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Author(s): Scheffel, Maren; Drachsler, Hendrik; Specht, Marcus
Title: Developing an evaluation framework of quality indicators for learning analytics
In: Baron, Josh; Lynch, Grace; Maziarz, Nicole; Blikstein, Paulo; Merceron, Agathe; Siemens, George (Hrsg.): Proceedings of the Fifth International Conference on Learning Analytics and Knowledge (LAK '15), Poughkeepsie, New York - March 16 - 20, 2015, New York; NY: Association for Computing Machinery, 2015 , S. 16-20
DOI: 10.1145/2723576.2723629
Publication Type: 4. Beiträge in Sammelwerken; Tagungsband/Konferenzbeitrag/Proceedings
Language: Englisch
Abstract: This paper presents results from the continuous process of developing an evaluation framework of quality indicators for learning analytics (LA). Building on a previous study, a group concept mapping approach that uses multidimensional scaling and hierarchical clustering, the study presented here applies the framework to a collection of LA tools in order to evaluate the framework. Using the quantitative and qualitative results of this study, the first version of the framework was revisited so as to allow work towards an improved version of the evaluation framework of quality indicators for LA. (Orig.)