A learning analytics approach to monitoring the quality of online one-to-one tutoring
M Cukurova, M Khan-Galaria… - Journal of Learning …, 2022 - learning-analytics.info
One-to-one online tutoring provided by human tutors can improve students' learning
outcomes. However, monitoring the quality of such tutoring is a significant challenge. In this …
outcomes. However, monitoring the quality of such tutoring is a significant challenge. In this …
[PDF][PDF] Building an intelligent pal from the tutor. com session database phase 1: Data mining
In this poster, we describe a new research project involving the analysis of nearly 250,000
human-human tutorial dialogue transcripts (in Algebra and Physics) supplied by Tutor. com …
human-human tutorial dialogue transcripts (in Algebra and Physics) supplied by Tutor. com …
Analysis of Online Learning Behaviour from a Tutor Perspective: Reflections on Interactive Teaching and Learning in the Big Data Era1
Y Han*, S Wei, S Zhang - Asian association of open universities …, 2015 - emerald.com
In the field of education in China, a large number of learning management systems have
been deployed, in which vast amounts of data on learners and learning processes have …
been deployed, in which vast amounts of data on learners and learning processes have …
[HTML][HTML] Identifying students at risk of failing a subject by using learning analytics for subsequent customised tutoring
Learning analytics (LA) has become a key area of study in educology, where it could assist
in customising teaching and learning. Accordingly, it is precisely this data analysis technique …
in customising teaching and learning. Accordingly, it is precisely this data analysis technique …
Students' patterns of interaction with a mathematics intelligent tutor: Learning analytics application
A Dani - arXiv preprint arXiv:1607.07284, 2016 - arxiv.org
The purpose of this paper is to determine potential identifiers of students' academic success
in foundation mathematics course from the data logs of an intelligent tutor. A cross-sectional …
in foundation mathematics course from the data logs of an intelligent tutor. A cross-sectional …
[PDF][PDF] Student learning strategies and behaviors to predict success in an online adaptive mathematics tutoring system
Student learning strategies play a critical role in their overall success. The central goal of this
study is to investigate how learning strategies are related to student success in an online …
study is to investigate how learning strategies are related to student success in an online …
Exploring common trends in online educational experiments
As online learning platforms become more ubiquitous throughout various curricula, there is
a growing need to evaluate the effectiveness of these platforms and the different methods …
a growing need to evaluate the effectiveness of these platforms and the different methods …
[PDF][PDF] Is Over Practice Necessary?-Improving Learning Efficiency with the Cognitive Tutor through Educational Data Mining.
H Cen, KR Koedinger, B Junker - Frontiers in artificial intelligence …, 2007 - researchgate.net
This study examined the effectiveness of an educational data mining method–Learning
Factors Analysis (LFA)–on improving the learning efficiency in the Cognitive Tutor …
Factors Analysis (LFA)–on improving the learning efficiency in the Cognitive Tutor …
TrAVis to enhance online tutoring and learning activities: Real‐time visualization of students tracking data
Purpose–This paper presents a part of our research work that places an emphasis on
Tracking Data Analysis and Visualization (TrAVis) tools, a web‐based system, designed to …
Tracking Data Analysis and Visualization (TrAVis) tools, a web‐based system, designed to …
A data-driven method for helping teachers improve feedback in computer programming automated tutors
The increasing prevalence and sophistication of automated tutoring systems necessitates
the development of new methods for their evaluation and improvement. In particular, data …
the development of new methods for their evaluation and improvement. In particular, data …