Cooking with learning analytics recipes

Ivana Marenzi; Albrecht Fortenbacher; Stefan Dietze; Michael Kickmeier-Rust; Hendrik Drachsler; Roope Jaakonmäki

doi:10.1145/3027385.3029465

Cooking with learning analytics recipes

Ivana Marenzi^*
, Albrecht Fortenbacher
, Stefan Dietze
, Michael Kickmeier-Rust
, Hendrik Drachsler
, Roope Jaakonmäki

^*Corresponding author for this work

L3S Research Centre

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Abstract

Learning Analytics is a melting pot for a multitude of research fields and origin of many developments about learning and its environment. There is a serious hype over the concepts of learning analytics, however, concrete solutions and applications are comparably scarce. Of course, data rich environments, such as MOOCs, come with statistical analytics dashboards, although the educational value is often limited. Practical solutions for scenarios in data-lean environments or for small-scale organizations are rarely adopted. The LA4S project is dedicated to gather practical solutions, provide a tool box for practitioners, and publish a cook book with concrete learning analytics recipes for everyone.

Original language	English
Title of host publication	LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference
Subtitle of host publication	Understanding, Informing and Improving Learning with Data
Publisher	Association for Computing Machinery (ACM)
Pages	572-573
Number of pages	2
ISBN (Electronic)	9781450348706
DOIs	https://doi.org/10.1145/3027385.3029465
Publication status	Published - 13 Mar 2017
Event	7th International Conference on Learning Analytics and Knowledge, LAK 2017 - Vancouver, Canada Duration: 13 Mar 2017 → 17 Mar 2017

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	7th International Conference on Learning Analytics and Knowledge, LAK 2017
Country/Territory	Canada
City	Vancouver
Period	13 Mar 2017 → 17 Mar 2017

Keywords

Applications
Cookbook
Learning Analytics
Recipes
Solutions

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/3027385.3029465

Cite this

Marenzi, I., Fortenbacher, A., Dietze, S., Kickmeier-Rust, M., Drachsler, H., & Jaakonmäki, R. (2017). Cooking with learning analytics recipes. In LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data (pp. 572-573). (ACM International Conference Proceeding Series). Association for Computing Machinery (ACM). https://doi.org/10.1145/3027385.3029465

Marenzi, Ivana ; Fortenbacher, Albrecht ; Dietze, Stefan et al. / Cooking with learning analytics recipes. LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery (ACM), 2017. pp. 572-573 (ACM International Conference Proceeding Series).

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Marenzi, I, Fortenbacher, A, Dietze, S, Kickmeier-Rust, M, Drachsler, H & Jaakonmäki, R 2017, Cooking with learning analytics recipes. in LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 572-573, 7th International Conference on Learning Analytics and Knowledge, LAK 2017, Vancouver, Canada, 13 Mar 2017. https://doi.org/10.1145/3027385.3029465

Cooking with learning analytics recipes. / Marenzi, Ivana; Fortenbacher, Albrecht; Dietze, Stefan et al.
LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery (ACM), 2017. p. 572-573 (ACM International Conference Proceeding Series).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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AB - Learning Analytics is a melting pot for a multitude of research fields and origin of many developments about learning and its environment. There is a serious hype over the concepts of learning analytics, however, concrete solutions and applications are comparably scarce. Of course, data rich environments, such as MOOCs, come with statistical analytics dashboards, although the educational value is often limited. Practical solutions for scenarios in data-lean environments or for small-scale organizations are rarely adopted. The LA4S project is dedicated to gather practical solutions, provide a tool box for practitioners, and publish a cook book with concrete learning analytics recipes for everyone.

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KW - Learning Analytics

KW - Recipes

KW - Solutions

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M3 - Conference contribution

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T3 - ACM International Conference Proceeding Series

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ER -

Marenzi I, Fortenbacher A, Dietze S, Kickmeier-Rust M, Drachsler H, Jaakonmäki R. Cooking with learning analytics recipes. In LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery (ACM). 2017. p. 572-573. (ACM International Conference Proceeding Series). doi: 10.1145/3027385.3029465

Cooking with learning analytics recipes

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this