Results 101 to 110 of about 1,153 (163)

Exploring climate change discourse on social media and blogs using a topic modeling analysis

open access: yesHeliyon
Climate 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

Tracing trends and topics in two decades of social commerce research: a bibliometric and topic modeling analysis

open access: yesCogent Business & Management
As 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

BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study

open access: yesCoRR
Accepted into IndoNLP: The First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages, collocated with COLING 2025.
Atharva Mutsaddi   +3 more
openaire   +3 more sources

Trends in Autonomous Vehicle Technology: Hierarchical Clustering Using BERTopic with a Focus on Patent Data Analysis

open access: yesJournal of Intellectual Property
This study investigates trends in autonomous vehicle technology by employing hierarchical clustering based on BERTopic. The study analyzes a total of 9,164 patents registered and expired between 1990 and 2024.
Soyoung Kim   +6 more
doaj   +1 more source

6 Şubat 2023 Depremi Üzerine X (Twitter) Verilerinin Konu Analizi: LDA ve BERTopic Yaklaşımlarının Karşılaştırması

open access: yes
6 Şubat 2023’te Türkiye ve Suriye’yi etkileyen, insanların hayatını kaybetmesine ve yıkıma yol açan depremler, bölgesel ve küresel çapta insani yardım ve kriz yönetimi süreçlerini başlatmıştır.
TÜMÜKLÜ ÖZYER, GÜLŞAH   +2 more
core   +1 more source

Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19

open access: yes
Topic modeling is frequently being used for analysing large text corpora such as news articles or social media data. BERTopic, consisting of sentence embedding, dimension reduction, clustering, and topic extraction, is the newest and currently the SOTA ...
Choi, Jeong-Eun   +3 more
core   +2 more sources

Predicting atrial fibrillation and flutter using BEHRT and identifying multimorbidity patterns using BERTopic

open access: yesFrontiers in Digital Health
IntroductionAtrial fibrillation and flutter are heart rhythm disorders frequently associated with multiple other chronic conditions, complicating their management and requiring optimized care.
Sookyung Bae   +4 more
doaj   +1 more source

Blockchain and Smart Cities: Co-Word Analysis and BERTopic Modeling

open access: yes
This paper explores the intersection of blockchain technology and smart cities to support the transition toward decentralized, secure, and sustainable urban systems.
Abderahman Rejeb   +3 more
core   +1 more source

Recommending the right academic programs: an interest mining approach using BERTopic

open access: yesData Mining and Knowledge Discovery
Prospective students face the challenging task of selecting a university program that will shape their academic and professional careers. For decision-makers and support services, it is often time-consuming and extremely difficult to match personal interests with suitable programs due to the vast and complex catalogue information available.
Alessandro Hill   +2 more
openaire   +2 more sources

Semantic Topic Modeling of Aviation Safety Reports: A Comparative Analysis Using BERTopic and PLSA

open access: yesAerospace
Aviation safety analysis increasingly relies on extracting actionable insights from narrative incident reports to support risk identification and improve operational safety.
Aziida Nanyonga   +3 more
doaj   +1 more source

Home - About - Disclaimer - Privacy