Análise de conteúdos curriculares com BERTopic numa perspectiva interdisciplinar [PDF]
Interdisciplinarity challenges educators to rethink their educational approaches, aiming to integrate knowledge and methods from different disciplines to promote a more holistic and meaningful understanding of study topics.
Reategui, Eliseo +2 more
core +2 more sources
Exploring climate change discourse on social media and blogs using a topic modeling analysis
HeliyonClimate change is one of the most pressing global issues of our time, and understanding public perception and awareness of the topic is crucial for developing effective policies to mitigate its effects.
Tunahan Gokcimen, Bihter Das
doaj +1 more source
Analyzing public demands on China's online government inquiry platform: A BERTopic-Based topic modeling study. [PDF]
This study aims to enhance governmental decision-making by leveraging advanced topic modeling algorithms to analyze public letters on the "People Call Me" online government inquiry platform in Zhejiang Province, China.
Zhuoyuan Tang, Xuan Pan, Zhouyi Gu
core +1 more source
Classification of TOGG Customer Complaints Using BERTopic Issue Modelling Technique
SDÜ Vizyoner DergisiIn the study, TOGG’s 500,000 user messages are analyzed using the BERTopic topic modeling technique; the resulting data reveals that customer dissatisfaction is concentrated in financial (banking operations), technical (vehicle ınformation, software ...
Üstün Özen +3 more
doaj +1 more source
Cluster-Based BERTopic Modeling on Swedish COVID-19 Vaccine Posts [PDF]
This paper explores the prevalent themes across multiple threads on the popular Swedish discussion forum Flashback. Among its diverse array of topics, the forum actively engages users in addressing and debating questions pertaining to COVID-19 vaccines ...
Kokkinakis, Dimitrios +1 more
core +1 more source
Cogent Business & ManagementAs a new genre of electronic commerce, social commerce has rapidly evolved in both academia and practice, necessitating continuous knowledge updates to comprehensively recognize its research trends and topics.
Yang Shao +2 more
doaj +1 more source
Analysis of Curriculum Contents with BERTopic from an Interdisciplinary Perspective [PDF]
A interdisciplinaridade desafia os educadores a repensar suas abordagens educacionais, visando integrar conhecimentos e métodos de diferentes disciplinas para promover uma compreensão mais holística e significativa dos tópicos de estudo.
Reategui, Eliseo, Zarth, Antonio
core
Predicting ICU Readmission from Electronic Health Records via BERTopic with Long Short Term Memory Network Approach [PDF]
Background: The increasing rate of intensive care unit (ICU) readmissions poses significant challenges in healthcare, impacting both costs and patient outcomes.
Chung-Min Wu +4 more
core +1 more source
Neural topic modeling with BERTopic
This thesis provides insights into the BERTopic framework for topic modeling by examining sub-model selection and aims to retrieve and assess evaluation metrics specific to neural topic models developed in current literature. It gathers sub-model selection factors of the various sub models—embedding, dimensionality reduction, clustering, and ...
openaire +1 more source
Utilizing BERTopic Modeling for Concept Discovery in the Domain of Gerotranscendence and Solitude
Abstract Background. Ontology development is a complex, iterative process that traditionally requires extensive collaboration between ontology developers and subject matter experts (SMEs). While effective, this manual approach is time-consuming, labor-intensive, and prone to cognitive bias.
Jesudas, B. Damayanthi +12 more
openaire +3 more sources