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Analyzing Bias in Recommender Systems: A Comprehensive Evaluation of YouTube's Recommendation Algorithm
6 references·1 citing·34 second hop
Analyzing Bias in Recommender Systems: A Comprehensive Evaluation of YouTube's Recommendation Algorithm (2023)Analyzing Bias in Recommender Systems: A …A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Utilizing radar graphs in the visualization of simulation and estimation results in network meta‐analysis (2020)Utilizing radar graphs in the…Understanding Echo Chambers and Filter Bubbles: The Impact of Social Media on Diversification and Partisan Shifts in News Consumption (2020)Understanding Echo Chambers a…Political communication on social media: A tale of hyperactive users and bias in recommender systems (2019)Political communication on so…‘What is this corpus about?’: using topic modelling to explore a specialised corpus (2017)‘What is this corpus about?’:…Territorial Disputes in the South China Sea (2014)Territorial Disputes in the S…Unveiling Bias in YouTube Shorts: Analyzing Thumbnail Recommendations and Topic Dynamics (2024)Unveiling Bias in YouTube Sho…Variation across Speech and Writing (1988)Corpus, Concordance, Collocation (1992)Corpus, Concordance, Collocation (1994)The utility of topic modelling for discourse studies: A critical evaluation (2018)In search of meaning: Lessons, resources and next steps for computational analysis of financial discourse (2019)Topic Modeling and Text Analysis for Qualitative Policy Research (2019)The Statistical Theory of Racism and Sexism. (1972)Fairness through awareness (2012)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)The Agenda-Setting Function of Mass Media (1972)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Characterizing twitter user topics and communication network dynamics of the “Liberate” movement during COVID-19 using unsupervised machine learning and social network analysis (2020)Dancing to the Partisan Beat: A First Analysis of Political Communication on TikTok (2020)Bot, or not? Comparing three methods for detecting social bots in five political discourses (2021)Cochrane Handbook for Systematic Reviews of Interventions (2008)Introduction to Meta‐Analysis (2009)Cochrane Handbook for Systematic Reviews of Interventions (2019)Using journey maps as a holistic, reflective approach to capture student engineering identity experiences (2023)Structural Holes (1992)Confirmation Bias: A Ubiquitous Phenomenon in Many Guises (1998)Social Media and Fake News in the 2016 Election (2017)A systematic review of worldwide causal and correlational evidence on digital media and democracy (2022)Artificial Intelligence and Democracy: A Conceptual Framework (2023)Generative AI and its Transformative Value for Digital Platforms (2025)China’s Strategy in the South China Sea (2011)Assessing Bias in YouTube’s Video Recommendation Algorithm in a Cross-lingual and Cross-topical Context (2021)PRC Assertiveness in the South China Sea: Measuring Continuity and Change, 1970–2015 (2021)Regionalisme dan Kompleksitas Laut China Selatan (2017)A decade of RMB internationalisation (2021)Building empires litorally in the South China Sea: artificial islands and contesting definitions of imperialism (2021)
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References

  • 2021A Survey on Bias and Fairness in Machine Learning6,499 cited
  • 2020Understanding Echo Chambers and Filter Bubbles: The Impact of Social Media on Diversification and Partisan Shifts in News Consumption430 cited
  • 2017‘What is this corpus about?’: using topic modelling to explore a specialised corpus204 cited
  • 2019Political communication on social media: A tale of hyperactive users and bias in recommender systems130 cited
  • 2014Territorial Disputes in the South China Sea95 cited
  • 2020Utilizing radar graphs in the visualization of simulation and estimation results in network meta‐analysis26 cited

Cited by

  • 2024Unveiling Bias in YouTube Shorts: Analyzing Thumbnail Recommendations and Topic Dynamics10 cited

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