publication . Master thesis . 2018

Framework for pedagogical learning analytics

Heilala, Ville;
Open Access English
  • Published: 01 Jan 2018
  • Country: Finland
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.
free text keywords: pedagogical learning analytics, pedagogical knowledge, student agency, knowledge discovery, ethics, GDPR, microservice
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