# Toward Human–AI Collaboration: A Recommender System to Support CS1 Instructors to Select Problems for Assignments and Exams

> Research article (IEEE Transactions on Learning Technologies, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4312461354](https://www.wikidata.org/wiki/openalex:W4312461354)  
**Source**: https://4ort.xyz/entity/toward-humanai-collaboration-a-recommender-system-to-support-cs1-instructors-to-select-problems-for-assignments-and-exam