Lee, Mert Özer, Steven R. Corman, Hasan Davulcu · 2023 · ACM SIGAPP Applied Computing Review
  82. APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection
    Antonio Purificato, Roberto Navigli A · 2023 · International Workshop on Semantic Evaluation (SemEval)
  83. Maximizing the Diversity of Exposure in Online Social Networks by Identifying Users with Increased Susceptibility to Persuasion
    Ahmad Zareie, Rizos Sakellariou · 2023 · ACM Transactions on Knowledge Discovery from Data
  84. Quantifying Variations in Controversial Discussions within Kuwaiti Social Networks
    Yeonjung Lee, Hana Alostad, Hasan Davulcu · 2024 · Big Data and Cognitive Computing
  85. Breaking the spiral of silence: News and social media dynamics on sexual abuse scandal in the Japanese entertainment industry
    Tsukasa Tanihara, Mitsuki Irihara, Taichi Murayama, Mitsuo Yoshida, Fujio Toriumi, Kunihiro Miyazaki · 2024 · PLoS ONE
  86. A Chinese Multimodal Social Video Dataset for Controversy Detection
    Tianjiao Xu, Aoxuan Chen, Yuxi Zhao · 2024 · ACM International Conference on Multimedia (ACM MM)
  87. Transformer-Based Quantification of the Echo Chamber Effect in Online Communities
    Vahid Ghafouri, Faisal Alatawi, Mansooreh Karami, José M. Such, Guillermo Suárez‐Tangil · 2024 · Proceedings of the ACM on Human-Computer Interaction
  88. Progressive view on social justice: Netizen opinions about social justice warrior
    Hartanto Hartanto, Subandi Subandi, Olga S. Pavlova · 2020 · Psikohumaniora Jurnal Penelitian Psikologi
  89. Reducing polarization and increasing diverse navigability in graphs by inserting edges and swapping edge weights
    Shahrzad Haddadan, Cristina Menghini, Matteo Riondato, Eli Upfal · 2022 · Data Mining and Knowledge Discovery
  90. Powerful but short-lived: pop bands as influencers of climate discussions on twitter
    Briti Deb, Ranjini Murali, Harini Nagendra · 2023 · Environmental Research Communications
  91. Terrorism and War: Twitter Cascade Analysis
    Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni, M. Previti · 2018 · Studies in computational intelligence
  92. Unsupervised Explainable Controversy Detection from Online News
    Youngwoo Kim, James Allan · 2019 · Lecture notes in computer science
  93. Analysis of Users Engaged in Online Discussions about Controversial Covid-19 Treatments
    Ермакова Лиана Магдановна, Diana Nurbakova, Irina Ovchinnikova · 2021 · ACM Conference on User Modeling, Adaptation and Personalization (UMAP)
  94. Troll and Divide: The Language of Online Polarization
    Almog Simchon, William J. Brady, Jay Joseph Van Bavel · 2020 · PsyArXiv (OSF Preprints)
  95. Beyond Boundaries: Capturing Social Segregation on Hypernetworks
    Andrea Failla, Giulio Rossetti, Francesco Cauteruccio · 2025 · Lecture notes in computer science
  96. Caracterizando Polarização em Redes Sociais: Um Estudo de Caso das Discussões no Reddit sobre as Eleições Brasileiras de 2018 e 2022
    Gabriela Nataly Makarem Almeida da Cunha, Ana Paula Couto da Silva · 2024 · Brazilian Symposium on Multimedia and the Web
  97. "Here's Your Evidence": False Consensus in Public Twitter Discussions of COVID-19 Science
    Alexandros Efstratiou, Marina Efstratiou, Satrio Baskoro Yudhoatmojo, Jeremy Blackburn, Emiliano De Cristofaro · 2024 · Proceedings of the ACM on Human-Computer Interaction
  98. Unsupervised Framing Analysis for Social Media Discourse in Polarizing Events
    Hernan Sarmiento, Ricardo Córdova, Jorge Ortiz, Felipe Bravo-Márquez, Marcelo Luis Barbosa dos Santos, Sebastián Valenzuela · 2025 · ACM Transactions on the Web
  99. Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study
    Eleana Jerez-Villota, Francisco Jurado, Jaime Moreno–Llorena · 2025 · IEEE Access
  100. Los divergentes en un escenario de polarización. Un estudio exploratorio sobre los no polarizados en escenarios de interacción
    Gabriel Kessler, Brenda Focás, Juan Manuel Ortiz de Zárate, Esteban Feuerstein · 2020 · REVISTA SAAP