The purpose of this research mainly investigates the level of discourse guidance among international students in Zhejiang province.And the related level of aspects of politically conscious,political attitude,feedback,...The purpose of this research mainly investigates the level of discourse guidance among international students in Zhejiang province.And the related level of aspects of politically conscious,political attitude,feedback,and discourse guidance are also investigated.408 Chinese university international students in Zhejiang province have involved in this study,and there is a medium level of politically conscious,high level of attitude,medium level of feedback,and low level of discourse guidance.Some discussions and suggestions are proposed.展开更多
When someone threatens or humiliates another person online by sending those unpleasant messages or comments, this is known as Cyberbullying. Recently, Bangla text has been used much more often on social media. People ...When someone threatens or humiliates another person online by sending those unpleasant messages or comments, this is known as Cyberbullying. Recently, Bangla text has been used much more often on social media. People communicate with others on social media through messages and comments. So bullies use social media as a rich environment to bully others, especially on political issues. Fights over Cyberbullying on political and social media posts are common today. Most of the time, it does a lot of damage. However, few works have been done for monitoring Bangla text on social media & no work has been done yet for detecting the bullying Bangla text on political issues due to the lack of annotated corpora and morphologic analyzers. In this work, we used several machine learning classifiers & a model. That will help to detect the Bangla bullying texts on social media. For this work, 11,000 Bangla texts have been collected from the comments section of political Facebook posts to make a new dataset and labelled the data as either bullied or not. This dataset has been used to train the machine learning classifier. The results indicate that Random Forest achieves superior accuracy of 91.08%.展开更多
Judging from the current situation,political stability will persist in Russia af-ter Yeltsin’s reelection.The answer lies in the following factors:* * * The basic state system has been established without signs ofany...Judging from the current situation,political stability will persist in Russia af-ter Yeltsin’s reelection.The answer lies in the following factors:* * * The basic state system has been established without signs ofany change on the horizon.In the course of reforms over the past five years,con-stitutional system,presidency and the multi-party system have all been in place.During the presidential election campaign,not a single party opposed the currentpolitical system.Therefore,no matter which party comes to power,there展开更多
基金supported by 2018 Foreign Student Education Management Research Project in Zhejiang Provincesupported by 2019 Zhejiang University Students'Science and Technology Innovation Activity Plan and Xinmiao Talent Plan(NO.2019R433001)。
文摘The purpose of this research mainly investigates the level of discourse guidance among international students in Zhejiang province.And the related level of aspects of politically conscious,political attitude,feedback,and discourse guidance are also investigated.408 Chinese university international students in Zhejiang province have involved in this study,and there is a medium level of politically conscious,high level of attitude,medium level of feedback,and low level of discourse guidance.Some discussions and suggestions are proposed.
文摘When someone threatens or humiliates another person online by sending those unpleasant messages or comments, this is known as Cyberbullying. Recently, Bangla text has been used much more often on social media. People communicate with others on social media through messages and comments. So bullies use social media as a rich environment to bully others, especially on political issues. Fights over Cyberbullying on political and social media posts are common today. Most of the time, it does a lot of damage. However, few works have been done for monitoring Bangla text on social media & no work has been done yet for detecting the bullying Bangla text on political issues due to the lack of annotated corpora and morphologic analyzers. In this work, we used several machine learning classifiers & a model. That will help to detect the Bangla bullying texts on social media. For this work, 11,000 Bangla texts have been collected from the comments section of political Facebook posts to make a new dataset and labelled the data as either bullied or not. This dataset has been used to train the machine learning classifier. The results indicate that Random Forest achieves superior accuracy of 91.08%.
文摘Judging from the current situation,political stability will persist in Russia af-ter Yeltsin’s reelection.The answer lies in the following factors:* * * The basic state system has been established without signs ofany change on the horizon.In the course of reforms over the past five years,con-stitutional system,presidency and the multi-party system have all been in place.During the presidential election campaign,not a single party opposed the currentpolitical system.Therefore,no matter which party comes to power,there
