SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
10 references·4 citing·46 second hop
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM (2024)Concept Induction: Analyzing Unstructured…Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding (2023)Supporting Qualitative Analys…PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis (2023)PaTAT: Human-AI Collaborative…Can Large Language Models Transform Computational Social Science? (2023)Can Large Language Models Tra…Supporting Serendipity: Opportunities and Challenges for Human-AI Collaboration in Qualitative Analysis (2021)Supporting Serendipity: Oppor…Cody: An AI-Based System to Semi-Automate Coding for Qualitative Research (2021)Cody: An AI-Based System to S…Using Machine Learning to Support Qualitative Coding in Social Science (2018)Using Machine Learning to Sup…Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence? (2017)Comparing grounded theory and…Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Exploiting affinities between…Characterizing Microblogs with Topic Models (2010)Characterizing Microblogs wit…Constructing grounded theory. A practical guide through qualitative analysis (2006)Constructing grounded theory.…Observations on Inclusive Development of Rural E-Commerce in China: Traffic Resource Allocation Based on the DEMATEL-ISM Model (2026)Observations on Inclusive Dev…Simulacrum of Stories: Examining Large Language Models as Qualitative Research Participants (2025)Simulacrum of Stories: Examin…PolicyPulse: LLM-Synthesis Tool for Policy Researchers (2025)PolicyPulse: LLM-Synthesis To…"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models (2025)"My Very Subjective Human Int…Content Analysis for the Social Sciences and Humanities. (1970)Content Analysis: An Introduction to its Methodology. (1984)Computational Grounded Theory: A Methodological Framework (2017)Course in General Linguistics (2017)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Basics of Qualitative Research (1992)Constructing grounded theory : a practical guide through qualitative analysis (2006)Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? (2018)Topic Modeling and Text Analysis for Qualitative Policy Research (2019)Government digital initiatives and firm digital innovation: Evidence from China (2022)A Coefficient of Agreement for Nominal Scales (1960)Qualitative Data Analysis (2008)What is Human-Centered about Human-Centered AI? A Map of the Research Landscape (2023)Harnessing the power of AI in qualitative research: Exploring, using and redesigning ChatGPT (2025)The Coding Manual for Qualitative Researchers (2025)Qualitative research & evaluation methods (2002)Qualitative research practice: a guide for social science students and researchers (2003)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis (2023)ChatGPT in thematic analysis: Can AI become a research assistant in qualitative research? (2025)Using thematic analysis in psychology (2006)Qualitative Inquiry and Research Design: Choosing Among Five Approaches (2015)CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models (2024)Three Approaches to Qualitative Content Analysis (2005)Interrater reliability: the kappa statistic (2012)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Performing an Inductive Thematic Analysis of Semi-Structured Interviews With a Large Language Model: An Exploration and Provocation on the Limits of the Approach (2023)An Examination of the Use of Large Language Models to Aid Analysis of Textual Data (2024)Qualitative Analysis for Social Scientists. (1988)Transforming Qualitative Information: Thematic Analysis and Code Development (1998)MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling (2024)Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks (2025)The Structure of Scientific Revolutions (1963)Framing: Toward Clarification of a Fractured Paradigm (1993)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Can Generative AI improve social science? (2024)Durably reducing conspiracy beliefs through dialogues with AI (2024)GenAI against humanity: nefarious applications of generative artificial intelligence and large language models (2024)Tweeting is believing? (2012)Introduction—Topic models: What they are and why they matter (2013)Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2021)What's in a name? Qualitative description revisited (2009)Using the framework method for the analysis of qualitative data in multi-disciplinary health research (2013)One size fits all? What counts as quality practice in (reflexive) thematic analysis? (2020)
this work references cited by second hop

References

  • 2006Constructing grounded theory. A practical guide through qualitative analysis6,862 cited
  • 2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,149 cited
  • 2010Characterizing Microblogs with Topic Models712 cited
  • 2023Can Large Language Models Transform Computational Social Science?582 cited
  • 2023Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding242 cited
  • 2017Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?232 cited
  • 2018Using Machine Learning to Support Qualitative Coding in Social Science152 cited
  • 2021Supporting Serendipity: Opportunities and Challenges for Human-AI Collaboration in Qualitative Analysis139 cited
  • 2023PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis72 cited
  • 2021Cody: An AI-Based System to Semi-Automate Coding for Qualitative Research71 cited

Cited by

  • 2025Simulacrum of Stories: Examining Large Language Models as Qualitative Research Participants26 cited
  • 2025"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models8 cited
  • 2025PolicyPulse: LLM-Synthesis Tool for Policy Researchers3 cited

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

  • 2026Observations on Inclusive Development of Rural E-Commerce in China: Traffic Resource Allocation Based on the DEMATEL-ISM Model0 cited