What constitutes an 'actionable insight'in learning analytics?

RL Jørnø, K Gynther - Journal of Learning Analytics, 2018 - learning-analytics.info
Abstract The possibilities of Learning Analytics as a tool for empowering teachers and
educators have created a steep interest in how to provide so-called actionable insights …

LearnSphere: A Learning Data and Analytics Cyberinfrastructure

J Stamper, S Moore, C Rose… - Journal of …, 2024 - jedm.educationaldatamining.org
LearnSphere is a web-based data infrastructure designed to transform scientific discovery
and innovation in education. It supports learning researchers in addressing a broad range of …

[PDF][PDF] Predicting attrition from massive open online courses in FutureLearn and edX

R Cobos, A Wilde, E Zaluska - Proceedings of the 7th International …, 2017 - researchgate.net
There are a number of similarities and differences between Future-Learn MOOCs and those
offered by other platforms, such as edX. In this research we compare the results of applying …

Assessment of discussion in learning contexts

CP Rosé, I Howley, M Wen, D Yang… - Innovative assessment of …, 2017 - Springer
This chapter reports on our efforts to develop automated assessment of collaborative
processes, in order to support effective participation in learning-relevant discussion. This …

Pipelines and their compositions for modeling and analysis of controlled online networked social science experiments

V Cedeno-Mieles, Y Ren, S Ekanayake… - 2018 Winter …, 2018 - ieeexplore.ieee.org
There has been significant growth in online social science experiments in order to
understand behavior at-scale, with finer-grained data collection. Considerable work is …

Translating the Concept of Goal Setting into Practice--What'Else'does it Require than a Goal Setting Tool?

G Kismihók, C Zhao, MC Schippers, ST Mol… - arXiv preprint arXiv …, 2020 - arxiv.org
This conceptual paper reviews the current status of goal setting in the area of technology
enhanced learning and education. Besides a brief literature review, three current projects on …

[HTML][HTML] Data analysis and modeling pipelines for controlled networked social science experiments

V Cedeno-Mieles, Z Hu, Y Ren, X Deng, N Contractor… - PloS one, 2020 - journals.plos.org
There is large interest in networked social science experiments for understanding human
behavior at-scale. Significant effort is required to perform data analytics on experimental …

Comparing attrition prediction in FutureLearn and edX MOOCs

R Cobos, A Wilde, E Zaluska - 2017 - research-repository.st-andrews.ac …
There are a number of similarities and differences between FutureLearn MOOCs and those
offered by other platforms, such as edX. In this research we compare the results of applying …

Data Analysis on a Domestic Media Space Connecting Internationally Distributed Families

V Cedeno-Mieles, J Tibau, CJ Kuhlman… - Proceedings of the …, 2020 - dl.acm.org
Families separated by distance face the challenge of limited bonding, affecting their
opportunities to connect and sustain their relationships. FamilySong is a domestic Media …

[PDF][PDF] Sharing and Reusing Data and Analytic Methods with LearnSphere

KR Koedinger, J Stamper, PF Carvalho, P Pavlik… - Hands-on, 2019 - academia.edu
This workshop will explore LearnSphere, an NSF-funded, community-based repository that
facilitates sharing of educational data and analytic methods. The workshop organizers will …