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Design-Focused Development of a Course Recommender System for Digital Study Planning
Ochs, Michaela; Hirmer, Tobias; Past, Katherina; u. a. (2023): Design-Focused Development of a Course Recommender System for Digital Study Planning, in: Alberto Abelló, Panos Vassiliadis, Oscar Romero, u. a. (Hrsg.), New Trends in Database and Information Systems : ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023 ; Proceedings, Cham: Springer Nature Switzerland, S. 575–582, doi: 10.1007/978-3-031-42941-5_50.
Faculty/Chair:
Author:
Title of the compilation:
New Trends in Database and Information Systems : ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023 ; Proceedings
Editors:
Abelló, Alberto
Vassiliadis, Panos
Romero, Oscar
Wrembel, Robert
Bugiotti, Francesca
Gamper, Johann
Vargas Solar, Genoveva
Zumpano, Ester
Conference:
European Conference on Advances in Databases and Information Systems (ADBIS) ; Barcelona
Publisher Information:
Year of publication:
2023
Pages:
ISBN:
978-3-031-42941-5
978-3-031-42940-8
Language:
English
Abstract:
In recent years, universities have been offering a rising number of courses, creating not only greater flexibility of choice, but simultaneously a more complex decision-making process for students. Therefore, this paper seeks to identify key aspects that should be considered when designing a course recommender system (CRS). To achieve this, the paper introduces the field of course selection as a decision-making process, and a suitable area of application for a recommender system (RS). Through an analysis of students’ selection criteria and processes, the paper develops requirements and a prototypical implementation, following the double diamond design process model. The implementation is evaluated via think-aloud user tests in its initial iteration. The results of this study indicate that a multidimensional approach shall be taken to optimize the user experience. As an additional contribution, we identify six guidelines for the design of effective CRS.
GND Keywords: ; ; ;
Studienberatung
Empfehlungssystem
Entscheidungsunterstützung
Human-centered Design
Keywords: ; ; ;
Study Planning
Course Recommendation
Decision Support
Design-Focused
DDC Classification:
RVK Classification:
Peer Reviewed:
Yes:
International Distribution:
Yes:
Type:
Conferenceobject
Activation date:
December 21, 2023
Versioning
Question on publication
Permalink
https://fis.uni-bamberg.de/handle/uniba/92539