Identifying Students' Learning Patterns in Online Learning Environments: A Literature Review

M Ali, NS Ashaari, SM Noor… - International Journal of …, 2022 - learntechlib.org
Digital learning environments have offered new opportunities to stream educational
materials such as courses, educational videos, forums and provide outcomes of the …

Decision tree modeling of wheel-spinning and productive persistence in skill builders

S Kai, MV Almeda, RS Baker… - Journal of …, 2018 - jedm.educationaldatamining.org
Research on non-cognitive factors has shown that persistence in the face of challenges
plays an important role in learning. However, recent work on wheel-spinning, a type of …

Ineffective Learning Behaviors and Their Psychological Mechanisms among Adolescents in Online Learning: A Narrative Review

J Li, L Fang, Y Liu, J Xie, X Wang - Behavioral Sciences, 2024 - mdpi.com
During the COVID-19 pandemic, many countries and regions experienced a surge in online
learning, but the public complained about and questioned its effectiveness. One of the most …

Grit and learning: Understanding the sequential learning behaviours in snap!

M Gao, J Zhang, Y Lu, K Kahn… - Journal of Computer …, 2023 - Wiley Online Library
Background As a noncognitive trait, grit plays an important role in human learning.
Although students higher in grit are more likely to perform well on tests, how they learn in the …

[PDF][PDF] The implications of a subtle difference in the calculation of affect dynamics

S Karumbaiah, J Andres, AF Botelho… - … for Computers in …, 2018 - researchgate.net
D'Mello and Graesser's (2012) highly-cited model of affect dynamics proposes a sequence
of theoretically-grounded transitions between affective states during learning. However …

Cracking the code of learning gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge

AF Zambrano, A Barany, J Ocumpaugh… - International Conference …, 2023 - Springer
Prior research has shown that digital games can enhance STEM education by providing
learners with immersive and authentic scientific experiences. However, optimizing the …

Early detection of wheel-spinning in ASSISTments

Y Wang, S Kai, RS Baker - … Conference, AIED 2020, Ifrane, Morocco, July 6 …, 2020 - Springer
Persistence is a crucial trait for learners. However, a common issue in mastery learning is
that persistence is not always productive, a construct termed wheel-spinning. In this paper …

Towards practical detection of unproductive struggle

SE Fancsali, K Holstein, M Sandbothe, S Ritter… - Artificial Intelligence in …, 2020 - Springer
Extensive literature in artificial intelligence in education focuses on developing automated
methods for detecting cases in which students struggle to master content while working with …

Identifying students' persistence profiles in problem solving task

CE Dumdumaya, MP Banawan… - adjunct publication of the …, 2018 - dl.acm.org
This study explores task persistence in the context of Learning by Teaching. Using features
extracted from students' interaction logs, a centroid based clustering algorithm derived two …

Wheel-spinning models in a novice programming context

RM Flores, MMT Rodrigo - Journal of Educational Computing …, 2020 - journals.sagepub.com
Wheel-spinning refers to the failure to master a skill in a timely manner or after a
considerable number of practice opportunities. Several past studies have developed wheel …