publication . Master thesis . 2018

Framework for pedagogical learning analytics

Heilala, Ville;
Open Access English
  • Published: 01 Jan 2018
  • Country: Finland
Abstract
Learning analytics is an emergent technological practice and a multidisciplinary scientific discipline, which goal is to facilitate effective learning and knowledge of learning. In this design science research, I combine knowledge discovery process, a concept of pedagogical knowledge, ethics of learning analytics and microservice architecture. The result is a framework for pedagogical learning analytics. The framework is applied and evaluated in the context of agency analytics. The framework contributes to the practical use of learning analytics.
Subjects
free text keywords: pedagogical learning analytics, pedagogical knowledge, student agency, knowledge discovery, ethics, GDPR, microservice
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