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Journal of information science, ISSN 1741-6485, 2016, Volume 43, Issue 1, pp. 88 - 102
Qualitative studies, such as sociological research, opinion analysis and media studies, can benefit greatly from automated topic mining provided by topic models such as latent Dirichlet allocation (LDA... 
Latent Dirichlet allocation | LDA extensions | topic modelling | topic quality | INFORMATION SCIENCE & LIBRARY SCIENCE | LDA | COMPUTER SCIENCE, INFORMATION SYSTEMS | Qualitative research | Datasets | Coherence | Dirichlet problem | Mathematical models | Qualitative analysis | Modelling | Data mining | Judgment
Journal Article
PloS one, ISSN 1932-6203, 2020, Volume 15, Issue 1, p. e0226685
Journal Article
Information Processing and Management, ISSN 0306-4573, 05/2017, Volume 53, Issue 3, pp. 653 - 665
Journal Article
Scientometrics, ISSN 1588-2861, 2017, Volume 111, Issue 2, pp. 999 - 1015
A dataset containing 111,616 documents in astronomy and astrophysics (Astroset) has been created and is being partitioned by several research groups using... 
Cluster characterization | Direct citation | Clustering | Global data | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MAPS | INFORMATION SCIENCE & LIBRARY SCIENCE | SCIENCE | Datasets | Databases | Algorithms | Astrophysics | Partitioning | Clusters | Links | Data bases | Astronomy
Journal Article
IMA journal of applied mathematics, ISSN 1464-3634, 2016, Volume 81, Issue 3, pp. 409 - 431
Social media data tend to cluster around events and themes. Local newsworthy events, sports team victories or defeats, abnormal weather patterns and globally trending topics all influence the content of online discussion... 
Cluster analysis | Topic modeling | Mining complex datasets | Spatial and temporal analysis | mining complex datasets | MATHEMATICS, APPLIED | spatial and temporal analysis | topic modeling | cluster analysis | POINT | NONNEGATIVE MATRIX FACTORIZATION | PROCESS MODELS
Journal Article
Evidence-based complementary and alternative medicine, ISSN 1741-427X, 10/2017, Volume 2017, pp. 8279109 - 10
.... In this study, two methods are presented concerning this issue. The first method is based on a novel supervised topic model named Label-Prescription-Herb (LPH... 
INTEGRATIVE & COMPLEMENTARY MEDICINE | TRADITIONAL CHINESE MEDICINE | Analysis | Medicine, Chinese | Herbs | Classifiers | Traditional Chinese medicine | Research | Datasets | Computer science | Studies | Mining | Learning | Engineering | Chinese medicine | Researchers | Mathematical models | Methods | Integrative medicine
Journal Article
Procedia Computer Science, ISSN 1877-0509, 2017, Volume 122, pp. 229 - 236
.... Unfortunately, due to the informal expressions, detecting the massive data on the internet is a big challenge based on the traditional text mining methods such as Topic Model... 
detection | Topic-Specific Information Detection Model | Information control | Word Embedding | Semantic Dataset | 4-Tuple Structure
Journal Article
BMC genomics, ISSN 1471-2164, 2017, Volume 18, Issue S1, p. 962
Journal Article