Do individual characteristics affect online learning behaviors? An analysis of learners sequential patterns

A Çebi, RD Araújo, P Brusilovsky - Journal of Research on …, 2023 - Taylor & Francis
Online learning systems allow learners to freely access learning contents and record their
interactions throughout their engagement with the content. By using data mining techniques …

Logfile analyses of successful and unsuccessful strategy use in complex problem-solving: A cross-national comparison study

H Wu, G Molnár - European Journal of Psychology of Education, 2021 - Springer
The purpose of this study is to examine cross-national differences in students' exploration
strategies in a computer-simulated CPS (complex problem-solving) environment and to …

[HTML][HTML] Prediction of user temporal interactions with online course platforms using deep learning algorithms

J Ren, S Wu - Computers and Education: Artificial Intelligence, 2023 - Elsevier
The analysis of learning interactions during online studying is a necessary task for designing
online courses and sequencing key interactions, which enables online learning platforms to …

“Anything taking shape?” Capturing various layers of small group collaborative problem solving in an experiential geometry course in initial teacher education

J Pöysä-Tarhonen, P Häkkinen, P Tarhonen… - Instructional …, 2022 - Springer
Collaborative problem solving (CPS) is widely recognized as a prominent 21st-century skill
to be mastered. Until recently, research on CPS has often focused on problem solution by …

Building an online learning module for satellite remote sensing applications in hydrologic science

V Maggioni, M Girotto, E Habib, MA Gallagher - Remote Sensing, 2020 - mdpi.com
This article presents an online teaching tool that introduces students to basic concepts of
remote sensing and its applications in hydrology. The learning module is intended for …

The Sequence Matters in Learning-A Systematic Literature Review

M Valle Torre, C Oertel, M Specht - … of the 14th Learning Analytics and …, 2024 - dl.acm.org
Describing and analysing learner behaviour using sequential data and analysis is becoming
more and more popular in Learning Analytics. Nevertheless, we found a variety of definitions …

IDEARR Model for STEM Education—A Framework Proposal

D Aguilera, JL Lupiáñez, FJ Perales-Palacios… - Education …, 2024 - mdpi.com
This article proposes a theoretical framework for STEM education. It begins by determining
the epistemological (based on the Model of Educational Reconstruction and General …

[PDF][PDF] АНАЛИЗ ПРИМЕНЯЕМЫХ МЕТОДОВ ОБРАБОТКИ ОБРАЗОВАТЕЛЬНЫХ ДАННЫХ

ЕЮ КУНЦ, ПС ЛОЖНИКОВ… - … УрФО. Безопасность в …, 2023 - info-secur.ru
синтеза накопленного объема знаний, с целью выявления общих признаков, по
которым можно определить будущие тренды развития области анализа …

Are Sequential Patterns Shareable? Ensuring Individuals' Privacy

M Nunez-del-Prado, J Salas, H Alatrista-Salas… - … Conference on Modeling …, 2021 - Springer
Individuals' actions like smartphone usage, internet shopping, bank card transaction,
watched movies can all be represented in form of sequences. Accordingly, these sequences …

Mining sequential pattern for online shopping recommendation system using prefix span algorithm

R Bharathi, A Juliet, ML Valarmathi - AIP Conference Proceedings, 2023 - pubs.aip.org
Online shopping has earned a huge popularity nowadays. E-commerce companies tries to
bridge the needs of producers and customers. Recommendation system is a one of the …