LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization.

@inproceedings{yu-2025-light, author = {Xiaoshan Yu and Shangshang Yang and Ziwen Wang and Siyu Song and Haiping Ma and Zhiguang Cao and Xingyi Zhang}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {306--315}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730022}, doi = {https://doi.org/10.1145/3726302.3730022} }