Visual learning analytics of educational data: A systematic literature review and research agenda

C Vieira, P Parsons, V Byrd - Computers & Education, 2018 - Elsevier
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

A teacher-facing learning analytics dashboard for process-oriented feedback in online learning

RA Dourado, RL Rodrigues, N Ferreira… - … Learning Analytics and …, 2021 - dl.acm.org
In online learning, teachers need constant feedback about their students' progress and
regulation needs. Learning Analytics Dashboards for process-oriented feedback can be a …

Key principles for workforce upskilling via online learning: a learning analytics study of a professional course in additive manufacturing

K Peppler, J Huang, MC Richey, M Ginda… - arXiv preprint arXiv …, 2020 - arxiv.org
Effective adoption of online platforms for teaching, learning, and skill development is
essential to both academic institutions and workplaces. Adoption of online learning has …

Promoting low-achieving students' epistemic understanding of discourse: a video-based visual learning analytics approach

Y Tong, C Yang, P Wang, G Chen - Interactive Learning …, 2024 - Taylor & Francis
This study examined fostering low-achieving students' epistemic understanding of discourse
in knowledge building classrooms using video-based visual learning analytics. The …

RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship

M Xia, Y Zhao, J Hong, MH Erol, T Kim… - Proceedings of the Ninth …, 2022 - dl.acm.org
With the rise of the gig economy, online language tutoring platforms are becoming
increasingly popular. These platforms provide temporary and flexible jobs for native …

Analysis of clustering algorithms for group discovery in a web-based intelligent tutoring system

D Bunić, I Jugo, B Kovačić - 2019 42nd International …, 2019 - ieeexplore.ieee.org
DITUS is a web-based intelligent tutoring system developed and used at our institution as an
additional learning platform. To make the system even more adaptive we expanded its …

A Method for Automatic Selection and Interpretation of Student Clustering Models According to Their Activity on E-Learning System

I Jugo, B Kovačić - Central European Conference on …, 2017 - search.proquest.com
The paper proposes a method that is part of a new, extended architecture of our web-based
intelligent tutoring system (ITS). It was developed to provide hints to students during learning …

Using Visualization to Understand the Problem-Solving Processes of Elementary Students in a Computer-Assisted Math Learning Program

S Wei - 2020 - search.proquest.com
Abstract CAL (Computer Assisted Learning) programs are widespread today in schools and
families due to the effectiveness of CAL programs in improving students' learning and task …

[PDF][PDF] A Method for Automatic Selection and Interpretation of Student Clustering Models

I Jugo, B Kovačić - researchgate.net
The paper proposes a method that is part of a new, extended architecture of a web-based
intelligent tutoring system developed for the purpose of improving the system's adaptivity …

[引用][C] A heuristic method for curriculum planning based on students' interest

B Behkamal, BB Haghighi, AT Haghighi