基于自然语言处理技术的学生情感分析系统的设计与实现

Design and implementation of student emotion analysis system based on natural language processing technology

该项目旨在通过主流信息平台收集某高职院校学生的文本信息,并利用成熟的自然语言处理(NLP)技术进行情感分析。通过这一分析,可以为教师提供学生个体或群体的情感倾向分析结果,帮助他们更好地了解学生的情况。同时,这些情感分析结果还可以为学校决策提供参考依据,为校方提供更全面的数据支持。这样的信息处理和分析将有助于提高学校教学管理的效率和质量。

The project aims to collect the text information of students in a vocational college through the mainstream information platform,and use mature Natural Language Processing(NLP)technology to conduct emotional analysis.Through this analysis,teachers can provide results on the emotional tendencies of individual or group students,helping them better understand their situation.At the same time,these emotional analysis results can also provide reference basis for school decision-making and provide more comprehensive data support for the school.Such information processing and analysis will help improve the efficiency and quality of school teaching management.