SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Introduction—Topic models: What they are and why they matter
10 references·16 citing·42 second hop
Introduction—Topic models: What they are and why they matter (2013)Introduction—Topic models: What they are …Macroanalysis: digital methods and literary history (2014)Macroanalysis: digital method…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Characterizing Microblogs with Topic Models (2010)Characterizing Microblogs wit…A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases (2009)A Bayesian Hierarchical Topic…Becoming a Nazi: A model for narrative networks (2000)Becoming a Nazi: A model for …Measuring Meaning Structures (1998)Measuring Meaning StructuresCourse in General Linguistics (1960)Course in General LinguisticsCourse in General Linguistics (1960)Course in General LinguisticsMorphology of the folktale (1958)Morphology of the folktaleThe Measurement of Meaning (1957)The Measurement of MeaningMapping the scattered field of research on higher education. A correlated topic model of 17,000 articles, 1991–2018 (2020)Mapping the scattered field o…Topic models meet discourse analysis: a quantitative tool for a qualitative approach (2019)Topic models meet discourse a…Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Topic Modeling in Management …Topic Modeling and Text Analysis for Qualitative Policy Research (2019)Topic Modeling and Text Analy…The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)The Geometry of Culture: Anal…Machine Learning for Sociology (2019)Machine Learning for SociologyDuality in Diversity: How Intrapersonal and Interpersonal Cultural Heterogeneity Relate to Firm Performance (2019)Duality in Diversity: How Int…Promises and Pitfalls of Using Digital Traces for Demographic Research (2018)Promises and Pitfalls of Usin…Populist knowledge: ‘Post-truth’ repertoires of contesting epistemic authorities (2018)Populist knowledge: ‘Post-tru…Seeing Like the Fed: Culture, Cognition, and Framing in the Failure to Anticipate the Financial Crisis of 2008 (2017)Seeing Like the Fed: Culture,…Pierre Bourdieu: theorizing the digital (2017)Pierre Bourdieu: theorizing t…Computational Grounded Theory: A Methodological Framework (2017)Computational Grounded Theory…Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence? (2017)Comparing grounded theory and…Machine Translation: Mining Text for Social Theory (2016)Machine Translation: Mining T…The Heart of Institutions: Emotional Competence and Institutional Actorhood (2015)The Heart of Institutions: Em…Marks of Distinction (2015)Marks of DistinctionContent Analysis: An Introduction to its Methodology. (1984)Structural Topic Models for Open‐Ended Survey Responses (2014)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)Outline of a Theory of Practice (1977)The Constitution of Society. Outline of the Theory of Structuration (1984)Social Movements and Networks (2003)How to Conduct a Mixed Methods Study: Recent Trends in a Rapidly Growing Literature (2011)Methodological Pluralism and the Possibilities and Limits of Interviewing (2014)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Constructing grounded theory (2014)Computational Social Science and Sociology (2020)Machine Learning for Social Science: An Agnostic Approach (2021)Speech Acts (1969)Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color (1991)Measuring individual differences in implicit cognition: The implicit association test. (1998)Quantifying social organization and political polarization in online platforms (2020)Cultural Schemas: What They Are, How to Find Them, and What to Do Once You’ve Caught One (2021)The Voice of Monetary Policy (2023)Common risk factors in the returns on stocks and bonds (1993)Basics of qualitative research : techniques and procedures for developing grounded theory (1998)Capturing Causal Complexity: Heuristics for Configurational Theorizing (2020)Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education (2020)Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations (2020)Attitudinal effects of mere exposure. (1968)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. (2002)Voices of Modernity (2003)The Function of Fiction is the Abstraction and Simulation of Social Experience (2008)Methodology of the Oppressed (2010)Tweeting is believing? (2012)Using social media data to understand and assess disasters (2014)Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2021)The temporality of the landscape (1993)Thematic networks: an analytic tool for qualitative research (2001)Foundations of Language (2002)The ontogenesis of speech acts (1975)Natural language and natural selection (1990)Discourse Analysis as Theory and Method (2002)
this work references cited by second hop

References

  • 1957The Measurement of Meaning9,430 cited
  • 1960Course in General Linguistics3,557 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 1960Course in General Linguistics3,023 cited
  • 1958Morphology of the folktale1,728 cited
  • 2010Characterizing Microblogs with Topic Models712 cited
  • 1998Measuring Meaning Structures615 cited
  • 2009A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases552 cited
  • 2014Macroanalysis: digital methods and literary history503 cited
  • 2000Becoming a Nazi: A model for narrative networks247 cited

Cited by

  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 2019The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings675 cited
  • 2019Topic Modeling in Management Research: Rendering New Theory from Textual Data624 cited
  • 2016Machine Translation: Mining Text for Social Theory335 cited
  • 2017Pierre Bourdieu: theorizing the digital331 cited
  • 2019

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Machine Learning for Sociology
294 cited
  • 2018Populist knowledge: ‘Post-truth’ repertoires of contesting epistemic authorities258 cited
  • 2017Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?232 cited
  • 2017Seeing Like the Fed: Culture, Cognition, and Framing in the Failure to Anticipate the Financial Crisis of 2008227 cited
  • 2019Topic Modeling and Text Analysis for Qualitative Policy Research214 cited
  • 2019Duality in Diversity: How Intrapersonal and Interpersonal Cultural Heterogeneity Relate to Firm Performance202 cited
  • 2015The Heart of Institutions: Emotional Competence and Institutional Actorhood195 cited
  • 2019Topic models meet discourse analysis: a quantitative tool for a qualitative approach187 cited
  • 2020Mapping the scattered field of research on higher education. A correlated topic model of 17,000 articles, 1991–2018170 cited
  • 2018Promises and Pitfalls of Using Digital Traces for Demographic Research137 cited
  • 2015Marks of Distinction137 cited