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 …
materials such as courses, educational videos, forums and provide outcomes of the …
Decision tree modeling of wheel-spinning and productive persistence in skill builders
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 …
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 …
learning, but the public complained about and questioned its effectiveness. One of the most …
Grit and learning: Understanding the sequential learning behaviours in snap!
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 …
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
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 …
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
Prior research has shown that digital games can enhance STEM education by providing
learners with immersive and authentic scientific experiences. However, optimizing the …
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 …
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 …
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 …
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 …
considerable number of practice opportunities. Several past studies have developed wheel …