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A Topic Modeling and Sentiment Analysis Model for Detection and Visualization of Themes in Literary Texts
16 references·0 citing·34 second hop
A Topic Modeling and Sentiment Analysis Model for Detection and Visualization of Themes in Literary Texts (2022)A Topic Modeling and Sentiment Analysis M…Text Analytics Model to Identify the Connection Between Theme and Sentiment in Literary Works (2022)Text Analytics Model to Ident…Opinion Mining on Viet Thanh Nguyen’s The Sympathizer Using Topic Modelling and Sentiment Analysis (2022)Opinion Mining on Viet Thanh …Text Mining Life Cycle for a Spatial Reading of Viet Thanh Nguyen's The Refugees (2017) (2021)Text Mining Life Cycle for a …Gender, space and counter-conduct: Iranian women’s heterotopic imaginations in Ramita Navai’s City of Lies: Love, Sex, Death, and the Search for Truth in Tehran (2021)Gender, space and counter-con…Mitigating Gender Bias in Machine Learning Data Sets (2020)Mitigating Gender Bias in Mac…Micro-Physics of Discipline: Spaces of the Self in Middle Eastern Women Life Writings (2020)Micro-Physics of Discipline: …Women in Place (2019)Women in PlacePractices of Counter-Conduct as a Mode of Resistance in Middle East Women’s Life Writings (2018)Practices of Counter-Conduct …Methodological challenges in qualitative content analysis: A discussion paper (2017)Methodological challenges in …Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings (2017)Exploring the Role of Gender …A method for content analysis applied to newspaper coverage of Japanese personalities in Brazil and Portugal (2017)A method for content analysis…Women Write Iran (2016)Women Write IranTopic Modeling and Visualization for Big Data in Social Sciences (2016)Topic Modeling and Visualizat…The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature (2016)The Sense and Sensibility of …Novel2Vec: Characterising 19th Century Fiction via Word Embeddings (2016)Novel2Vec: Characterising 19t…Sexual Politics in Modern Iran (2009)Sexual Politics in Modern IranExtracting Social Networks from Literary Fiction (2010)Network Theory, Plot Analysis (2011)Significant themes in 19th-century literature (2013)Measuring centrality in film narratives using dynamic character interaction networks (2020)Extraction and Analysis of Fictional Character Networks (2022)Towards a ‘synergy’ of text mining and critical discourse analysis: a corpus-assisted discourse study of imagining China in Hong Kong political discourse (2024)Applied text analytics for blogs (2007)topicmodels : An R Package for Fitting Topic Models (2011)topicmodels: An R Package for Fitting Topic Models (2011)Social Media Big Data Acquisition and Analysis for Qualitative GIScience: Challenges and Opportunities (2020)Tracing the boundaries between sustainable cities and cities for sustainable development. An LDA analysis of management studies (2021)The ethics of national artificial intelligence plans: an empirical lens (2025)Content Analysis: An Introduction to its Methodology. (1984)Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness (2003)The qualitative content analysis process (2008)Theme in Qualitative Content Analysis and Thematic Analysis (2019)Abstraction and interpretation during the qualitative content analysis process (2020)Demystifying Content Analysis (2020)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Breaking one barrier at a time: how women developers cope in a men-dominated industry (2021)Machine learning in Governments: Benefits, Challenges and Future Directions (2021)Objectivity by design: The impact of AI-driven approach on employees' soft skills evaluation (2024)Text Mining Infrastructure in R (2008)Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications (2012)Spatializing Practices at the Intersections (2017)The Routledge Handbook of Literature and Space (2017)Yoga-Veganism: Correlation Mining of Twitter Health Data (2019)The Critical Success Factors of Metaverse Adoption in Education (2023)Instagram as a tool of ‘social navigation’: women’s soccer in the Islamic Republic of Iran - between censorship and (r)evolution (2023)Gender in the Middle East: Islam, State, Agency (2011)Middle East Masculinity Studies (2011)The Influence of Declining Homophobia on Men’s Gender in the United States: An Argument for the Study of Homohysteria (2014)
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References

  • 2017Methodological challenges in qualitative content analysis: A discussion paper4,249 cited
  • 2009Sexual Politics in Modern Iran355 cited
  • 2020Mitigating Gender Bias in Machine Learning Data Sets55 cited
  • 2016Topic Modeling and Visualization for Big Data in Social Sciences31 cited
  • 2016Women Write Iran23 cited
  • 2016The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature21 cited
  • 2022Opinion Mining on Viet Thanh Nguyen’s The Sympathizer Using Topic Modelling and Sentiment Analysis16 cited
  • 2019Women in Place16 cited
  • 2022Text Analytics Model to Identify the Connection Between Theme and Sentiment in Literary Works15 cited
  • 2021Text Mining Life Cycle for a Spatial Reading of Viet Thanh Nguyen's The Refugees (2017)14 cited
  • 2016Novel2Vec: Characterising 19th Century Fiction via Word Embeddings14 cited
  • 2021Gender, space and counter-conduct: Iranian women’s heterotopic imaginations in Ramita Navai’s City of Lies: Love, Sex, Death, and the Search for Truth in Tehran13 cited
  • 2017Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings13 cited
  • 2018Practices of Counter-Conduct as a Mode of Resistance in Middle East Women’s Life Writings13 cited

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  • 2020Micro-Physics of Discipline: Spaces of the Self in Middle Eastern Women Life Writings9 cited
  • 2017A method for content analysis applied to newspaper coverage of Japanese personalities in Brazil and Portugal2 cited
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