An innovative approach to scheme learning map considering tradeoff multiple objectives
YS Lin, YC Chang, CP Chu - Journal of Educational Technology & Society, 2016 - JSTOR
An important issue in personalized learning is to provide learners with customized learning
according to their learning characteristics. This paper focused attention on scheming …
according to their learning characteristics. This paper focused attention on scheming …
Revealing at-risk learning patterns and corresponding self-regulated strategies via LSTM encoder and time-series clustering
Purpose This study aims to propose a learning pattern analysis method which can improve a
predictive model's performance, as well as discover hidden insights into micro-level learning …
predictive model's performance, as well as discover hidden insights into micro-level learning …
Personalized micro-learning support based on process mining
J Chen, Y Zhang, J Sun, Y Chen… - 2015 7th International …, 2015 - ieeexplore.ieee.org
Micro-Learning is a new leaning paradigm based on microblogging, e-mail or SMS, in which
an integral learning resource consists of a series of micro learning units that are dispersed …
an integral learning resource consists of a series of micro learning units that are dispersed …
Discovery of learning path based on bayesian network association rule algorithm
H Shen, T Liu, Y Zhang - International Journal of Distance Education …, 2020 - igi-global.com
This study aims to create learning path navigation for target learners by discovering the
correlation among micro-learning units. In this study, the learning path is defined as a …
correlation among micro-learning units. In this study, the learning path is defined as a …
Discovery of association rule of learning action based on Bayesian network
T Liu, Y Zhang, J Chen, H Shen - 2018 9th International …, 2018 - ieeexplore.ieee.org
In this study, we propose an approach based on Bayesian network to find the correlation of
learning actions in micro-learning. The correlations are then used to optimize learning path …
learning actions in micro-learning. The correlations are then used to optimize learning path …
Learning activity sharing and individualized recommendation based on dynamical correlation discovery
In this study, we concentrate on learning activity sharing and individualized recommendation
based on dynamical user correlations, in order to support and facilitate the web-based …
based on dynamical user correlations, in order to support and facilitate the web-based …