[PDF][PDF] Application of big data in education data mining and learning analytics–a literature review

K Sin, L Muthu - ICTACT journal on soft computing, 2015 - academia.edu
The usage of learning management systems in education has been increasing in the last
few years. Students have started using mobile phones, primarily smart phones that have …

Big educational data & analytics: Survey, architecture and challenges

KLM Ang, FL Ge, KP Seng - IEEE access, 2020 - ieeexplore.ieee.org
The proliferation of mobile devices and the rapid development of information and
communication technologies (ICT) have seen increasingly large volume and variety of data …

Quality indicators for learning analytics

M Scheffel, H Drachsler, S Stoyanov… - Journal of Educational …, 2014 - JSTOR
This article proposes a framework of quality indicators for learning analytics that aims to
standardise the evaluation of learning analytics tools and to provide a mean to capture …

Linked data in education: A survey and a synthesis of actual research and future challenges

CK Pereira, SWM Siqueira, BP Nunes… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Linked Data principles and technologies are being investigated in various areas. In the
Educational context, many studies are using Linked Data trying to solve problems of …

[图书][B] The evaluation framework for learning analytics

M Scheffel, K Niemann, I Jivet - 2017 - core.ac.uk
In the last few years, the research field of learning analytics (LA) has been growing steadily.
According to Siemens (2011) learning analytics is “the measurement, collection, analysis …

" Twitter Archeology" of learning analytics and knowledge conferences

B Chen, X Chen, W Xing - … of the Fifth International Conference on …, 2015 - dl.acm.org
The goal of the present study was to uncover new insights about the learning analytics
community by analyzing Twitter archives from the past four Learning Analytics and …

Corpus-assisted approaches to online multimodal discourse analysis of videos

A Baldry, D Kantz - Analysing Multimodality in Specialized …, 2022 - books.google.com
This chapter reports on the nascent field of student-led construction and annotation of online
video corpora. It describes the cross-degree participation of students from medical and …

Multimodal corpora and concordancing in DDL

F Coccetta - The Routledge Handbook of Corpora and English …, 2022 - api.taylorfrancis.com
This chapter provides a state-of-the-art review of research into multimodal corpora with
reference to their application in data-driven-learning (DDL). In particular, it explores their …

Learning analytics community exchange: Evidence hub

R Ferguson, D Clow - Proceedings of the Sixth International Conference …, 2016 - dl.acm.org
This poster sets out the background and development of the LACE Evidence Hub, a site that
gathers evidence about learning analytics in an accessible form. The poster also describes …

ReaderBench goes online: a comprehension-centered framework for educational purposes

G Gutu, M Dascalu, S Trausan-Matu… - … Conference on Human …, 2016 - hal.science
In this paper we introduce the online version of our ReaderBench framework, which includes
multi-lingual comprehension-centered web services designed to address a wide range of …