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 …

Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy

A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …

Investigating the affordances of a CAD enabled learning environment for promoting integrated STEM learning

C Dasgupta, AJ Magana, C Vieira - Computers & Education, 2019 - Elsevier
There has been an increased emphasis on designing integrated STEM learning
environments for K-12 students that facilitate seamless learning of disciplinary concepts …

The honeycomb of engineering framework: Philosophy of engineering guiding precollege engineering education

Ş Purzer, J Quintana‐Cifuentes… - Journal of Engineering …, 2022 - Wiley Online Library
Background Understanding the nature of engineering is important for shaping engineering
education, especially precollege education. While much research has established the …

Automatic assessment of students' engineering design performance using a Bayesian network model

W Xing, C Li, G Chen, X Huang… - Journal of …, 2021 - journals.sagepub.com
Integrating engineering design into K-12 curricula is increasingly important as engineering
has been incorporated into many STEM education standards. However, the ill-structured …

Exploring factors that influence collaborative problem solving awareness in science education

L Chen, K Inoue, Y Goda, F Okubo, Y Taniguchi… - Technology, Knowledge …, 2020 - Springer
This study designed a science course following collaborative problem solving (CPS)
processes, and examined the effect on students' CPS awareness. The Limnic Eruption CPS …

What sets proficient and expert users apart? Results of a Computer-Aided Design experiment

Y Deng, J Chen, A Olechowski - Journal of …, 2024 - asmedigitalcollection.asme.org
As computer-aided design (CAD) tools have become an essential aspect of modern
mechanical engineering design, the demand for CAD experts has increased significantly …

Aligning classroom assessment with engineering practice: A design‐based research study of a two‐stage exam with authentic assessment

MD Koretsky, CJ McColley, JL Gugel… - Journal of …, 2022 - Wiley Online Library
Background Authentic assessment and two‐stage exams have recently received attention;
however, they are rarely used together. We reimagine assessment by integrating an …

Using multimodal learning analytics to study collaboration on discussion groups: A social network approach

F Riquelme, R Munoz, R Mac Lean, R Villarroel… - Universal Access in the …, 2019 - Springer
Nowadays, companies and organizations require highly competitive professionals that have
the necessary skills to confront new challenges. However, current evaluation techniques do …

Using learning analytics to support students' engineering design: the angle of prediction

W Xing, B Pei, S Li, G Chen, C Xie - Interactive Learning …, 2023 - Taylor & Francis
Engineering design plays an important role in education. However, due to its open nature
and complexity, providing timely support to students has been challenging using the …