| dc.contributor.advisor | Kärkkäinen, Tommi | |
| dc.contributor.author | Heilala, Ville | |
| dc.date.accessioned | 2018-05-08T14:09:09Z | |
| dc.date.available | 2018-05-08T14:09:09Z | |
| dc.date.issued | 2018 | |
| dc.identifier.other | oai:jykdok.linneanet.fi:1870108 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/57890 | |
| dc.description.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. | en |
| dc.format.extent | 1 verkkoaineisto (84 sivua) | |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | eng | |
| dc.rights | Julkaisu on tekijänoikeussäännösten alainen. Teosta voi lukea ja tulostaa henkilökohtaista käyttöä varten. Käyttö kaupallisiin tarkoituksiin on kielletty. | fi |
| dc.rights | This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited. | en |
| dc.subject.other | pedagogical learning analytics | |
| dc.subject.other | pedagogical knowledge | |
| dc.subject.other | student agency | |
| dc.subject.other | knowledge discovery | |
| dc.subject.other | ethics | |
| dc.subject.other | GDPR | |
| dc.subject.other | microservice | |
| dc.title | Framework for pedagogical learning analytics | |
| dc.identifier.urn | URN:NBN:fi:jyu-201805082500 | |
| dc.type.ontasot | Pro gradu -tutkielma | fi |
| dc.type.ontasot | Master’s thesis | en |
| dc.contributor.tiedekunta | Informaatioteknologian tiedekunta | fi |
| dc.contributor.tiedekunta | Faculty of Information Technology | en |
| dc.contributor.laitos | Informaatioteknologia | fi |
| dc.contributor.yliopisto | University of Jyväskylä | en |
| dc.contributor.yliopisto | Jyväskylän yliopisto | fi |
| dc.contributor.oppiaine | Tietotekniikka | fi |
| dc.contributor.oppiaine | Mathematical Information Technology | en |
| dc.date.updated | 2018-05-08T14:09:09Z | |
| dc.rights.accesslevel | openAccess | fi |
| dc.type.publication | masterThesis | |
| dc.contributor.oppiainekoodi | 602 | |
| dc.format.content | fulltext | |
| dc.type.okm | G2 | |
