@article{evaluatingadaptiveandgenerativeaibasedfe,
  title = {Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system},
  author = {Lalita Na Nongkhai and Jingyun Wang and Adam Wynn and Takahiko Mendori},
  year = {2026},
  eprint = {2603.24940},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.24940},
}