Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach

6 references·16 citing·46 second hop

FromToDepth

this work references cited by second hop

References

2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
2015Quantitative analysis of large amounts of journalistic texts using topic modelling532 cited
2016An overview of topic modeling and its current applications in bioinformatics392 cited
2018A Review of Best Practice Recommendations for Text Analysis in R (and a User-Friendly App)191 cited
2019InfraNodus: Generating Insight Using Text Network Analysis119 cited

Cited by

2022Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data61 cited
2025Large Language Models for Thematic Summarization in Qualitative Health Care Research: Comparative Analysis of Model and Human Performance59 cited
2024Insights into sustainability and circular economy trends in luxury fashion: A LinkedIn topic modelling study35 cited
2021Airbnb rental price modeling based on Latent Dirichlet Allocation and MESF-XGBoost composite model25 cited
2022A survey of the literature: how scholars use text mining in Educational Studies?23 cited
2022Latent Dirichlet allocation topic modeling of free‐text responses exploring the negative impact of the early COVID ‐19 pandemic on research in nursing18 cited
2025Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses

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

13 cited

2025Mapping the emergence and maturation of sustainable supply chain technologies: a patent-based assessment of technology life cycles9 cited

2022Automatic Coding Mechanisms for Open-Ended Questions in Journalism Surveys: An Application Guide8 cited

2024LDA Topic Modeling for Bioinformatics Terms in arXiv Documents7 cited

2024Evaluating LLM-Generated Topics from Survey Responses: Identifying Challenges in Recruiting Participants through Crowdsourcing5 cited

2025Topic recognition and refined evolution path analysis of literature in the field of cybersecurity5 cited

2024Is Natural Language Processing Effective in Education Research? A case study in student perceptions of TA support3 cited

2025Bridging the gap in urban studies: combining topic modeling and discourse theory in big data analysis3 cited

2023Latent topics identification from the articles of Sri Lankan authors using LDA3 cited

2021Discovering emerging topics in textual corpora of galleries, libraries, archives, and museums institutions3 cited