Gibbs-BERTopic: A Hybrid Approach for Short Text Topic Modeling [PDF]
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 +5 more sources
Improving Clothing Product Quality and Reducing Waste Based on Consumer Review Using RoBERTa and BERTopic Language Model [PDF]
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 +2 more sources
Artificial intelligence−driven analysis identifies arthroscopic shoulder surgery, meniscus injury and treatment, and total knee arthroplasty design biomechanics as the most commonly published topics in Knee Surgery, Sports Traumatology, Arthroscopy [PDF]
Journal of Experimental OrthopaedicsPurpose To utilize advanced topic modelling through the Bidirectional Encoder Representations from Transformers Topic (BERTopic) model to investigate research topics in the journal Knee Surgery, Sports Traumatology, Arthroscopy (KSSTA).
Henry Baird +6 more
doaj +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
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
The economics and management of job burnout: The results of topic modelling
УправленецJob burnout, becoming increasingly widespread lately, reduces employee productivity, which has an adverse impact on global economy. The article presents an analysis of academic publications on the economics and management of job burnout, reveals key ...
Maria A. Molodchik, Nikita A. Matkin
doaj +1 more source
Research on the Design of Footwear for Older People based on Text Sentiment Analysis
Pige Kexue Yu GongchengObjective With the acceleration of population aging, the market demand for footwear for older people continues to grow. However, there is a disconnect between the consumer experience of existing products and technical optimization.
Lukun WANG, Yunhe LI
doaj +1 more source