Research trends in text mining: Semantic network and main path analysis of selected journals

H Jung, BG Lee - Expert Systems with Applications, 2020 - Elsevier
In this study, network and main path analyses were conducted on 1856 studies related to
text mining, by extracting keywords and citation information from the text of each paper. Our …

Retrospective and prospective approaches of coronavirus publications in the last half-century: a Latent Dirichlet allocation analysis

F Danesh, M Dastani, M Ghorbani - Library Hi Tech, 2021 - emerald.com
Purpose The present article's primary purpose is the topic modeling of the global
coronavirus publications in the last 50 years. Design/methodology/approach The present …

Identifying Emerging Issues in the Seafood Industry Based on a Text Mining Approach

K Han, J Yeom, K Chung - Applied Sciences, 2024 - mdpi.com
Identification of emerging issues has garnered growing interest as a way to establish
proactive policy formulation. However, in fisheries research, analyzing such issues has …

Identifying trends in information security and privacy concern research

M Weinberger, D Bouhnik - IFLA journal, 2023 - journals.sagepub.com
Text mining is a research method that can be used to detect research trends and
developments in various fields. In this study, an automated textual analysis tool (Voyant …

Analysis of trends in deep learning and reinforcement learning

DI Choi, C Lim - Journal of The Korea Society of Computer and …, 2023 - koreascience.kr
In this paper, we apply KeyBERT (Keyword extraction with Bidirectional Encoder
Representations of Transformers) algorithm-driven topic extraction and topic frequency …

Two layer-based trajectory analysis of the research trend in automotive fuel industry

NK Lee, Y Han, W Xong, M Song - Scientometrics, 2020 - Springer
The increasing concern of climate change and unstable oil prices induce the development of
technological fuel in automobile industry. To investigate such a rapidly changing path …

Trends in Research Topic Representation

S Lakhanpal, A Gupta - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
In this paper, insights and data analyses are presented for tracking the use of phrases in the
representation of key domain areas in scientific publications, over time. A domain refers to a …

딥러닝과강화학습의연구동향분석

최동인, 임정수 - 한국컴퓨터정보학회논문지, 2023 - dbpia.co.kr
본 논문에서는 딥러닝 및 강화학습 연구에 대해 KeyBERT (Keyword extraction with
Bidirectional Encoder Representations of Transformers) 알고리즘 기반의 토픽 추출 및 토픽 …

[PDF][PDF] JKSCI

H Choi - Journal of The Korea Society of Computer and …, 2022 - koreascience.kr
In this paper, we propose antecedent factors that influence health promotion behaviors
among rural older adults by gender. The study analyzed data from the'Need Assessment …

[PDF][PDF] Major Research Themes in the Internal Medicine Journal

N Ogasawara - researchgate.net
In 2022, this journal achieved its highest Impact Factor to date. To clarify the factors
contributing to this achievement, we conducted an N-gram analysis using text-mining …