ITM-Rec: An Open Data Set for Educational Recommender Systems

March 17, 2023 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Yong Zheng arXiv ID 2303.10230 Category cs.IR: Information Retrieval Citations 13 Venue arXiv.org Last Checked 4 months ago
Abstract
With the development of recommender systems (RS), several promising systems have emerged, such as context-aware RS, multi-criteria RS, and group RS. However, the education domain may not benefit from these developments due to missing information, such as contexts and multiple criteria, in educational data sets. In this paper, we announce and release an open data set for educational recommender systems. This data set includes not only traditional rating entries, but also enriched information, e.g., contexts, user preferences in multiple criteria, group compositions and preferences, etc. It provides a testbed and enables more opportunities to develop and examine various educational recommender systems.
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