In the last decade, sentiment analysis has been widely applied in many domains, including
business, social networks and education. Particularly in the education domain, where …

In recent years, the rapid growth of online learning has highlighted the need for effective
methods to monitor and improve student experiences. Emotions play a crucial role in …

Students' feedback is an effective mechanism that provides valuable insights about teaching-
learning process. Handling opinions of students expressed in reviews is a quite labour …

Students' feedback is crucial for academic institutions in order to evaluate faculty
performance. Handling the qualitative opinions of students efficiently while automatic report …

Sentiment Analysis (SA) of text reviews is an emerging concern in Natural Language
Processing (NLP). It is a broadly active method for analyzing and extracting opinions from …

During the pandemic, when people needed to physically distance, social media platforms
have been one of the outlets where people expressed their opinions, thoughts, sentiments …

This paper presents a combination of machine learning and lexicon-based approaches for
sentiment analysis of students feedback. The textual feedback, typically collected towards …

In terms of social, psychological, physical, technological, and other elements, the
educational system is undergoing significant transformation. Today, education is becoming …

Student feedback is crucial for evaluating the performance of teachers and the quality of
teaching. Free-form text comments obtained from open-ended questions are seldom …

With more and more teaching learning activities being shifted to online mode, the education
system has seen a drastic paradigm shift in the recent times. Learner opinion has emerged …