@article{ART002757985},
author={Ji-Yun Jang and Seok-Won Lee},
title={Research on the change of perception of abandoned dogs through big data analysis},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={9},
pages={115-123},
doi={10.9708/jksci.2021.26.09.115}
TY - JOUR
AU - Ji-Yun Jang
AU - Seok-Won Lee
TI - Research on the change of perception of abandoned dogs through big data analysis
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 9
PB - The Korean Society Of Computer And Information
SP - 115
EP - 123
SN - 1598-849X
AB - This study aims to analyze the changes in public perception of abandoned dogs through big data analysis. Data from January 2017 to July 2020 were collected to analyze how the quantitative change in social issues with abandoned dogs as a keyword had an effect on public perception of abandoned dogs, and factors that influence positive/negative perceptions. As a result of the study, it was confirmed that the number of stray dogs and the number of documents related to stray dogs had a positive correlation, and specific time series changes were found through various analysis techniques such as text mining, network analysis, and sentiment analysis. This study will have significance as basic data that can be used for policy establishment or other research on abandoned dogs. we hope it will help to solve problems so as to improve awareness of abandoned dogs and develop a sense of responsibility.
KW - Abandoned dogs;big data;text mining;word cloud;network analysis;sentiment analysis;correlation analysis
DO - 10.9708/jksci.2021.26.09.115
ER -
Ji-Yun Jang and Seok-Won Lee. (2021). Research on the change of perception of abandoned dogs through big data analysis. Journal of The Korea Society of Computer and Information, 26(9), 115-123.
Ji-Yun Jang and Seok-Won Lee. 2021, "Research on the change of perception of abandoned dogs through big data analysis", Journal of The Korea Society of Computer and Information, vol.26, no.9 pp.115-123. Available from: doi:10.9708/jksci.2021.26.09.115
Ji-Yun Jang, Seok-Won Lee "Research on the change of perception of abandoned dogs through big data analysis" Journal of The Korea Society of Computer and Information 26.9 pp.115-123 (2021) : 115.
Ji-Yun Jang, Seok-Won Lee. Research on the change of perception of abandoned dogs through big data analysis. 2021; 26(9), 115-123. Available from: doi:10.9708/jksci.2021.26.09.115
Ji-Yun Jang and Seok-Won Lee. "Research on the change of perception of abandoned dogs through big data analysis" Journal of The Korea Society of Computer and Information 26, no.9 (2021) : 115-123.doi: 10.9708/jksci.2021.26.09.115
Ji-Yun Jang; Seok-Won Lee. Research on the change of perception of abandoned dogs through big data analysis. Journal of The Korea Society of Computer and Information, 26(9), 115-123. doi: 10.9708/jksci.2021.26.09.115
Ji-Yun Jang; Seok-Won Lee. Research on the change of perception of abandoned dogs through big data analysis. Journal of The Korea Society of Computer and Information. 2021; 26(9) 115-123. doi: 10.9708/jksci.2021.26.09.115
Ji-Yun Jang, Seok-Won Lee. Research on the change of perception of abandoned dogs through big data analysis. 2021; 26(9), 115-123. Available from: doi:10.9708/jksci.2021.26.09.115
Ji-Yun Jang and Seok-Won Lee. "Research on the change of perception of abandoned dogs through big data analysis" Journal of The Korea Society of Computer and Information 26, no.9 (2021) : 115-123.doi: 10.9708/jksci.2021.26.09.115
