Search Results - Dynamic Topic Labelling

Dynamic Topic Modelling for Exploring the Scientific Literature on Coronavirus: An Unsupervised Labelling Technique

Authors: Guillén Pacho, Ibai Badenes Olmedo, Carlos Corcho, Oscar

Source: International Journal of Data Science and Analytics, ISSN 2364-415X, 2024-08-13
Archivo Digital UPM
Universidad Politécnica de Madrid

Subject Terms: CORD-1, Informática, Coronaviruses, Medicina, Labeling techniques, topic modeling, COVID-19, Labelings, Dynamic topic models, Topic labelling, CORD-19, Tim, Stem-Cell Transplantation, Scientific Literature, 3. Good health, Coronavirus, 03 medical and health sciences, Topic labeling, 0302 clinical medicine, Topic interpretability, Dynamic topic model, Interpretability

File Description: application/pdf

Access URL: https://oa.upm.es/88044/

Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling technique

Authors: Guillén Pacho, Ibai Badenes Olmedo, Carlos Corcho, Oscar

Source: International Journal of Data Science and Analytics, ISSN 2364-415X, 2024-08-13

Index Terms: Informática, Medicina, info:eu-repo/semantics/article, info:eu-repo/semantics/acceptedVersion

URL: https://oa.upm.es/88044/
https://link.springer.com/article/10.1007/s41060-024-00610-0
https://link.springer.com/article/10.1007/s41060-024-00610-0
info:eu-repo/grantAgreement/CAM//PIPF-2022%2FCOM-25947
info:eu-repo/semantics/altIdentifier/doi/10.1007/s41060-024-00610-0

A Dynamic Topic Identification and Labeling Approach for COVID-19 Tweets

Authors: Shahriar, Khandaker Tayef Sarker, Iqbal H. Islam, Muhammad Nazrul et al.

Source: Applied Intelligence for Industry 4.0 ISBN: 9781003256083

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Information Retrieval (cs.IR), Computer Science - Information Retrieval, 3. Good health, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2109.02462

Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling technique.

Authors: Guillén-Pacho, Ibai Badenes-Olmedo, Carlos Corcho, Oscar

Source: International Journal of Data Science & Analytics; Sep2025, Vol. 20 Issue 3, p2551-2581, 31p

A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets

Authors: Shahriar, Khandaker Tayef Sarker, Iqbal H. Islam, Muhammad Nazrul et al.

Index Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2109.02462

Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling technique

Authors: Guillén-Pacho, Ibai Badenes-Olmedo, Carlos Corcho, Oscar et al.

Contributors: Guillén-Pacho, Ibai Badenes-Olmedo, Carlos Corcho, Oscar et al.

Source: International Journal of Data Science and Analytics ; volume 20, issue 3, page 2551-2581 ; ISSN 2364-415X 2364-4168

Availability: https://doi.org/10.1007/s41060-024-00610-0
https://link.springer.com/content/pdf/10.1007/s41060-024-00610-0.pdf
https://link.springer.com/article/10.1007/s41060-024-00610-0/fulltext.html

Dynamic Topic Models of 'Dynamic Topic Modelling for Exploring the Scientific Literature on Coronavirus: An Unsupervised Labelling Technique'

Authors: Guillén-Pacho, Ibai orcid:0000-0001-7801- Badenes-Olmedo, Carlos et al.

Contributors: Guillén-Pacho, Ibai orcid:0000-0001-7801- Badenes-Olmedo, Carlos et al.

Subject Terms: Topic Models, Dynamic Topic Models, Dynamic Topic Labelling, Topic Labelling

Relation: https://zenodo.org/records/12750327; oai:zenodo.org:12750327; https://doi.org/10.5281/zenodo.12750327

Availability: https://doi.org/10.5281/zenodo.12750327
https://zenodo.org/records/12750327

Topic Labels of 'Dynamic Topic Modelling for Exploring the Scientific Literature on Coronavirus: An Unsupervised Labelling Technique'

Authors: Guillén-Pacho, Ibai orcid:0000-0001-7801- Badenes-Olmedo, Carlos et al.

Contributors: Guillén-Pacho, Ibai orcid:0000-0001-7801- Badenes-Olmedo, Carlos et al.

Subject Terms: Topic Labels, Dynamic Topic Labels

Relation: https://zenodo.org/records/12752032; oai:zenodo.org:12752032; https://doi.org/10.5281/zenodo.12752032

Availability: https://doi.org/10.5281/zenodo.12752032
https://zenodo.org/records/12752032

DTECT: Dynamic Topic Explorer & Context Tracker

Authors: Adhya, Suman Sanyal, Debarshi Kumar

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Information Retrieval, Computation and Language, Computation and Language (cs.CL), Information Retrieval (cs.IR)

Access URL: http://arxiv.org/abs/2507.07910

Dynamic Insights: Unraveling Public Demand Evolution in Health Emergencies Through Integrated Language Models and Spatial-Temporal Analysis

Authors: Yuan Zhang Lin Fu Xingyu Guo et al.

