Research output: Contribution to journal › Article › peer-review
Neural network methods for messages analysis in user discussions on YouTube. / Su, Shimai; Blekanov, Ivan (Author and editor).
In: Процессы управления и устойчивость, Vol. 8, No. 1, 2021, p. 372-376.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - Neural network methods for messages analysis in user discussions on YouTube
AU - Su, Shimai
A2 - Blekanov, Ivan
N1 - Conference code: CPS'21
PY - 2021
Y1 - 2021
N2 - With the burgeoning development of Web-space, it usually takes a few seconds for the news to be widespread. Especially, for some sensitive or widely popular events, they probably draw attention of a large amount of people who create a storm of public opinion online. Mean- while, for journalists, organizations and relevant parties, it’s necessary and obliged to flexibly analyze the user’s activities and comprehend the general public opinion over specific topics. YouTube as the most famous and representative social platform, which provides us such possibility. In this paper, authors mainly propose a general solution to user discussion analysis on YouTube. Combined analytic techniques and different approaches including the state-of-the-art models are being applied. In our experiment, the case of American police misconducts in dealing with a black man is taken as our example for analysis. Temporarily our model only supports English language text.
AB - With the burgeoning development of Web-space, it usually takes a few seconds for the news to be widespread. Especially, for some sensitive or widely popular events, they probably draw attention of a large amount of people who create a storm of public opinion online. Mean- while, for journalists, organizations and relevant parties, it’s necessary and obliged to flexibly analyze the user’s activities and comprehend the general public opinion over specific topics. YouTube as the most famous and representative social platform, which provides us such possibility. In this paper, authors mainly propose a general solution to user discussion analysis on YouTube. Combined analytic techniques and different approaches including the state-of-the-art models are being applied. In our experiment, the case of American police misconducts in dealing with a black man is taken as our example for analysis. Temporarily our model only supports English language text.
UR - https://www.elibrary.ru/item.asp?id=46227002
M3 - Article
VL - 8
SP - 372
EP - 376
JO - Процессы управления и устойчивость
JF - Процессы управления и устойчивость
SN - 2313-7304
IS - 1
T2 - Control Processes and Stability (CPS-21)
Y2 - 5 April 2021 through 9 April 2021
ER -
ID: 86615973