Results 101 to 110 of about 2,670 (204)
Mapping the Landscape of Organizational Branding: A BERTopic-Driven Exploration
International Review of Management and MarketingThis study employs a comprehensive, two-stage methodology, systematic data retrieval from the Scopus database followed by a Bidirectional Encoder Representations from Transformers (BERTopic)-driven text analysis, to map the thematic landscape of 7,920 articles on organizational branding.
Tamer Kiliç, Bülent Özsaçmaci
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BERTopic for Swedish: Topic modeling made easier via KB-BERT
, 2022 Topic modeling is an exciting option for exploring and finding patterns in large volumes of text data. While this previously required considerable programming skills, a recent innovation has simplified the method to make it more accessible for ...
Haffenden, Chris,, Fano, Elena,
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Remote SensingUnderstanding and monitoring soil organic carbon (SOC) stocks is crucial for ecosystem carbon cycling, services, and addressing global environmental challenges.
Tong Li +11 more
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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
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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
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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 ...
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Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian
This paper presents the results of the first application of BERTopic, a state-of-the-art topic modeling technique, to short text written in a morphologi-cally rich language.
Medvecki, Darija +3 more
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Implementation of BERTopic for Topic Modelling on KNKT’s Aviation Accident Investigation Reports
Aircraft accident investigation reports contain important information regarding the chronology of events, findings, contributing factors, and safety recommendations that can be used to understand accident patterns.
Andri Fauzan Adziima +2 more
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Comparison of LDA and BERTopic in News Topic Modeling: A Case Study of The New York Times’ Reports on China [PDF]
The comparison of LDA and BERTopic in news topic modeling offers a fascinating insight into the evolving field of text analysis. As big data floods our lives, techniques like LDA and BERTopic are vital for understanding hidden patterns and associations ...
Liu, Yijia
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Cancer Health Disparity with BERTopic Modelling and PyCaret Evaluation
, 2022 The complex interplay of social, behavioural, lifestyle, environmental, health system, and natural health variables contribute to disparities in cancer treatment across racial and ethnic groups. Consequently, it is necessary to identify the variables contributing to cancer health inequalities and develop strategies to achieve health equality.
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