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Large-scale text analysis using generative language models: A case study in discovering public value expressions in AI patents
11 references·5 citing·49 second hop
Large-scale text analysis using generative language models: A case study in discovering public value expressions in AI patents (2024)Large-scale text analysis using generativ…The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)The application of text minin…Garbage in, garbage out? (2020)Garbage in, garbage out?HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…Content Analysis: An Introduction to Its Methodology (2019)Content Analysis: An Introduc…Public Values Theory: What Is Missing? (2018)Public Values Theory: What Is…Crowd-sourced Text Analysis: Reproducible and Agile Production of Political Data (2016)Crowd-sourced Text Analysis: …What is an emerging technology? (2015)What is an emerging technolog…As Good as It Gets? On the Meaning of Public Value in the Study of Policy and Management (2014)As Good as It Gets? On the Me…Public Value Mapping and Science Policy Evaluation (2011)Public Value Mapping and Scie…Tech Mining (2004)Tech MiningPublic‐Value Failure: When Efficient Markets May Not Do (2002)Public‐Value Failure: When Ef…Are AI and environmental technology innovations converging? (2026)Are AI and environmental tech…Introducing a novel AI-based text mining method illustrated through an analysis of German innovation proposals (2025)Introducing a novel AI-based …Generative AI approach for inventive process visualisation – enhancing human-AI hybrid understanding and comparing of patents (2025)Generative AI approach for in…Can LLMs Be Analytical Tools? : A Content Analysis Study Using GPT Focusing on Reliability and Validity (2025)Can LLMs Be Analytical Tools?…A supervised machine learning approach for assessing grant peer review reports (2025)A supervised machine learning…Technical Change and the Aggregate Production Function (1957)The Production and Distribution of Knowledge in the United States (1964)Value in ethics and economics (1994)Measuring the societal impact of research (2012)A Vision of Responsible Research and Innovation (2013)Evaluating impact from research: A methodological framework (2021)The Pure Theory of Public Expenditure (1954)Between Facts and Norms (1996)Bowling alone: the collapse and revival of American community (2000)The Limits to Public Value, or Rescuing Responsible Government from the Platonic Guardians (2007)APPRAISING PUBLIC VALUE: PAST, PRESENT AND FUTURES (2011)The Structure of Scientific Revolutions (1963)Economic Action and Social Structure: The Problem of Embeddedness (1985)Creating public value: strategic management in government (1996)Public values: citizens’ perspective (2018)Assessing public value failure in government adoption of artificial intelligence (2021)Public and private value creation using artificial intelligence: An empirical study of AI voice robot users in Chinese public sector (2021)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms (1990)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)The Ethical Implications of Using Artificial Intelligence in Auditing (2020)Artificial intelligence and industrial innovation: Evidence from German firm-level data (2022)Artificial intelligence in innovation management: A review of innovation capabilities and a taxonomy of AI applications (2023)The Discovery of Grounded Theory: Strategies for Qualitative Research. 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(1984)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)The Generalizability of Survey Experiments (2015)Large-Scale Computerized Text Analysis in Political Science: Opportunities and Challenges (2017)Word Embeddings: What Works, What Doesn’t, and How to Tell the Difference for Applied Research (2021)LEGAL-BERT: The Muppets straight out of Law School (2020)On the Opportunities and Risks of Foundation Models (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness (2003)Three Approaches to Qualitative Content Analysis (2005)How to plan and perform a qualitative study using content analysis (2016)Application of S-shaped curves (2011)Patent Value Analysis Using Deep Learning Models—The Case of IoT Technology Mining for the Manufacturing Industry (2019)Science Mapping Analysis Software Tools: A Review (2019)
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References

  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 2019Content Analysis: An Introduction to Its Methodology15,420 cited
  • 2015What is an emerging technology?987 cited
  • 2002Public‐Value Failure: When Efficient Markets May Not Do547 cited
  • 2011Public Value Mapping and Science Policy Evaluation308 cited
  • 2016Crowd-sourced Text Analysis: Reproducible and Agile Production of Political Data296 cited
  • 2020The application of text mining methods in innovation research: current state, evolution patterns, and development priorities288 cited
  • 2004Tech Mining188 cited
  • 2020Garbage in, garbage out?167 cited
  • 2018Public Values Theory: What Is Missing?156 cited
  • 2014As Good as It Gets? On the Meaning of Public Value in the Study of Policy and Management128 cited

Cited by

  • 2025Generative AI approach for inventive process visualisation – enhancing human-AI hybrid understanding and comparing of patents7 cited
  • 2026Are AI and environmental technology innovations converging?7 cited
  • 2025A supervised machine learning approach for assessing grant peer review reports6 cited
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Can LLMs Be Analytical Tools? : A Content Analysis Study Using GPT Focusing on Reliability and Validity
2 cited
  • 2025Introducing a novel AI-based text mining method illustrated through an analysis of German innovation proposals2 cited