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Topic Modeling in Russia: Current Approaches and Issues in Methodology
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Topic Modeling in Russia: Current Approaches and Issues in Methodology (2020)Topic Modeling in Russia: Current Approac…Beyond Left and Right: Real-World Political Polarization in Twitter Discussions on Inter-Ethnic Conflicts (2019)Beyond Left and Right: Real-W…A Full-Cycle Methodology for News Topic Modeling and User Feedback Research (2018)A Full-Cycle Methodology for …Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts (2017)Additive Regularization for T…Stable topic modeling for web science (2016)Stable topic modeling for web…Mining Ethnic Content Online with Additively Regularized Topic Models (2016)Mining Ethnic Content Online …Topic modelling for qualitative studies (2015)Topic modelling for qualitati…Latent dirichlet allocation (2014)Latent dirichlet allocationMapping the public agenda with topic modeling: The case of the Russian livejournal (2013)Mapping the public agenda wit…Interval Semi-supervised LDA: Classifying Needles in a Haystack (2013)Interval Semi-supervised LDA:…Ethnic Groups and Boundaries: The Social Organization of Culture Difference (1970)Ethnic Groups and Boundaries: The Social Organization of Culture Difference (1972)Internal Colonialism: The Celtic Fringe in British National Development, 1536–1966 (1976)The People's Choice (1945)The Agenda-Setting Function of Mass Media (1972)How Censorship in China Allows Government Criticism but Silences Collective Expression (2013)Topic Modeling for Media and Communication Research: A Short Primer (2016)Horizon scanning in policy research database with a probabilistic topic model (2018)Public Opinion on Dockless Bike Sharing: A Machine Learning Approach (2019)What Creates Interactivity in Online News Discussions? An Exploratory Analysis of Discussion Factors in User Comments on News Items (2014)Navigating the Local Modes of Big Data: The Case of Topic Models (2016)«Чужие выборы»: новости соседнего государства о выборах президента РФ в 2018 г. (2021)An Integrative Theory of Intergroup Conflict (2000)The Politicization of Climate Change and Polarization in the American Public's Views of Global Warming, 2001–2010 (2011)Exposure to ideologically diverse news and opinion on Facebook (2015)Constructive Aggression? Multiple Roles of Aggressive Content in Political Discourse on Russian YouTube (2021)Social Media, Messaging Apps, and Affective Polarization in the United States and Japan (2021)Divided We Rule: Influencer Polarization on Twitter during Political Crises in India (2022)Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings (2018)What is wrong with topic modeling? And how to fix it using search-based software engineering (2018)A benchmark study of machine learning models for online fake news detection (2021)Mapping the anti-vaccination movement on Facebook (2017)The potential of emergent disruptive technologies for humanitarian supply chains: the integration of blockchain, Artificial Intelligence and 3D printing (2020)Developing an approach for lifestyle identification based on explicit and implicit features from social media (2018)Topic Modelling of the Russian Corpus of Pikabu Posts: Author-Topic Distribution and Topic Labelling. (2020)What is inside Russian rap? Topic modeling of the texts of the Russian-speaking hip-hop stage (2020)
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References

  • 2015Topic modelling for qualitative studies333 cited
  • 2014Latent dirichlet allocation280 cited
  • 2013Mapping the public agenda with topic modeling: The case of the Russian livejournal73 cited
  • 2019Beyond Left and Right: Real-World Political Polarization in Twitter Discussions on Inter-Ethnic Conflicts63 cited
  • 2013Interval Semi-supervised LDA: Classifying Needles in a Haystack25 cited
  • 2016Mining Ethnic Content Online with Additively Regularized Topic Models16 cited
  • 2018A Full-Cycle Methodology for News Topic Modeling and User Feedback Research15 cited
  • 2017Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts14 cited
  • 2016Stable topic modeling for web science10 cited

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