Results 11 to 20 of about 99,515 (314)
About "Learning" and "Analytics" [PDF]
Journal of Learning Analytics, 2016 This issue of the Journal of Learning Analytics features three special sections that look into topics of learning analytics for 21st century skills, multimodal learning analytics, and sharing of datasets for learning analytics. The issue also features a paper that looks at models for early detection of students at risk in tertiary education.
Arnon Hershkovitz +4 more
openaire +3 more sources
Generative AI and Learning Analytics [PDF]
Journal of Learning Analytics, 2023 This editorial looks back at the Journal of Learning Analytics (JLA) in 2023 and forward to 2024. Considering the recent proliferation of large language models such as GPT4 and Bard, the first section of this editorial points to the need for robust Generative AI (GenAI) analytics, calling for consideration of how GenAI may impact learning analytics ...
Hassan Khosravi +3 more
openaire +4 more sources
What Makes Learning Analytics Research Matter [PDF]
, 2021 The ongoing changes and challenges brought on by the COVID-19 pandemic have exacerbated long-standing inequities in education, leading many to question basic assumptions about how learning can best benefit all students.
Wise, AF, Ochoa, X, Knight, S
core +1 more source
Learning Analytics: Looking to the Future [PDF]
, 2021 This second issue of the Journal of Learning Analytics in 2017 is the first edited by the full new journal editorial team. As the baton is passed on, we would like to thank the founding editors for their work initiating the journal and nurturing its ...
Hershkovitz, A +3 more
core +1 more source
Analytics of learning strategies: Role of course design and delivery modality [PDF]
, 2023 Generalizability of the value of methods based on learning analytics remains one of the big challenges in the field of learning analytics. One approach to testing generalizability of a method is to apply it consistently in different learning contexts ...
Lim, L +9 more
core +1 more source
Wild brooms and learning analytics. [PDF]
J Comput High Educ, 2023 In this commentary we present an analogy between Johann Wolfgang Von Goethe’s classic poem, The Sorcerer’s Apprentice, and institutional learning analytics. In doing so, we hope to provoke institutions with a simple heuristic when considering their learning analytics initiatives.
Motz BA, Morrone AS.
europepmc +3 more sources
Natural Language Processing: Writing Analytics [PDF]
, 2022 Writing analytics uses computational techniques to analyse written texts for the purposes of improving learning. This chapter provides an introduction to writing analytics, through the discussion of linguistic and domain orientations to the analysis of
Shibani, A, Gibson, A
core +1 more source
New Vistas on Responsible Learning Analytics [PDF]
, 2023 The focus of ethics in learning analytics (LA) frameworks and guidelines is predominantly on procedural elements of data management and accountability. Another, less represented focus is on the duty to act and LA as a moral practice.
McGrath, Cormac, +10 more
core +1 more source
Learning Analytics Impact: Critical Conversations on Relevance and Social Responsibility [PDF]
, 2021 Our 2019 editorial opened a dialogue about what is needed to foster an impactful field of learning analytics (Knight, Wise, & Ochoa, 2019). As we head toward the close of a tumultuous year that has raised profound questions about the structure and ...
Ochoa, X, Wise, AF, Knight, S
core +1 more source
When Are Learning Analytics Ready and What Are They Ready For [PDF]
, 2021 Learning Analytics as a field of inquiry and community is distinct in the way that it brings together in shared pursuit, the research and practice of a particular kind of educational technology. At times this relationship approaches symbiosis: the annual
Wise, A, Ochoa, X, Knight, S
core +1 more source