Source: Risk Manag Healthc Policy
Risk Management and Healthcare Policy, Vol Volume 17, Pp 2443-2455 (2024)

Subject Terms: public demands, dynamic topic mining, public health emergencies, health emergency management, spatial-temporal evolution, Public aspects of medicine, RA1-1270, Original Research

Access URL: https://pubmed.ncbi.nlm.nih.gov/39439579
https://doaj.org/article/6efbbc16610f4ca1a626ab5845ee660c

Dynamic Topic Modeling of Kratom Use and Experiences: Insights on 13 years of Reddit Discussions

Authors: Seraphina Fong Alessandro Carollo Elisabeth Prevete et al.

Subject Terms: Computational Linguistics, Mental and Social Health, Medicine and Health Sciences, Psychology, Pain Management, Linguistics, Substance Abuse and Addiction, Social and Behavioral Sciences

MAPPING THE CHATTER: SPATIAL METAPHORS FOR DYNAMIC TOPIC MODELLING OF SOCIAL MEDIA

Authors: Morandini, L Mohammad, AR Sinnott, RO

Source: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLVIII-4-W1-2022, Pp 315-320 (2022)

Subject Terms: Technology, Applied optics. Photonics, TA1-2040, Engineering (General). Civil engineering (General), 01 natural sciences, TA1501-1820, 0105 earth and related environmental sciences

File Description: application/pdf

Access URL: https://isprs-archives.copernicus.org/articles/XLVIII-4-W1-2022/315/2022/
https://doaj.org/article/435b1e8e7e93498f91e8f8e6ffbcfe65

Dynamic Insights: Unraveling Public Demand Evolution in Health Emergencies Through Integrated Language Models and Spatial-Temporal Analysis.

Authors: Zhang, Yuan Fu, Lin Guo, Xingyu et al.

Source: Risk Management & Healthcare Policy; Oct2024, Vol. 17, p2443-2455, 13p

Subject Terms: LANGUAGE models, PUBLIC services, COVID-19 pandemic, PUBLIC opinion, KNOWLEDGE graphs

Topic recognition and refined evolution path analysis of literature in the field of cybersecurity.

Authors: Zhu, Yanfeng Li, Zheng Li, Tianyi et al.

Source: PLoS ONE; 2/21/2025, Vol. 20 Issue 2, p1-26, 26p

Subject Terms: PATH analysis (Statistics), INTERNET security, DYNAMIC models, RESEARCH methodology, COMPARATIVE studies

Dynamic Automated Labeling System for Real-Time User Intention Analysis

Authors: Jinju Park Hayoung Oh

Source: IEEE Access, Vol 11, Pp 139882-139902 (2023)

Subject Terms: Dynamic automated labeling, automatic text annotation, real-time user analysis, topic modeling, text classification, text mining, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10345587/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/6aa357522e1743dbbde4b5daa14df92d

Dynamic Topic Modeling of Kratom Use and Experiences: Insights on 13 Years of Reddit Discussions.

Authors: Fong, Seraphina Carollo, Alessandro Prevete, Elisabeth et al.

Source: International Journal of Mental Health & Addiction. Dec2025, p1-22.

Subject Terms: *KRATOM, *SUBSTANCE abuse, *GOVERNMENT regulation, *NATURAL language processing, *MENTAL health, *USER experience

Geographic Terms: SOUTHEAST Asia

Reviews & Products: REDDIT (Web resource)

Transitions in dynamic point labeling.

Authors: Depian, Thomas Li, Guangping Nöllenburg, Martin et al.

Source: Cartography & Geographic Information Science. Nov2025, p1-26. 26p. 17 Illustrations.

Subject Terms: *NP-complete problems, *GEOTAGGING, *PROTOTYPES, *SCIENTIFIC method

Unsupervised topic labeling and opportunity model of social media data for enhancing automotive product design processes.

Authors: Hartanto, Broto Widya Subagyo Budi Dharma, I.G.B.

Source: Data & Information Management. Dec2025, Vol. 9 Issue 4, pN.PAG-N.PAG. 1p.

Subject Terms: *AUTOMOTIVE engineering, *ENGINEERING design, *MATRIX decomposition, *CLASSIFICATION, *USER-generated content, *STATISTICAL models

Dissection and integration of bursty transcriptional dynamics for complex systems.

Authors: Gaoa, Cheng Frank Vaikuntanathana, Suriyanarayanan Riesenfel, Samantha J.

Source: Proceedings of the National Academy of Sciences of the United States of America. 4/30/2024, Vol. 121 Issue 18, p1-12. 50p.

Subject Terms: *SYSTEM dynamics, *DISSECTION, *RNA sequencing, *VELOCITY, *TIME management

Evolution of Organizational Learning Research over 35 Years: A Comprehensive Review using Dynamic Topic Modeling and Network Analysis.

Authors: Özçınar, Hüseyin

Source: International Technology & Education Journal; Dec2024, Vol. 8 Issue 2, p1-13, 13p

Subject Terms: ORGANIZATIONAL learning, ARTIFICIAL intelligence, SUSTAINABILITY, KNOWLEDGE management, TECHNOLOGICAL innovations