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 …

[PDF][PDF] Building an intelligent pal from the tutor. com session database phase 1: Data mining

D Morrison, B Nye, B Samei… - … Data Mining 2014, 2014 - educationaldatamining.org
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 …

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 …

[HTML][HTML] Identifying students at risk of failing a subject by using learning analytics for subsequent customised tutoring

F Simanca, R Gonzalez Crespo, L Rodríguez-Baena… - Applied Sciences, 2019 - mdpi.com
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 …

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 …

[PDF][PDF] Student learning strategies and behaviors to predict success in an online adaptive mathematics tutoring system

J Xie, A Essa, S Mojarad, RS Baker, K Shubeck… - Proceedings of the …, 2017 - ERIC
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 …

Exploring common trends in online educational experiments

E Prihar, M Syed, K Ostrow, S Shaw, A Sales… - Proceedings of the 15th …, 2022 - par.nsf.gov
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 …

[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 …

TrAVis to enhance online tutoring and learning activities: Real‐time visualization of students tracking data

M May, S George, P Prévôt - Interactive Technology and Smart …, 2011 - emerald.com
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 …

A data-driven method for helping teachers improve feedback in computer programming automated tutors

J McBroom, K Yacef, I Koprinska, JR Curran - Artificial Intelligence in …, 2018 - Springer
The increasing prevalence and sophistication of automated tutoring systems necessitates
the development of new methods for their evaluation and improvement. In particular, data …