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Text mining in education
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 …
data, specially in text format from forums, chats, social networks, assessments, essays …
Educational Data Mining: A review of evaluation process in the e-learning
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 …
new mechanisms to evaluate its pedagogical effectiveness are necessaries. This review …
Data-driven artificial intelligence in education: A comprehensive review
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 …
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 …
conveyed within a given expression. This encompasses appraisals, opinions, attitudes or …
A sentiment analysis system to improve teaching and learning
Natural language processing and machine learning can be applied to student feedback to
help university administrators and teachers address problematic areas in teaching and …
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 …
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
Today, modern educational models are concerned with the development of the teacher-
student experience and the potential opportunities it presents. User-centric analyses are …
student experience and the potential opportunities it presents. User-centric analyses are …
Sentiment analysis for Indian stock market prediction using Sensex and nifty
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 …
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 …
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
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 …
design valuable online collaborative learning (CL) experiences. Today's CL platforms allow …