Unveiling Sentiment Analysis: Exploring Techniques and Navigating Challenges

M Rautela, B Tewari, A Mittal… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Sentiment Analysis is analyzing text and extracting information like negative or positive
opinion. It is also known as opinion mining. Due to the increase in social media usage …

An efficient approach for textual data classification using deep learning

A Alqahtani, H Ullah Khan, S Alsubai, M Sha… - Frontiers in …, 2022 - frontiersin.org
Text categorization is an effective activity that can be accomplished using a variety of
classification algorithms. In machine learning, the classifier is built by learning the features of …

A Deep Learning Model for Student Sentiment Analysis on Course Reviews

H Shuqin, RC Raga - IEEE Access, 2024 - ieeexplore.ieee.org
The learning status of students directly influences their learning outcomes. Course
evaluations by students offer valuable insights into the effectiveness of teaching …

WETM: A word embedding-based topic model with modified collapsed Gibbs sampling for short text

J Rashid, J Kim, A Hussain, U Naseem - Pattern Recognition Letters, 2023 - Elsevier
Short texts are a common source of knowledge, and the extraction of such valuable
information is beneficial for several purposes. Traditional topic models are incapable of …