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@article{ART002953526},
author={Lee Jeong-Ki and Youn Ki Hyok},
title={Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2023},
volume={9},
number={2},
pages={19-31},
doi={10.20465/KIOTS.2023.9.2.019}

TY - JOUR
AU - Lee Jeong-Ki
AU - Youn Ki Hyok
TI - Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR
JO - Journal of Internet of Things and Convergence
PY - 2023
VL - 9
IS - 2
PB - The Korea Internet of Things Society
SP - 19
EP - 31
SN - 2466-0078
AB - The importance of barrier free is being highlighted worldwide. This study attempted to identify barrier-free research trends using text mining. Through this, it was intended to help with research and policies to create a barrier free environment. The analysis data is 227 papers published in domestic academic journals from 1996 when barrier free research began to 2022. The researcher converted the title, keywords, and abstract of an academic thesis into text, and then analyzed the pattern of the thesis and the meaning of the data. The summary of the research results is as follows. First, barrier-free research began to increase after 2009, with an annual average of 17.1 papers being published. This is related to the implementation guidelines for the barrier-free certification system that took effect on July 15, 2008. Second, results of barrier-free text mining ⅰ) As a result of word frequency analysis of top keywords, important keywords such as barrier free, disabled, design, universal design, access, elderly, certification, improvement, evaluation, and space, facility, and environment were searched. ii) As a result of TD-IDF analysis, the main keywords were universal design, design, certification, house, access, elderly, installation, disabled, park, evaluation, architecture, and space. iii) As a result of N-Ggam analysis, barrier free+certification, barrier free+design, barrier free+barrier free, elderly+disabled, disabled+elderly, disabled+convenience facilities, the disabled+the elderly, society+the elderly, convenience facilities+installation, certification+evaluation index, physical+environment, life+quality, etc. appeared in a related language. Third, as a result of the CONCOR analysis, cluster 1 was barrier-free issues and challenges, cluster 2 was universal design and space utilization, cluster 3 was Improving Accessibility for the Disabled, and cluster 4 was barrier free certification and evaluation. Based on the analysis results, this study presented policy implications for vitalizing barrier-free research and establishing a desirable barrier free environment.
KW - Barrier Free;disabled;elderly and infirm;human rights;text mining;CONCOR
DO - 10.20465/KIOTS.2023.9.2.019
ER -

Lee Jeong-Ki and Youn Ki Hyok. (2023). Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR. Journal of Internet of Things and Convergence, 9(2), 19-31.

Lee Jeong-Ki and Youn Ki Hyok. 2023, "Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR", Journal of Internet of Things and Convergence, vol.9, no.2 pp.19-31. Available from: doi:10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki, Youn Ki Hyok "Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR" Journal of Internet of Things and Convergence 9.2 pp.19-31 (2023) : 19.

Lee Jeong-Ki, Youn Ki Hyok. Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR. 2023; 9(2), 19-31. Available from: doi:10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki and Youn Ki Hyok. "Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR" Journal of Internet of Things and Convergence 9, no.2 (2023) : 19-31.doi: 10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki; Youn Ki Hyok. Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR. Journal of Internet of Things and Convergence, 9(2), 19-31. doi: 10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki; Youn Ki Hyok. Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR. Journal of Internet of Things and Convergence. 2023; 9(2) 19-31. doi: 10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki, Youn Ki Hyok. Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR. 2023; 9(2), 19-31. Available from: doi:10.20465/KIOTS.2023.9.2.019

Lee Jeong-Ki and Youn Ki Hyok. "Trend Analysis of Barrier-free Academic Research using Text Mining and CONCOR" Journal of Internet of Things and Convergence 9, no.2 (2023) : 19-31.doi: 10.20465/KIOTS.2023.9.2.019