Discovering topics and trends in the field of Artificial Intelligence: Using LDA topic modeling
Published 2023 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Discovering topics and trends in the field of Artificial Intelligence: Using LDA topic modeling
Authors
Keywords
-
Journal
EXPERT SYSTEMS WITH APPLICATIONS
Volume 225, Issue -, Pages 120114
Publisher
Elsevier BV
Online
2023-04-13
DOI
10.1016/j.eswa.2023.120114
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A news classification applied with new text representation based on the improved LDA
- (2022) Dangguo Shao et al. MULTIMEDIA TOOLS AND APPLICATIONS
- An integrated latent Dirichlet allocation and Word2vec method for generating the topic evolution of mental models from global to local
- (2022) Jian Ma et al. EXPERT SYSTEMS WITH APPLICATIONS
- Evolution and diffusion of information literacy topics
- (2021) Yating Li et al. SCIENTOMETRICS
- Tracing the main path of interdisciplinary research considering citation preference: A case from blockchain domain
- (2021) Dejian Yu et al. Journal of Informetrics
- 30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT
- (2021) J. R. López-Robles et al. APPLIED INTELLIGENCE
- Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions
- (2021) Youssra Riahi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review
- (2021) Muzammil Khan et al. EXPERT SYSTEMS WITH APPLICATIONS
- The impact of artificial intelligence and big data on end-stage kidney disease treatments
- (2021) Covadonga Díez-Sanmartín et al. EXPERT SYSTEMS WITH APPLICATIONS
- Alleviating corporate environmental pollution threats toward public health and safety: The role of smart city and artificial intelligence
- (2021) Wei Liu et al. SAFETY SCIENCE
- A comprehensive bibliometric analysis of entrepreneurship and crisis literature published from 1984 to 2020
- (2021) Zeshui Xu et al. JOURNAL OF BUSINESS RESEARCH
- Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy
- (2020) Sergei Koltcov et al. Entropy
- Evolutionary algorithms and their applications to engineering problems
- (2020) Adam Slowik et al. NEURAL COMPUTING & APPLICATIONS
- Topics and trends in artificial intelligence assisted human brain research
- (2020) Xieling Chen et al. PLoS One
- A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19
- (2020) Youssoufa Mohamadou et al. APPLIED INTELLIGENCE
- Understanding hierarchical structural evolution in a scientific discipline: A case study of artificial intelligence
- (2020) Yue Qian et al. Journal of Informetrics
- Collective movement analysis reveals coordination tactics of team players in football matches
- (2020) Rui Marcelino et al. CHAOS SOLITONS & FRACTALS
- A Systematic Comparison of search-Based approaches for LDA hyperparameter tuning
- (2020) Annibale Panichella INFORMATION AND SOFTWARE TECHNOLOGY
- A review of topic modeling methods
- (2020) Ike Vayansky et al. INFORMATION SYSTEMS
- Artificial Intelligence in Innovation: How to Spot Emerging Trends and Technologies
- (2020) Christian Muhlroth et al. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT
- Concept-LDA: Incorporating Babelfy into LDA for aspect extraction
- (2019) Ekin Ekinci et al. JOURNAL OF INFORMATION SCIENCE
- Applications of Machine Learning in Real-Life Digital Health Interventions: Review of the Literature
- (2019) Andreas K Triantafyllidis et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications
- (2019) Xi Zhang et al. SCIENTOMETRICS
- Analyzing scientific research topics in manufacturing field using a topic model
- (2019) Hui Xiong et al. COMPUTERS & INDUSTRIAL ENGINEERING
- Mapping computer vision research in construction: Developments, knowledge gaps and implications for research
- (2019) Botao Zhong et al. AUTOMATION IN CONSTRUCTION
- Engineering applications of artificial intelligence: A bibliometric analysis of 30 years (1988–2018)
- (2019) Amit K. Shukla et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Topic modelling and social network analysis of publications and patents in humanoid robot technology
- (2019) Richa Kumari et al. JOURNAL OF INFORMATION SCIENCE
- Bibliometric analysis on the evolution of applied intelligence
- (2018) Dejian Yu et al. APPLIED INTELLIGENCE
- Synchronizing production scheduling with resources allocation for precast components in a multi-agent system environment
- (2018) Zhaojing Wang et al. JOURNAL OF MANUFACTURING SYSTEMS
- Risk prediction and factors risk analysis based on IFOA-GRNN and apriori algorithms: Application of artificial intelligence in accident prevention
- (2018) Xuecai Xie et al. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
- State of The Art-Intense Review on Artificial Intelligence Systems Application in Process Planning and Manufacturing
- (2017) S.P. Leo Kumar ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Citation regression analysis of computer science publications in different ranking categories and subfields
- (2017) Yifan Qian et al. SCIENTOMETRICS
- Discovering themes and trends in transportation research using topic modeling
- (2017) Lijun Sun et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Global Research on Artificial Intelligence from 1990–2014: Spatially-Explicit Bibliometric Analysis
- (2016) Jiqiang Niu et al. ISPRS International Journal of Geo-Information
- A systematic review of argumentation techniques for multi-agent systems research
- (2015) Álvaro Carrera et al. ARTIFICIAL INTELLIGENCE REVIEW
- A density-based method for adaptive LDA model selection
- (2008) Juan Cao et al. NEUROCOMPUTING
- Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses
- (2007) Matthew E. Falagas et al. FASEB JOURNAL
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started