Learning analytics

Multimodal Learning Analytics and Education Data Mining: using computational technologies to measure complex learning tasks

Paulo Blikstein, Marcelo Worsley

Citations: 438 • 2016

Multimodal learning analytics

Paulo Blikstein

Citations: 265 • 2013

Learning Analytics for Investigating the Mind Map-Guided AI Chatbot Approach in an EFL Flipped Speaking Classroom

Chi-Jen Lin, Husni Mubarok

Citations: 125 • 2021

Human learning and learning analytics in the age of artificial intelligence

Andreja Istenič Starčič

Citations: 57 • 2019

Smart Pedagogy for Smart Universities

Vladimir L. Uskov, Jeffrey P. Bakken, Archana Penumatsa, Colleen Heinemann, Rama Rachakonda

Citations: 55 • 2017

Behavioral-pattern exploration and development of an instructional tool for young children to learn AI

Ting‐Chia Hsu, Hal Abelson, Natalie Lao, Yu-Han Tseng, Yi-Ting Lin

Citations: 48 • 2021

Systematic Review on Which Analytics and Learning Methodologies Are Applied in Primary and Secondary Education in the Learning of Robotics Sensors

Daniel Amo-Filvà, Paul Fox, David Fonseca, César Poyatos

Citations: 46 • 2020

Many are the ways to learn identifying multi-modal behavioral profiles of collaborative learning in constructivist activities

Jauwairia Nasir, Aditi Kothiyal, Barbara Bruno, Pierre Dillenbourg

Citations: 43 • 2021

Developing an early-warning system through robotic process automation: Are intelligent tutoring robots as effective as human teachers?

Yung-Hsiang Hu, Jo Shan Fu, Hui‐Chin Yeh

Citations: 42 • 2023

Using Multimodal Learning Analytics to Identify Aspects of Collaboration in Project-Based Learning

Daniel Spikol, Emanuele Ruffaldi, Mutlu Cukurova

Citations: 42 • 2017

Identification of the Students Learning Process During Education Robotics Activities

David Scaradozzi, Lorenzo Cesaretti, Laura Screpanti, Eleni Mangina

Citations: 27 • 2020

Higher Education Disruption Through IoT and Big Data: A Conceptual Approach

Fernando Moreira, Maria João Ferreira, Abílio Cardoso

Citations: 25 • 2017

Beyond STEM, How Can Women Engage Big Data, Analytics, Robotics and Artificial Intelligence? An Exploratory Analysis of Confidence and Educational Factors in the Emerging Technology Waves Influencing the Role of, and Impact Upon, Women

Yana Samuel, Jean George, Jim Samuel

Citations: 14 • 2020

The review of educational robotics research and the need for real-world interaction analysis

Nicholas Wong, Esyin Chew

Citations: 12 • 2016

Automatic Analytics Model for Learning Skills Analysis Using Game Player Data and Robotic Process Automation in a Serious Game for Education

Radwan Qasrawi, Malak Amro, Rashid Jayousi

Citations: 8 • 2020

Machine Learning for modelling and identification of Educational Robotics activities

David Scaradozzi, Laura Screpanti, Lorenzo Cesaretti

Citations: 4 • 2021

Objectively measuring learning outcomes of information technology-assisted training courses

Gerald Schneikart, Walter Mayrhofer

Citations: 3 • 2022

Personalized College English Learning Based on Artificial Intelligence: Algorithm-Driven Adaptive Learning Method

Zhaoxing Zhou, Wenzhen Li

Citations: 3 • 2024

Supporting Robotics Education in STEM with Learning Analytics

Daniel Spikol, Anna Friesel, H. Ehrenberg

Citations: 3 • 2016

Technology enhanced learning in Medical Education: What’s new, what’s useful, and some important considerations

Poh Sun Goh

Citations: 3 • 2016