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This study applies five different topic models to aviation safety reports in Brazilian Portuguese. The techniques explored are Latent Dirichlet Allocation (LDA), LDA with stemming, a cross-language model which translates the texts to English and then ...
da Silva de Oliveira, Priscila Cristina
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A Comparative Study with LDA and BERTopic: AI Policies Across Different Democracy Indexes
In times of global political instability, paired with an evolving and experimental phase in artificial intelligence, the future of AI remains unclear.
Telešova, Gabija, Söderwall, Anne
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Topic Trends in Youth Research Using BERTopic
Journal of Adolescent welfareHyesun Yoo, Youngmin Cho
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Identifying interdisciplinary topics and their evolution based on BERTopic
Scientometrics, 2023Zhongyi Wang +2 more
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Leveraging BERTopic for the Analysis of Scientific Papers on Seaweed
2023 International Conference on Computer, Control, Informatics and its Applications (IC3INA), 2023Anne Parlina, Ira Maryati
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BERTopic Modelling with P53 in Ovarian Cancer
2022 5th Information Technology for Education and Development (ITED), 2022R.O. Oveh, M.A. Adewunmi, G.O. Aziken
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Recipe Recommender System Using BERTopic Modelling Technique
Proceedings of the 5th International Conference on Information Management & Machine Intelligence, 2023Janmejay Singh +4 more
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Topic Mining of Alzheimer's Disease Field Based on BERTopic
2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI), 2023Juan Shen, Vladimir Y. Mariano
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Exploring the trajectory of migrant entrepreneurship research: BERTopic modeling
Journal of Organizational Change ManagementPurposeThis study aims to explore migrant entrepreneurship research to understand its evolution and growing impact. This exploration is through a systematic approach to analyzing existing research works to identify the most crucial themes. The focus on the themes for building future research effectively captures the migrant entrepreneurship ecosystem ...
T.A. Alka, M. Suresh, Raghu Raman
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An Enhanced BERTopic Framework and Algorithm for Improving Topic Coherence and Diversity
2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), 2022Sahil Sawant +4 more
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