Online Learning: trends, issues and challenges in the Big Data Era

M Anshari, Y Alas, NPH Sabtu… - Journal of E-learning and …, 2016 - learntechlib.org
… This paper aims to suggest future directions in online learning systems using the concept
of big data deployment based on the current Internet behaviour of people in Brunei. …

Developing online learning resources: Big data, social networks, and cloud computing to support pervasive knowledge

M Anshari, Y Alas, LS Guan - Education and Information Technologies, 2016 - Springer
Online learning systems enhance instructors and students to … to learning systems is changing
the sources of online learning materials, with students getting more control of their learning

A privacy-preserving distributed contextual federated online learning framework with big data support in social recommender systems

P Zhou, K Wang, L Guo, S Gong… - … on Knowledge and Data …, 2019 - ieeexplore.ieee.org
… distributed online learning systems as follows: 3) DUCB: As a distributed online learning
system, it … 4) Poo-Loc: It is an MCTS distributed online learning system using POO in [13] without …

Analysis of student behavior in learning management systems through a Big Data framework

M Cantabella, R Martínez-España, B Ayuso… - … Computer Systems, 2019 - Elsevier
big data technologies to analyze large volumes of data from events generated in the use of
every learninge-learning systems in the higher education context: An empirical investigation …

An introduction to key technology in artificial intelligence and big data driven e-learning and e-education

P Gao, J Li, S Liu - Mobile Networks and Applications, 2021 - Springer
… The modal breaks geographical boundaries between schools and enterprises to build the
through-through experimental teaching course system based on artificial intelligence and …

A framework for big data analysis in smart cities

H Elhoseny, M Elhoseny, AM Riad… - … machine learning …, 2018 - Springer
… adapt the traditional e-learning systems to be suitable for … a conceptual model for Big Data
learning Analytics platform. … of applying the smart learning in Big Data and Internet of Things …

Differentially private online learning for cloud-based video recommendation with multimedia big data in social networks

P Zhou, Y Zhou, D Wu, H Jin - IEEE transactions on multimedia, 2016 - ieeexplore.ieee.org
… We integrate exponential mechanism and Laplace mechanism simultaneously into distributed
learning systems. We guarantee ε-differential privacy while not coming at substantial ex…

Machine learning on big data: Opportunities and challenges

L Zhou, S Pan, J Wang, AV Vasilakos - Neurocomputing, 2017 - Elsevier
… for online learningOnline learning is used when it is computationally infeasible to train
over the entire dataset and/or when the data is being generated over time and a learning system

Recommender system for big data in education

S Dwivedi, VSK Roshni - … on E-Learning & E-Learning …, 2017 - ieeexplore.ieee.org
system techniques for big data, generated from educational sector. The system discussed in
this paper uses big dataeducation system and process. The suggestions generated by such …

Big data systems meet machine learning challenges: towards big data science as a service

R Elshawi, S Sakr, D Talia, P Trunfio - Big data research, 2018 - Elsevier
… The main focus of Tensorflow is to simplify the real-world use of machine learning system
and significantly reducing the maintenance burdens. TFX [64] has been presented by Google …