Unable to piece together all the different indicators, colleges and their instructors struggle to glean real wisdom, let alone adjust to a student’s needs, write Cathy O’Bryan and Bhavin Shah. September 8, 2021
This is an introductory course on Learning Analytics designed to assist teachers understand and use learning analytics ethically and appropriately in their own context.
Wie stark lassen sich Lehrende durch Learning Analytics in ihrer Bewertung von Studierenden beeinflussen? Welche diskriminierenden aber auch ungleichheits-reduzierenden Effekte gehen von Algorithmen aus? In diesem Beitrag stellen die Autor*innen das Potential und die Gefahren von Learning Analytics vor und werten die Forschungsergebnisse eines Conjoint-Experiments aus.
Artificial intelligence (AI) often features in visions of the future, but the education sector need not wait; this is an opportunity we are seizing right now.
by Andy McGregor on 27 April 2021
Talk given by Rebecca Ferguson at ‘Responsible Learning Analytics: Creating Just, Ethical, and Caring LA Systems’ workshop at Learning Analytics and Knowledge 2021 (LAK21) conference, held online, 12 April 2021.
Im Rahmen des BMBF-geförderten Metavorhabens „Digitalisierung im Bildungsbereich“ ist das Deutsche Institut für Erwachsenenbildung verantwortlich für die Gestaltung eines regelmäßigen Dialogs zwischen Wissenschaft und Praxis der Erwachsenenbildung.
Join NYU-LEARN and Drs. Paul Prinsloo and Ravi Shroff in an engaging conversation on how we can productively navigate the intersection of learning analytics and equity and consider the role of educational data science as a tool for social justice.
Breanne K. Litts, Kristin A. Searle, Bryan M. J. Brayboy, Yasmin B. Kafai, British Journal of Educational Technology, Feb 21, 2021
Commentary by Stephen Downes
Data Literacy ist eine Schlüsselkompetenz. Denn in unserer digitalen und datengetriebenen Welt wird sie zu einer Grundvoraussetzung für die Teilhabe an Gesellschaft.
Having dropped out of university because of loneliness and depression, Hayley Mulenda – a former speaker at Jisc’s annual Digifest event - says effective use of data analytics and greater diversity of academic staff are crucial in supporting students.
Three leaders in the Initiative in Ethics and Transformative Technologies at Seattle University talk about digital ethics and their work in the intersection between technology and ethics.
Through 3 key case studies, Rachel Thomas covers how people can be harmed by machine learning gone wrong, why we as machine learning practitioners should care, and what tech ethics are.
Seit nahezu einer Dekade werden Learning Analytics im Hochschulkontext als Ansatz zum Verständnis sowie zur Optimierung von Lehr-Lern-Prozessen und Lernumgebungen verwendet. Der Beitrag skizziert zentrale Entwicklungslinien von Learning Analytics und geht auf deren Potenziale sowie damit verbundene Fragen zum Datenschutz ein. Basierend auf einer systematischen Übersichtsarbeit und Stakeholderinterviews werden Handlungsempfehlungen für die Implementation von Learning Analytics an Hochschulen vorgestellt. Der Ausblick diskutiert aktuelle Forschungsdesiderata.
Learning technologies, especially those relying on data analytics, are exciting but also present ethical challenges that deserve our attention and action.
To add your name to this letter, please email gigeconomyresearchersunited [at] gmail [dot] com with your name, title, and affiliation. We are a group of scholars from different disciplines who study…
This blog contains text and some of the images used for the invited seminar, UNESCO Chair on Open Distance Learning, University of South Africa (UNISA), Wednesday 12 August 2020
Durch digitale Lernplattformen können vermehrt Daten über Lernende, Lerninhalte und die Lernsituation ausgewertet werden. Die algorithmische Analyse nennt sich Learning Analytics. Diese Analyse ermöglicht einen individuellen Lernprozess sowie eine Früherkennung von Lernschwächen. Learning Analytics bergen allerdings auch einige Nachteile.
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