篇名 |
Strategies for Monitoring and Managing Online Public Opinion in Universities Under the Background of Big Data
|
---|---|
並列篇名 | Strategies for Monitoring and Managing Online Public Opinion in Universities Under the Background of Big Data |
作者 | Ji-Cheng Yang、Xue-Meng Du |
英文摘要 | In response to the issue of some keywords not being logged in or having inaccurate semantics in current public opinion monitoring, this article uses an improved word segmentation method to extract semantic features. In response to the current issue of unable to control the emotional direction of public opinion comments in public opinion analysis, an emotion analysis model Bi_GRU is proposed for sentiment analysis. Finally, using students’ commonly used Weibo as a verification scenario, sensitive information such as “food safety” and “campus bullying” is screened to control the emotional direction of college students. The final proof is that the method proposed in this article can effectively supervise public opinion in a centralized environment and provide effective means for student management.
|
起訖頁 | 163-171 |
關鍵詞 | public opinion monitoring、big data、sentiment analysis |
刊名 | 電腦學刊 |
期數 | 202312 (34:6期) |
DOI |
|
QR Code | |
該期刊 上一篇
| Research on Three Common Fault Diagnosis Methods for AC Asynchronous Motors Based on Deep Learning |
該期刊 下一篇
| Research on Control Strategy of Two Arm Collaborative Robot Based on Vision |