ITM-Rec: An Open Data Set for Educational Recommender Systems
March 17, 2023 Β· Declared Dead Β· π 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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