Learning path personalization and recommendation methods: A survey of the state-of-the-art

AH Nabizadeh, JP Leal, HN Rafsanjani… - Expert Systems with …, 2020 - Elsevier
A learning path is the implementation of a curriculum design. It consists of a set of learning
activities that help users achieve particular learning goals. Personalizing these paths …

An improved adaptive learning path recommendation model driven by real-time learning analytics

NS Raj, VG Renumol - Journal of Computers in Education, 2024 - Springer
The advancements in the education sector made e-learning more popular in recent years.
The velocity of learning content creation and its availability is also growing exponentially day …

What Exactly is a Laboratory in Computer Science?

M Soll - 2023 IEEE Global Engineering Education Conference …, 2023 - ieeexplore.ieee.org
This work presents a large scale literature review on the question of what a laboratory in
computer science is. This question arises since computer science has different traditions …

Personalized learning in a virtual hands-on lab platform for computer science education

Y Deng, D Lu, CJ Chung, D Huang… - 2018 IEEE frontiers in …, 2018 - ieeexplore.ieee.org
This Innovate Practice full paper presents a cloud-based personalized learning lab platform.
Personalized learning is gaining popularity in online computer science education due to its …

Knowledge graph based learning guidance for cybersecurity hands-on labs

Y Deng, D Lu, D Huang, CJ Chung, F Lin - Proceedings of the ACM …, 2019 - dl.acm.org
Hands-on practice is a critical component of cybersecurity education. Most of the existing
hands-on exercises or labs materials are usually managed in a problem-centric fashion …

个性化学习推荐研究综述.

吴正洋, 汤庸, 刘海 - … of Frontiers of Computer Science & …, 2022 - search.ebscohost.com
个性化学习推荐是智能学习的一个研究领域, 其目标是在学习平台上给特定学习者提供有效学习
资源, 从而提升学习积极性与学习效果. 虽然现有的推荐方法已被广泛用于教学场景 …

Building an IT Security Laboratory for Complex Teaching Scenarios Using 'Infrastructure as Code'

M Soll, H Helmken, M Belde… - 2023 IEEE Global …, 2023 - ieeexplore.ieee.org
There are increasing demands for IT security education which could be partly met by easier
access to IT security laboratories. This paper proposes the use of 'Infrastructure as …

Neocyberkg: Enhancing cybersecurity laboratories with a machine learning-enabled knowledge graph

Y Deng, Z Zeng, D Huang - Proceedings of the 26th ACM Conference on …, 2021 - dl.acm.org
The hands-on lab is a critical component of cybersecurity education. There lacks of a
coherent way to manage existing labs to provide a practical learning plan for learners in the …

Fully Individualized Curriculum with Decaying Knowledge, a New Hard Problem: Investigation and Recommendations

A Lebis, J Humeau, A Fleury, F Lucas… - International Journal of …, 2023 - Springer
The personalization of curriculum plays a pivotal role in supporting students in achieving
their unique learning goals. In recent years, researchers have dedicated efforts to address …

Improving student learning performance in a virtual hands-on lab system in cybersecurity education

Z Zeng, Y Deng, IH Hsiao, D Huang… - 2018 IEEE Frontiers in …, 2018 - ieeexplore.ieee.org
This Research Work in Progress paper presents a study on improving student learning
performance in a virtual hands-on lab system in cybersecurity education. As the demand for …