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Papers in Computational and Text Analysis Methods 49

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The application of text mining methods in innovation research: current state, evolution patterns, and development priorities
2020 R and D Management article Social Sciences Computational and Text Analysis Methods Open access cited by 1 patent

David Antons, Eduard Grünwald, Patrick Cichy, Torsten Oliver Salge

291

citations
The Search for Solid Ground in Text as Data: A Systematic Review of Validation Practices and Practical Recommendations for Validation
2023 Communication Methods and Measures review Social Sciences Computational and Text Analysis Methods Open access

Lukas Birkenmaier, Clemens M. Lechner, Claudia Wagner

29

citations
Quantitative text analysis
2024 Nature Reviews Methods Primers review Social Sciences Computational and Text Analysis Methods Open access

Kristoffer Laigaard Nielbo, Folgert Karsdorp, Melvin Wevers, Alie Lassche, Rebekah Baglini, Mike Kestemont, +1 more

28

citations
Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem
2021 Social Science Computer Review article Social Sciences Computational and Text Analysis Methods Open access

Dennis Assenmacher, Derek Weber, Mike Preuß, André Sergej Calero Valdez, Björn Roß, Stefano Cresci, +3 more

26

citations
textnets: A Python package for text analysis with networks
2020 The Journal of Open Source Software software-paper Social Sciences Computational and Text Analysis Methods Open access

John D. Boy

16

citations
Tracing Policy-relevant Information in Social Media: The Case of Twitter before and during the COVID-19 Crisis
2021 Statistics Politics and Policy article Social Sciences Computational and Text Analysis Methods Open access

Simon Vydra, Jarosław Kantorowicz

13

citations
Deductively coding psychosocial autopsy interview data using a few-shot learning large language model
2025 Frontiers in Public Health article Social Sciences Computational and Text Analysis Methods Open access

Elias Balt, Salim Salmi, Sandjai Bhulai, Stefan Vrinzen, Merijn Eikelenboom, Renske Gilissen, +3 more

12

citations
Concept for the identification of product innovation potentials by the application of text mining
2022 Procedia CIRP article Social Sciences Computational and Text Analysis Methods Open access

Michael Riesener, Maximilian Kühn, Hendrik Lauf, Sathish Manoharan, Günther Schuh

8

citations
Tracing Political Positioning of Dutch Newspapers
2022 Lecture notes in computer science conference-paper Social Sciences Computational and Text Analysis Methods

Christopher Congleton, Peter van der Putten, Suzan Verberne

6

citations
The Intersections between Sociology and STS: A Big Data Approach
2023 Sociological Perspectives article Social Sciences Computational and Text Analysis Methods Open access

Maria Amuchastegui, Kean Birch, Wolfgang Kaltenbrunner

4

citations
Analyzing Patient Feedback Data with Topic Modeling
2022 Communications in computer and information science conference-paper Social Sciences Computational and Text Analysis Methods Open access

Jasper Arendsen, Emil Rijcken, Kalliopi Zervanou, Kim Rietjens, Femke A. Vlems, Uzay Kaymak

3

citations
Computational social science with confidence
2024 EPJ Data Science article Social Sciences Computational and Text Analysis Methods Open access

Carolina E. S. Mattsson

3

citations
Silence is Silver, Speech is Gold: The Benefits of Machine Learning and Text Analysis in the Financial Sector
2023 Springer eBooks book-chapter Social Sciences Computational and Text Analysis Methods

Wolfgang Breuer, Anthony Haake, Manuel Hass, Eric Sachsenhausen

2

citations
LLM-enhanced computational grounded theory and the triadic dynamics of human-AI-society interaction
2026 Theory and Society article Social Sciences Computational and Text Analysis Methods Open access

Kun He, Qianru Meng, Xiangyuan Feng, Xiao Zhang, Malvina Nissim

2

citations
ParlEE plenary speeches V2 data set: Annotated full-text of 15.1 million sentence-level plenary speeches of six EU legislative chambers
2023 Research Portal (Queen's University Belfast) dataset Social Sciences Computational and Text Analysis Methods Open access

Christine Sylvester, Anastasia Ershova, Aleksandra Khokhlova, Nikoleta Yordanova, Zachary Greene

2

citations
From metrics to meaning: large language models and the computational turn in embodied educational research
2026 Frontiers in Language Sciences article Social Sciences Computational and Text Analysis Methods Open access

Daniel Autenrieth, Nina Autenrieth, Danyal Farsani

1

citations
Information Extraction and Machine Learning for Archaeological Texts
2023 Quantitative archaeology and archaeological modelling book-chapter Social Sciences Computational and Text Analysis Methods Open access

Alex Brandsen

1

citations
Machine Learning and Political Events: Application of a Semi-supervised Approach to Produce a Dataset on Presidential Cabinets
2025 Social Science Computer Review article Social Sciences Computational and Text Analysis Methods Open access

Bastián González‐Bustamante

1

citations
Text mining approaches applied to patents: A scoping review protocol v1
2022 preprint Social Sciences Computational and Text Analysis Methods Open access

Homa Arshadi

1

citations
Scaling Open-ended Survey Responses Using LLM-Paired Comparisons
2025 preprint Social Sciences Computational and Text Analysis Methods Open access

Matthew R DiGiuseppe, Michael E. Flynn

1

citations
The EFA Annual Meeting 2020 in Helsinki, Finland: Conference Digitalization and Textual Analyses of EFA Papers 2009 and 2010
2021 Credit and Capital Markets – Kredit und Kapital article Social Sciences Computational and Text Analysis Methods Open access

Wolfgang Breuer

0

citations
Schweigen ist Silber, Reden ist Gold: Der Nutzen von Machine-Learning und Textanalysen in der Finanzwirtschaft
2021 Springer eBooks book-chapter Social Sciences Computational and Text Analysis Methods

Wolfgang Breuer, Anthony Haake, Manuel Hass, Eric Sachsenhausen

0

citations
The search for solid ground in text as data: A systematic review and practical recommendations for validation
2023 preprint Social Sciences Computational and Text Analysis Methods Open access

Lukas Birkenmaier, Clemens M. Lechner, Claudia Wagner

0

citations
Application of Topic Modeling for the Identification of Innovation Potentials in the Product Environment
2023 conference-paper Social Sciences Computational and Text Analysis Methods

Michael Riesener, Maximilian Kühn, Hendrik Lauf, Günther Schuh

0

citations
From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs
2024 arXiv (Cornell University) preprint Social Sciences Computational and Text Analysis Methods Open access

Lukas Birkenmaier, Matthias Roth, Indira Sen

0

citations