Results 111 to 120 of about 1,153 (163)

Mapping the Landscape of Organizational Branding: A BERTopic-Driven Exploration

International Review of Management and Marketing
This 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
openaire   +1 more source

A sentiment-driven framework for early detection of emerging business trends through multi-platform social media analytics

MethodsX
Social media sites provide warning signs for shifts in consumer behavior, competitive forces, and emerging market trends. However, most small and medium-sized businesses (SMBs) do not have a systematic and scalable approach to tap into this unstructured ...
Dipali Baviskar, Trupti Baraskar, Madhuri Bhalekar, Abhishek Chunawale, Harsh Halwai, Anand Patekar, Anoushka Kachewar   +6 more
doaj   +1 more source

Analisis Sentimen Menggunakan IndoBERT-BiLSTM dan Pemodelan Topik Menggunakan BERTopic terhadap Program Makan Bergizi Gratis

Program makan bergizi gratis (MBG) yang diinisiasi oleh Presiden Prabowo Subianto pada tanggal 6 Januari 2025 bertujuan untuk menyediakan makanan bergizi bagi anak-anak sekolah, balita, ibu hamil, dan ibu menyusui guna mengatasi masalah gizi buruk dan ...
Fiantono, Ellen Theodora
core  

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
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Analisis Perubahan Opini Publik Terhadap Kendaraan Listrik di Indonesia Melalui Komentar YouTube: Pendekatan Topic Modeling BERTopic

Penelitian ini membahas bagaimana sebuah perubahan opini publik terhadap kendaraan listrik di Indonesia dapatdianalisis melalui komentar YouTube dengan menggunakan pendekatan topic modeling menggunakan algoritmaBERTopic.
Yolla Putri Ervanisari, Muhamad Koyimatu, Kristine Angelina Simanjuntak   +2 more
core   +1 more source

BERT and BERTopic for screening clinical depression on open-ended text messages collected through a mobile application from older adults

BMC Public Health
Background Despite the high suicide rate in South Korea, older adults are reluctant to see a psychiatrist. Recently, text mining has gained popularity to detect depression in social media posts, but older adults rarely use social media.
Moo-Kwon Chung, Sang Yup Lee, Taeksoo Shin, Ji Young Park, Sangwon Hwang, Min-Hyuk Kim, Jinhee Lee, Kyoung-Joung Lee, Hyo-Sang Lim, Erdenebayar Urtnasan, YeonSu Jung, Dan-Kyung Kim, Eunji Shin, Jin-kyung Lee   +13 more
doaj   +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, Wilson, Finn, Mavrovich, Rachel A., Kindya, Sean, Yeh, Feng-Yu, Smith, Sam, Ravenel, Jeremy, Zheng, Jie, He, Yongqun, Reischer, Hollen N., Bowker, Julie C., Beverley, John, Duncan, William D.   +12 more
openaire   +3 more sources

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

Topic Modelling of IT Support Tickets in Jira Using BERTopic: A Deep Dive into Semantic Analysis

This master's thesis investigates the application of the BERTopic method to IT support ticket data, focusing on uncovering broader patterns and themes that emerge from employee requests and issues.
Incekas, Ayse Basak
core   +1 more source

Comparison of LDA and BERTopic in News Topic Modeling: A Case Study of The New York Times’ Reports on China

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
core