# A personalized programming exercise recommendation algorithm based on knowledge structure tree

> Research article (Journal of Intelligent & Fuzzy Systems, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W4200336804](https://www.wikidata.org/wiki/openalex:W4200336804)  
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