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@article{ART002991997},
author={Park, Hae-Keung and Youn Ki Hyok},
title={An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2023},
volume={9},
number={4},
pages={49-58},
doi={10.20465/KIOTS.2023.9.4.049}

TY - JOUR
AU - Park, Hae-Keung
AU - Youn Ki Hyok
TI - An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining
JO - Journal of Internet of Things and Convergence
PY - 2023
VL - 9
IS - 4
PB - The Korea Internet of Things Society
SP - 49
EP - 58
SN - 2466-0078
AB - This study uses mass media data related to middle-aged single households, as raw data, and analyzes about the social issues and perceptions. For search, data from representative portals, Naver News and Daum News, were collected using Textome, a big data analysis system. A total of 8,233 articles were collected from January 1, 2017 to December 31, 2022, and the final 7,837 articles were used for analysis. As a result of the analysis, first, as a result of the TF-IDF analysis, 'loneliness', 'household', 'support', and 'project' were analyzed. Second, in the analysis results of N-gram(2-gram), 'loneliness and prevention', 'single-person households and increase' and 'single-person households and loneliness' were analyzed. Third, as a result of the CONCOR analysis, 'Characteristics of middle-aged single-person households' as the central cluster, 'Method of discovering households in crisis' as the peripheral cluster, 'Support system for middle-aged single-person households being promoted at the regional level', 'Difficulties of middle-aged single-person households and their causes'. Based on the results of the above analysis, the need to expand the local welfare blind spot discovery system and the establishment of a support center for middle-aged single-person households were proposed
KW - Text Mining;Middle aged single person;Media Trends;Loneliness;Textom
DO - 10.20465/KIOTS.2023.9.4.049
ER -

Park, Hae-Keung and Youn Ki Hyok. (2023). An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining. Journal of Internet of Things and Convergence, 9(4), 49-58.

Park, Hae-Keung and Youn Ki Hyok. 2023, "An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining", Journal of Internet of Things and Convergence, vol.9, no.4 pp.49-58. Available from: doi:10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung, Youn Ki Hyok "An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining" Journal of Internet of Things and Convergence 9.4 pp.49-58 (2023) : 49.

Park, Hae-Keung, Youn Ki Hyok. An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining. 2023; 9(4), 49-58. Available from: doi:10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung and Youn Ki Hyok. "An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining" Journal of Internet of Things and Convergence 9, no.4 (2023) : 49-58.doi: 10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung; Youn Ki Hyok. An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining. Journal of Internet of Things and Convergence, 9(4), 49-58. doi: 10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung; Youn Ki Hyok. An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining. Journal of Internet of Things and Convergence. 2023; 9(4) 49-58. doi: 10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung, Youn Ki Hyok. An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining. 2023; 9(4), 49-58. Available from: doi:10.20465/KIOTS.2023.9.4.049

Park, Hae-Keung and Youn Ki Hyok. "An Analysis on Media Trends on Middle-aged Single Households Applying Text Mining" Journal of Internet of Things and Convergence 9, no.4 (2023) : 49-58.doi: 10.20465/KIOTS.2023.9.4.049