Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

A systematic review of the use of topic models for short text social media analysis

8 references·11 citing·47 second hop

FromToDepth

this work references cited by second hop

References

2003Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review15,354 cited
2010Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement12,147 cited
2009The SAGE handbook of organizational research methods2,127 cited
2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
2010Empirical study of topic modeling in Twitter1,145 cited
1972Information processing management704 cited
2019Topic Modeling in Management Research: Rendering New Theory from Textual Data624 cited
2015Quantitative analysis of large amounts of journalistic texts using topic modelling532 cited

Cited by

2024Facilitating topic modeling in tourism research:Comprehensive comparison of new AI technologies84 cited
2024Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study46 cited
2025Topic modelling through the bibliometrics lens and its technique32 cited
2025The collision of tradition and fashion: How anthropomorphizing museum exhibits influences cultural inheritance20 cited
2024Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques8 cited

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

2024

Text Mining-Based Analysis of Content Topics and User Engagement in University Social Media

2 cited

2025Topic modeling in hospitality and tourism research: Application areas, business insights, and managerial implications2 cited

2022Conditional Topic Allocations for Open-Ended Survey Responses2 cited

2024Use of Natural Language Processing to understand users’ perspective on the Art Places/Places of Interest in Global Cities Singapore and Hong Kong2 cited

2024Piloting text-mining in a mixed-method evaluation on human rights: Management propositions for small public administrations1 cited

2025Advancing Systematic Literature Reviews Methodology Through Topic Modeling1 cited