Results 71 to 80 of about 2,128 (194)

Artificial Intelligence−Driven Analysis Identifies Anterior Cruciate Ligament Reconstruction, Hip Arthroscopy and Femoroacetabular Impingement Syndrome, and Shoulder Instability as the Most Commonly Published Topics in Arthroscopy

Arthroscopy, Sports Medicine, and Rehabilitation
Purpose: To use advanced topic modeling, specifically the Bidirectional Encoder Representations from Transformers Topic (BERTopic) Model, to analyze research topics in Arthroscopy: The Journal of Arthroscopic and Related Surgery (Arthroscopy).
Henry B.G. Baird, B.S., William Allen, M.D., Mauricio Gallegos, M.D., Cody C. Ashy, M.D., Harris S. Slone, M.D., W. Michael Pullen, M.D.   +5 more
doaj   +1 more source

BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights

This paper explores the intersection of Natural Language Processing (NLP) and financial analysis, focusing on the impact of sentiment analysis in stock price prediction. We employ BERTopic, an advanced NLP technique, to analyze the sentiment of topics derived from stock market comments.
Zhu, Enmin, Yen, Jerome
openaire   +2 more sources

Media Coverage of European Funds and Public Sentiment: A Topic Modelling Approach

Business Ethics, the Environment &Responsibility, Volume 35, Issue 1, Page 525-540, January 2026.
ABSTRACT We study the coverage of European funds by the mass media and the relationship between media sentiment and public sentiment. We analyze 31,570 media articles published across all European Union (EU) countries between January 1, 2020, and December 31, 2023 — a period significantly shaped by the COVID‐19 pandemic and major EU funding initiatives
Iván Pastor Sanz, Félix J. López Iturriaga   +1 more
wiley   +1 more source

Regulatory Means for Interventionist Ends: GBER and the Transformation of the EU State Aid Regime

Governance, Volume 39, Issue 1, January 2026.
ABSTRACT Despite its new‐found penchant for market interventionism, the European Union (EU) is often portrayed as lacking the fiscal and administrative capacity to conduct industrial policy. The EU can regulate markets, the conventional wisdom goes, but not steer them in specific directions.
Fabio Bulfone, Donato Di Carlo, Timo Seidl   +2 more
wiley   +1 more source

Exploring the Effects of Pre-Processing Techniques on Topic Modeling of an Arabic News Article Data Set

Applied Sciences
This research investigates the impacts of pre-processing techniques on the effectiveness of topic modeling algorithms for Arabic texts, focusing on a comparison between BERTopic, Latent Dirichlet Allocation (LDA), and Non-Negative Matrix Factorization ...
Haya Alangari, Nahlah Algethami
doaj   +1 more source

Modeling Political Discourse with Sentence-BERT and BERTopic

Social media has reshaped political discourse, offering politicians a platform for direct engagement while reinforcing polarization and ideological divides. This study introduces a novel topic evolution framework that integrates BERTopic-based topic modeling with Moral Foundations Theory (MFT) to analyze the longevity and moral dimensions of political ...
Mendonca, Margarida, Figueira, Alvaro
openaire   +2 more sources

Semantic Agency Patterns Signal Depressive Experiences: Evidence From Postpartum Communication on Social Media

Depression and Anxiety, Volume 2026, Issue 1, 2026.
Depression‐related symptoms, such as loss of motivation and diminished interest in activities, correspond to loss of agency. Given recent evidence that agency (or its lack) can be reliably detected in language, we investigated how linguistic manifestations of agency relate to depressive experiences.
Marta Witkowska, Marta Beneda, Magdalena Formanowicz, Magda Leszko, Selen Arslan, Jan Nikadon, Joachim Kowalski, Tomaso Erseghe, Caterina Suitner, Drozdstoy Stoyanov   +9 more
wiley   +1 more source

Unveiling and advancing grassland degradation research using a BERTopic modelling approach

Journal of Integrative Agriculture
Grassland degradation presents overwhelming challenges to biodiversity, ecosystem services, and the socio-economic sustainability of dependent communities. However, a comprehensive synthesis of global knowledge on the frontiers and key areas of grassland
Tong Li, Lizhen Cui, Yu Wu, Rajiv Pandey, Hongdou Liu, Junfu Dong, Weijin Wang, Zhihong Xu, Xiufang Song, Yanbin Hao, Xiaoyong Cui, Jianqing Du, Xuefu Zhang, Yanfen Wang   +13 more
doaj   +1 more source

Identifying Role Functions of Primary Health Care Nurses in China: A Mixed‐Methods Study in Three Northeastern Provinces

Journal of Nursing Management, Volume 2026, Issue 1, 2026.
Background With global aging and the increasing burden of noncommunicable diseases (NCDs), the primary health care (PHC) system plays a pivotal role in disease prevention and management of NCDs. Nurses, as key PHC members, significantly influence health equity and service quality.
Jiashuo Zhang, Wenna Qian, Jialin Li, Mengyao Cui, Haibo Xu   +4 more
wiley   +1 more source

Cluster-Based BERTopic Modeling on Swedish COVID-19 Vaccine Posts

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 and vaccination.
Kokkinakis, Dimitrios, Hammarlin, Mia-Marie   +1 more
openaire   +2 more sources