Gibbs-BERTopic: A Hybrid Approach for Short Text Topic Modeling
IEEE AccessAs a rich source of direct user needs, online reviews can be effectively analyzed through topic modeling to uncover user preferences and requirements.
Yan Zhu
exaly +3 more sources
Mapping the Intellectual Landscape of Giftedness in Early Childhood Through Comparative Topic Modeling [PDF]
Journal of IntelligenceThe present study investigates the semantic structure, dominant themes, and temporal evolution of research on giftedness in early childhood through a comparative topic modeling approach. A final analytic sample (n = 518) of peer-reviewed journal articles
Simge Karakaş Mısır
doaj +2 more sources
Utilizing BERTopic modeling for concept discovery in the domain of gerotranscendence and solitude [PDF]
Journal of Biomedical SemanticsBackground Ontology development is a complex, iterative process that traditionally requires extensive collaboration between ontology developers and subject matter experts.
B. Damayanthi Jesudas +12 more
doaj +2 more sources
Medicine Advances, 2023 Background A data mining algorithm is proposed based on BERTopic to provide new insights into the analysis of medication rules in Traditional Chinese Medicine (TCM) prescriptions.
Hongchen Li
exaly +2 more sources
PEMODELAN TOPIK DALAM AL-QUR'AN MENGGUNAKAN LIBRARY BERTOPIC PADA MODEL BAHASA BERT
Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer, 2023 Al-Qur'an adalah kitab suci dalam agama Islam yang terdiri dari 114 surah dan 6236 ayat. Isi Al-Qur'an telah dikategorikan ke dalam berbagai kategori oleh para ulama besar dari seluruh dunia, termasuk hukum, adat (perang), kenikmatan, sejarah, dan ...
Herwinsyah Herwinsyah
doaj +1 more source
Implementation of Dynamic Topic Modeling to Discover Topic Evolution on Customer Reviews
JOIN: Jurnal Online Informatika, 2023 Annotation and analysis of online customer reviews were identified as significant problems in various domains, including business intelligence, marketing, and e-governance.
Valentinus Roby Hananto
doaj +1 more source
Processamento de linguagem natural não supervisionado na identificação de pacientes suspeitos de infecção por COVID-19 [PDF]
Cadernos de Saúde Pública, 2023 Os pacientes com síndrome pós-COVID-19 se beneficiam de programas de promoção de saúde e sua rápida identificação é importante para a utilização custo efetiva desses programas. Técnicas tradicionais de identificação têm fraco desempenho, especialmente em
Rildo Pinto da Silva +2 more
doaj +1 more source
Big Data and Cognitive Computing, 2023 The disposability of clothing has emerged as a critical concern, precipitating waste accumulation due to product quality degradation. Such consequences exert significant pressure on resources and challenge sustainability efforts.
Andry Alamsyah, Nadhif Ditertian Girawan
doaj +1 more source
A review on three decades of manufacturing maintenance research: past, present and future directions
Production and Manufacturing Research: An Open Access JournalMaintenance engineering has taken up more and more a strategic function in recent decades due to technological advancements and its role in asset productivity.
Roberto Sala +2 more
doaj +1 more source
Evaluating Reflective Writing in Pre-Service Teachers: The Potential of a Mixed-Methods Approach
Education Sciences, 2023 Reflective writing is a relevant aspect of pre-service teachers’ professionalization. Evaluating reflective writing in teacher education is demanding due to a shortage of resources.
Chengming Zhang +4 more
doaj +1 more source