Exploratory Analysis of Topic Interests and Their Evolution in Bioinformatics Research Using Semantic Text Mining and Probabilistic Topic Modeling
Author:
Affiliation:
1. Department of Computer Engineering, Faculty of Engineering, Karadeniz Technical University, Trabzon, Turkey
2. Department of Software Engineering, Faculty of Engineering, Atilim University, Ankara, Turkey
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09738599.pdf?arnumber=9738599
Reference46 articles.
1. Big Data Software Engineering: Analysis of Knowledge Domains and Skill Sets Using LDA-Based Topic Modeling
2. Latent Dirichlet allocation;blei;J Mach Learn Res,2003
3. The impact of preprocessing on text classification
4. Investigation of Emerging Trends in the E-Learning Field Using Latent Dirichlet Allocation
5. The journal coverage of Web of Science and Scopus: a comparative analysis
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