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Experiences from Digital Learning Analytics in Finland and Sweden: a collaborative approach
2019 (English)In: 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), IEEE , 2019, p. 627-632Conference paper, Published paper (Refereed)
Abstract [en]

Digital learning management systems (LMS) arerevolutionizing learning in many areas, including computerscience education (CSE). They are capable of tracking learners’characteristics, such as prior knowledge, and other learninghabits, and may offer more personalized learning or guidanceon useful learning practices. LMSs collect large amounts ofdata. Proper processing of such collected data can offer valuableinsights about the learning process, support for higher qualityeducation, insights on why some students drop out of courses,and so on. In this paper, we briefly review and discuss the globaltrends in digital learning and learning lnalytics (LA), specificallyfrom the viewpoint of two LMS systems and related LA research,one in Finland and one in Sweden. In this paper, we address thecontext-, and course-specific nature of LA by developing the ideaof cross-country and cross-systems learning analytics. Second, weconsider our research especially from an educational perspectiveto identify the most beneficial practices for teachers and students.Third, we discuss, based on findings from our projects, futureavenues for research.

Place, publisher, year, edition, pages
IEEE , 2019. p. 627-632
National Category
Social Sciences
Identifiers
URN: urn:nbn:se:kth:diva-339236DOI: 10.23919/MIPRO.2019.8757204OAI: oai:DiVA.org:kth-339236DiVA, id: diva2:1809620
Conference
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 20-24 May 2019, Opatija, Croatia
Note

QC 20231106

Available from: 2023-11-05 Created: 2023-11-05 Last updated: 2023-12-12Bibliographically approved

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Karunaratne, Thashmee

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf