Sentiment analysis and opinion mining on educational data: A survey

no code implementations • 8 Feb 2023 • Thanveer Shaik, Xiaohui Tao, Christopher Dann, Haoran Xie, Yan Li, Linda Galligan

In the education sector, opinion mining is used to listen to student opinions and enhance their learning-teaching practices pedagogically.

Decision Making Negation +4

A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis

no code implementations • 20 Jan 2023 • Thanveer Shaik, Xiaohui Tao, Yan Li, Christopher Dann, Jacquie Mcdonald, Petrea Redmond, Linda Galligan

Research community approaches to extract the semantic meaning of emoticons and special characters in feedback which conveys user opinion and challenges in adopting NLP in education are explored.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +2