Advancing teacher technology education using open-ended learning environments as research and training platforms

EG Poitras, T Doleck, L Huang, S Li… - Australasian Journal of …, 2017 - ajet.org.au
A primary concern of teacher technology education is for pre-service teachers to develop a
sophisticated mental model of the affordances of technology that facilitates both teaching …

Adapting gamified learning systems using educational data mining techniques

LF Daghestani, LF Ibrahim… - Computer …, 2020 - Wiley Online Library
Artificial intelligence (AI) provides opportunities to improve the effectiveness of e‐learning by
increasing students' engagement. Adaptive e‐learning uses AI to support individual learners …

Analyzing learner and instructor interactions within learning management systems: Approaches and examples

M Recker, JE Lee - Learning, Design, and Technology: An International …, 2023 - Springer
Institutions of higher education are increasingly turning to learning management systems
(LMSs) to help support their instructional missions. An LMS provides features to support …

Analysis of students' learning and psychological features by contrast frequent patterns mining on academic performance

J Kong, J Han, J Ding, H Xia, X Han - Neural Computing and Applications, 2020 - Springer
In recent years, data mining techniques have been widely applied in education. However,
studies on analyzing the similarity or difference of the same learning pattern in different …

[PDF][PDF] What do studies of learning analytics reveal about learning and instruction? A systematic literature review

JE Lee, M Recker - Learning, design, and technology, 2018 - researchgate.net
With the rapid growth of online education and accompanying digital clickstream data,
research on learning analytics has increased rapidly in the last several years (Baker & …

[图书][B] The impact of cognitive load theory and multimedia learning principles upon the learning experience of undergraduate accounting and finance students

H Morgan - 2022 - search.proquest.com
This study examines the development (through focus groups) and evaluation on learning
outcome (though cluster/regression analysis of online access and related data) of a blended …

[PDF][PDF] Data mining and gamification techniques in adaptive e-learning: promises and challenges

RS Al-Towirgi, LF Daghestani… - International Journal of …, 2018 - researchgate.net
ABSTRACT Educational Data Mining EDM is an emerging discipline. It concerned with
extracting useful information from large educational data. It serves education improving by …

The Nature and Extent of Instructors' Use of Learning Analytics in Higher Education to Inform Teaching and Learning

JL King - 2017 - search.proquest.com
The utilization of learning analytics to support teaching and learning has emerged as a
newer phenomenon combining instructor-oriented action research, the mining of …

RELATIONSHIP BETWEEN THE USE OF THE VIRTUAL CAMPUS (MOODLE) AND ACADEMIC PERFORMANCE: FIRST-YEAR STUDENT PROFILES

P Aparicio-Chueca, X Triadó-Ivern… - INTED2023 …, 2023 - library.iated.org
Is the use of learning management systems (LMS) related to improved academic
performance? Does LMS help equally to all students or can groups be identified within …

Tipologías de estudiantes de Fisioterapia según el uso que hacen del campus virtual

MPÁ Vázquez, A Álvarez-Méndez… - Revista d'Innovació …, 2020 - revistes.ub.edu
Presentem en aquest article els resultats obtinguts un cop processats els registres de l'espai
virtual creat a la plataforma Moodle per a l'assignatura “Anatomía Humana III”, del grau en …