Text mining in education

R Ferreira‐Mello, M André, A Pinheiro… - … : Data Mining and …, 2019 - Wiley Online Library
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

Educational Data Mining: A review of evaluation process in the e-learning

MW Rodrigues, S Isotani, LE Zarate - Telematics and Informatics, 2018 - Elsevier
Due to the growing interest in e-learning as an important process of teaching and learning,
new mechanisms to evaluate its pedagogical effectiveness are necessaries. This review …

Data-driven artificial intelligence in education: A comprehensive review

K Ahmad, W Iqbal, A El-Hassan, J Qadir… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
As education constitutes an essential development standard for individuals and societies,
researchers have been exploring the use of artificial intelligence (AI) in this domain and …

Progress, achievements, and challenges in multimodal sentiment analysis using deep learning: A survey

A Pandey, DK Vishwakarma - Applied Soft Computing, 2024 - Elsevier
Sentiment analysis is a computational technique that analyses the subjective information
conveyed within a given expression. This encompasses appraisals, opinions, attitudes or …

A sentiment analysis system to improve teaching and learning

S Rani, P Kumar - Computer, 2017 - ieeexplore.ieee.org
Natural language processing and machine learning can be applied to student feedback to
help university administrators and teachers address problematic areas in teaching and …

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 …

Impact of students evaluation of teaching: A text analysis of the teachers qualities by gender

K Okoye, A Arrona-Palacios… - International Journal of …, 2020 - Springer
Today, modern educational models are concerned with the development of the teacher-
student experience and the potential opportunities it presents. User-centric analyses are …

Sentiment analysis for Indian stock market prediction using Sensex and nifty

A Bhardwaj, Y Narayan, M Dutta - Procedia computer science, 2015 - Elsevier
From the last twenty years, the application of Internet based technologies had brought a
significant impact on the Indian stock market. Use of the Internet has eliminated the barriers …

A MapReduce opinion mining for COVID-19-related tweets classification using enhanced ID3 decision tree classifier

F Es-Sabery, K Es-Sabery, J Qadir… - IEEE …, 2021 - ieeexplore.ieee.org
Opinion Mining (OM) is a field of Natural Language Processing (NLP) that aims to capture
human sentiment in the given text. With the ever-spreading of online purchasing websites …

Assessing learners' satisfaction in collaborative online courses through a big data approach

G Elia, G Solazzo, G Lorenzo, G Passiante - Computers in Human Behavior, 2019 - Elsevier
Monitoring learners' satisfaction (LS) is a vital action for collecting precious information and
design valuable online collaborative learning (CL) experiences. Today's CL platforms allow …