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Content Analysis of E-Participation Platforms in Taiwan with Topic Modeling: How to Train and Evaluate Neural Topic Models?
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Content Analysis of E-Participation Platforms in Taiwan with Topic Modeling: How to Train and Evaluate Neural Topic Models? (2025)Content Analysis of E-Participation Platf…Text-Mining of E-Participation Platforms: Applying Topic Modeling on Join and iVoting in Taiwan (2024)Text-Mining of E-Participatio…Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis (2024)Improving the TENOR of Labeli…Improving Neural Political Statement Classification with Class Hierarchical Information (2022)Improving Neural Political St…Analysis of Political Debates through Newspaper Reports: Methods and Outcomes (2020)Analysis of Political Debates…Topic Modelling of News Articles for Two Consecutive Elections in South Africa (2019)Topic Modelling of News Artic…Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? (2018)Content analysis of e-petitio…Examining political mobilization of online communities through e-petitioning behavior in We the People (2015)Examining political mobilizat…The Interplay Between Digital and Political Divides (2013)The Interplay Between Digital…A Ladder Of Citizen Participation (1969)A Ladder Of Citizen Participa…The structural topic model and applied social scienceThe structural topic model an…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Structural Topic Models for Open‐Ended Survey Responses (2014)The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods (2018)Using structural topic modeling to identify latent topics and trends in aviation incident reports (2018)The Nature of the Firm (1937)The Semisovereign People: A Realist's View of Democracy in America (1960)Strong Democracy: Participatory Politics for a New Age (1985)Agendas, alternatives, and public policies (1984)Agendas, Alternatives, and Public Policies (1985)Agendas and instability in American politics (1993)Familiarity breeds content: assessing bird species popularity with culturomics (2016)Prediction, pre-emption and limits to dissent: Social media and big data uses for policing protests in the United Kingdom (2017)The Pipeline of Online Participation Inequalities: The Case of Wikipedia Editing (2018)A Coefficient of Agreement for Nominal Scales (1960)Content Analysis: An Introduction to its Methodology. (1984)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (1994)User generated content for exploring factors affecting intention to use travel and food delivery services (2020)Exploring the challenges of remote work on Twitter users' sentiments: From digital technology development to a post-pandemic era (2022)Algorithmic management in the gig economy: A systematic review and research integration (2024)Analyzing the Political Landscape of 2012 Korean Presidential Election in Twitter (2014)News Coverage of the 2016 General Election: How the Press Failed the Voters (2016)PERUBAHAN TOPIK MEDIA TENTANG PROGRAM BERENCANA PASCAREBRANDING BKKBN: PENDEKATAN PEMODELAN TOPIK DIGITAL (2021)Political Claims Analysis: Integrating Protest Event and Political Discourse Approaches (1999)The Advocacy Coalition Framework (2019)Theories of the Policy Process (2019)The argumentative turn in policy analysis and planning (1994)Meaning in Action: Interpretation and Dialogue in Policy Analysis (2014)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Between welcome culture and border fence (2023)Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers (2023)Automatic Analysis of Political Debates and Manifestos: Successes and Challenges (2024)Citizen Participation in Decision Making: Is It Worth the Effort? (2004)Varieties of Participation in Complex Governance (2006)Beyond Engagement and Participation: User and Community Coproduction of Public Services (2007)AI-Driven Analysis: Optimizing Tertiary Education Policy through Machine Learning Insights (2024)
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References

  • 1969A Ladder Of Citizen Participation17,032 cited
  • n.d.The structural topic model and applied social science231 cited
  • 2018Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models?225 cited
  • 2015Examining political mobilization of online communities through e-petitioning behavior in We the People101 cited
  • 2013The Interplay Between Digital and Political Divides25 cited
  • 2019Topic Modelling of News Articles for Two Consecutive Elections in South Africa9 cited
  • 2024Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis8 cited
  • 2022Improving Neural Political Statement Classification with Class Hierarchical Information6 cited
  • 2020Analysis of Political Debates through Newspaper Reports: Methods and Outcomes5 cited
  • 2024Text-Mining of E-Participation Platforms: Applying Topic Modeling on Join and iVoting in Taiwan1 cited

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