Mining opinions from instructor evaluation reviews: a deep learning approach

A Onan - Computer Applications in Engineering Education, 2020 - Wiley Online Library
Student evaluations of teaching (SET) provides potentially essential source of information to
achieve educational quality objectives of higher educational institutions. The findings can be …

Sentiment analysis on product reviews based on weighted word embeddings and deep neural networks

A Onan - Concurrency and computation: Practice and …, 2021 - Wiley Online Library
Sentiment analysis is one of the major tasks of natural language processing, in which
attitudes, thoughts, opinions, or judgments toward a particular subject has been extracted …

Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion

A Abdi, SM Shamsuddin, S Hasan, J Piran - Information Processing & …, 2019 - Elsevier
Sentiment analysis concerns the study of opinions expressed in a text. Due to the huge
amount of reviews, sentiment analysis plays a basic role to extract significant information …

[PDF][PDF] Weakly-Supervised Deep Learning for Customer Review Sentiment Classification.

Z Guan, L Chen, W Zhao, Y Zheng, S Tan, D Cai - IJCAI, 2016 - ijcai.org
Sentiment analysis is one of the key challenges for mining online user generated content. In
this work, we focus on customer reviews which are an important form of opinionated content …

[HTML][HTML] Sentiment analysis and opinion mining on educational data: A survey

T Shaik, X Tao, C Dann, H Xie, Y Li… - Natural Language …, 2023 - Elsevier
Sentiment analysis AKA opinion mining is one of the most widely used NLP applications to
identify human intentions from their reviews. In the education sector, opinion mining is used …

Intelligent sentiment analysis approach using edge computing‐based deep learning technique

H Sankar, V Subramaniyaswamy… - Software: Practice …, 2020 - Wiley Online Library
Sentiment analysis and opinion mining has become a major tool for collecting information
from customer reviews on user sentiments and emotions, especially for online video …

Sentiment analysis on a set of movie reviews using deep learning techniques

K Chakraborty, S Bhattacharyya, R Bag… - Social network …, 2018 - books.google.com
Sentiment analysis is the area which deals with judgments, responses as well as feelings,
which is generated from texts, being extensively used in fields like data mining, web mining …

Aspect-based opinion mining on student's feedback for faculty teaching performance evaluation

I Sindhu, SM Daudpota, K Badar, M Bakhtyar… - IEEE …, 2019 - ieeexplore.ieee.org
Students' feedback is crucial for academic institutions in order to evaluate faculty
performance. Handling the qualitative opinions of students efficiently while automatic report …

Sentiment classification and aspect-based sentiment analysis on yelp reviews using deep learning and word embeddings

ES Alamoudi, NS Alghamdi - Journal of Decision Systems, 2021 - Taylor & Francis
Opinion mining has significantly supported knowledge and decision-making. This research
analysed the content of online reviews including the text of reviews and their rankings. The …

Opinion mining and emotion recognition applied to learning environments

MLB Estrada, RZ Cabada, RO Bustillos… - Expert Systems with …, 2020 - Elsevier
This paper presents a comparison among several sentiment analysis classifiers using three
different techniques–machine learning, deep learning, and an evolutionary approach called …