A comprehensive survey on sentiment analysis: Approaches, challenges and trends

M Birjali, M Kasri, A Beni-Hssane - Knowledge-Based Systems, 2021 - Elsevier
Sentiment analysis (SA), also called Opinion Mining (OM) is the task of extracting and
analyzing people's opinions, sentiments, attitudes, perceptions, etc., toward different entities …

A Hybrid Bio-inspired Fuzzy Feature Selection Approach for Opinion Mining of Learner Comments

D Jatain, M Niranjanamurthy, P Dayananda - SN Computer Science, 2024 - Springer
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 …

A novel adaptive e-learning model based on Big Data by using competence-based knowledge and social learner activities

M Birjali, A Beni-Hssane, M Erritali - Applied Soft Computing, 2018 - Elsevier
The e-learning paradigm is becoming one of the most important educational methods, which
is a decisive factor for learning and for making learning relevant. However, most existing e …

[HTML][HTML] An exploration of the causal factors making an online course content popular & engaging

D Jatain, V Singh, N Dahiya - International Journal of Information …, 2023 - Elsevier
An education system consists of imparting knowledge, assessing the learners, collecting
feedback, analysing it, and taking proper measures to improve it. All these measures …

Big data for online learning systems

K Dahdouh, A Dakkak, L Oughdir… - Education and Information …, 2018 - Springer
In recent years, Online learning systems have met big challenges, especially due to rapid
changes in technology, the gigantic amounts of data to be stored and manipulated, the large …

Design of education information platform on education big data visualization

P Wang, P Zhao, Y Li - Wireless Communications and Mobile …, 2022 - Wiley Online Library
Big data visualization in education plays an essential role in understanding and uncovering
complex educational laws and is increasingly becoming an essential topic in the current …

Using neural network for the evaluation of physical education teaching in colleges and universities

Q Han - Soft Computing, 2022 - Springer
Teaching evaluation is a crucial measure to improve the quality of education. It is essential
to formulate a scientific and reasonable evaluation system for teaching in colleges and …

Deep learning for a smart e-learning system

A Chanaa, N El Faddouli - … of the 2nd International Conference on Smart …, 2018 - dl.acm.org
E-learning is the process of learning, educating, or training using web-based technologies.
With the extensive use of such means, a tremendous amount of data are generated. The …

Improving online education using big data technologies

K Dahdouh, A Dakkak, L Oughdir… - The role of technology in …, 2020 - books.google.com
In a world in full digital transformation, where new information and communication
technologies are constantly evolving, the current challenge of Computing Environments for …

Big data-assisted recommendation of personalized learning resources and teaching decision support

S Huiji - International Journal of Emerging Technologies in …, 2022 - learntechlib.org
The evaluation of personalized learning features can perceive the features of learning
behaviors intelligently, and provide direct, reliable decision support for promoting …