Sentiment analysis and Feedback Evaluation

机译：情感分析和反馈评估

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摘要

Feedback Evaluation is a necessary part of any institute to maintain and monitor the academic quality of the system. Traditionally, a questionnaire based system is used to evaluate the performance of teachers of an institute. Here, we propose an automatic evaluation system based on sentiment analysis, which shall be more versatile and meaningful than existing system. In our proposed system, feedback is collected in the form of running text and sentiment analysis is performed to identify important aspects along with the orientations using supervised and semi supervised machine learning techniques.

机译：反馈评估是任何研究所的必要部分，以维持和监测系统的学术素质。传统上，基于问卷的系统用于评估研究所教师的表现。在这里，我们提出了一种基于情感分析的自动评估系统，它比现有系统更加多样化和有意义。在我们提出的系统中，以运行文本的形式收集反馈，并进行情绪分析，以确定重要方面以及使用监督和半监督机器学习技术的方向。

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《IEEE International Conference in MOOCs, Innovation and Technology in Education》|2015年||共4页
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作者
Alok Kumar; Renu Jain;
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正文语种
中图分类教育;
关键词
Feedback Analysis; Machine learning; Sentiment Analysis; Text Mining;

机译：反馈分析;机器学习;情绪分析;文本挖掘;

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专利

1. Evaluation of Student Feedback Within a MOOC Using Sentiment Analysis and Target Groups [J] . Karsten Lundqvist, Tharindu Liyanagunawardena, Louise Starkey International Review of Research in Open and Distributed Learning . 2020,第3期

机译：利用情感分析和目标群体评估MOOC内的学生反馈
2. Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining [J] . Pong-Inwong Chakrit, Songpan Wararat International journal of machine learning and cybernetics . 2019,第8期

机译：基于关联挖掘的情感短语模式匹配（SPPM）在教学评估中的情感分析
3. Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining [J] . Pong-Inwong Chakrit, Songpan Wararat International journal of machine learning and cybernetics . 2019,第8期

机译：基于协会挖掘的情绪短语模式匹配（SPPM）教学评估的情感分析
4. Using Feedback Tags and Sentiment Analysis to Generate Sharable Learning Resources Investigating Automated Sentiment Analysis of Feedback Tags in a Programming Course [C] . Cummins Stephen, Burd Liz, Hatch Andrew 10th IEEE International Conference on Advanced Learning Technologies . 2010

机译：使用反馈标签和情感分析生成可共享的学习资源调查编程课程中反馈标签的自动情感分析
5. Sentiment Analysis Study with an Emphasis on the Integration of Different Statement Polarities and the Evaluation of the Resulting Sentiments [D] . Braddy, Shawn. 2016

机译：情感分析研究，着重于不同陈述极性的整合和对情感的评价
6. Building and evaluating resources for sentiment analysis in the Greek language [O] . Adam Tsakalidis, Symeon Papadopoulos, Rania Voskaki, -1

机译：建立和评估用于希腊语情感分析的资源
7. Evaluation of student feedback within a MOOC using sentiment analysis and target groups [O] . Karsten Lundqvist, T Liyanagunawardena, Anne Starkey 2020

机译：利用情感分析和目标群体评估MOOC内的学生反馈

Sentiment analysis and Feedback Evaluation

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