@article{ART002590514},
author={Liu Jinfang and Yang Rongrong},
title={On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python},
journal={The Journal of Study on Language and Culture of Korea and China},
issn={1738-0502},
year={2020},
number={56},
pages={177-191},
doi={10.16874/jslckc.2020..56.007}
TY - JOUR
AU - Liu Jinfang
AU - Yang Rongrong
TI - On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python
JO - The Journal of Study on Language and Culture of Korea and China
PY - 2020
VL - null
IS - 56
PB - Korean Society of Study on Chinese Languge and Culture
SP - 177
EP - 191
SN - 1738-0502
AB - In the overseas communication of Chinese culture, Confucius Institute is a very important carrier. But in recent years, there are more and more voices against Confucius Institute, which also faces many questions and disputes. This study analyzes about 5022 keywords of "Confucius Institute" on Facebook with the emotion analysis of Python language, trying to show the current situation of Confucius Institute's overseas communication. In this paper, we first use Python web crawler technology to crawl the "Confucius Institute" keyword on Facebook, then preprocess all the numbers, filter out the useless information, use R language emotion analysis algorithm to calculate the score of each post, and draw a visual emotion score change chart according to the score. It is found that netizens have a positive attitude towards the discussion of "Confucius Institute", but there are still many negative comments and distortions of the image and nature of Confucius Institute.
KW - Facebook;Confucius Institute;python;Data collection;emotion analysis;overseas communication.
DO - 10.16874/jslckc.2020..56.007
ER -
Liu Jinfang and Yang Rongrong. (2020). On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python. The Journal of Study on Language and Culture of Korea and China, 56, 177-191.
Liu Jinfang and Yang Rongrong. 2020, "On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python", The Journal of Study on Language and Culture of Korea and China, no.56, pp.177-191. Available from: doi:10.16874/jslckc.2020..56.007
Liu Jinfang, Yang Rongrong "On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python" The Journal of Study on Language and Culture of Korea and China 56 pp.177-191 (2020) : 177.
Liu Jinfang, Yang Rongrong. On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python. 2020; 56 : 177-191. Available from: doi:10.16874/jslckc.2020..56.007
Liu Jinfang and Yang Rongrong. "On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python" The Journal of Study on Language and Culture of Korea and China no.56(2020) : 177-191.doi: 10.16874/jslckc.2020..56.007
Liu Jinfang; Yang Rongrong. On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python. The Journal of Study on Language and Culture of Korea and China, 56, 177-191. doi: 10.16874/jslckc.2020..56.007
Liu Jinfang; Yang Rongrong. On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python. The Journal of Study on Language and Culture of Korea and China. 2020; 56 177-191. doi: 10.16874/jslckc.2020..56.007
Liu Jinfang, Yang Rongrong. On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python. 2020; 56 : 177-191. Available from: doi:10.16874/jslckc.2020..56.007
Liu Jinfang and Yang Rongrong. "On the overseas spread of Chinese culture from the key words of "Confucius Institute" on Facebook -Data collection and emotion analysis based on Python" The Journal of Study on Language and Culture of Korea and China no.56(2020) : 177-191.doi: 10.16874/jslckc.2020..56.007
