[PDF][PDF] Application of big data in education data mining and learning analytics–a literature review
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 …
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 …
communication technologies (ICT) have seen increasingly large volume and variety of data …
Quality indicators for learning analytics
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 …
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 …
Educational context, many studies are using Linked Data trying to solve problems of …
[图书][B] The evaluation framework for learning analytics
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 …
According to Siemens (2011) learning analytics is “the measurement, collection, analysis …
" Twitter Archeology" of learning analytics and knowledge conferences
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 …
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 …
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 …
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 …
gathers evidence about learning analytics in an accessible form. The poster also describes …
ReaderBench goes online: a comprehension-centered framework for educational purposes
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 …
multi-lingual comprehension-centered web services designed to address a wide range of …