Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring

Hasan Abu Rasheed, Mohamad Hussam Abdulsalam, Cristian Weber, Madjid Fathi. Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring. In Martin Hlosta, Ivan Moser, Brendan Flanagan, Gloria Milena Fernandez-Nieto, Lixiang Yan, Angela Stewart, Amir Winer, Nitza Geri, Umesh Ramnarain, Christo van der Westhuizen, Atsushi Shimada, Fumiya Okubo, Hsiao-Ting Tseng, Albert C. M. Yang, Owen H. T. Lu, Hiroaki Ogata, Vanessa Echeverría, Roberto Martínez Maldonado, Yi-Shan Tsai, LuEttaMae Lawrence, Shaveen Singh, Stanislav Pozdniakov, Lujie Karen Chen, Jiaqi Gong, Louise Yarnall, Andy Nguyen, Lele Sha, Jionghao Lin, Mutlu Cukurova, Kshitij Sharma, Linxuan Zhao, Yuheng Li, Yueqiao Jin, Dragan Gasevic, Caitlin Mills 0001, Stephen Hutt, editors, Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), Kyoto, Japan, March 18-22, 2024. Volume 3667 of CEUR Workshop Proceedings, pages 230-239, CEUR-WS.org, 2024. [doi]

@inproceedings{Abu-RasheedAWF24,
  title = {Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring},
  author = {Hasan Abu Rasheed and Mohamad Hussam Abdulsalam and Cristian Weber and Madjid Fathi},
  year = {2024},
  url = {https://ceur-ws.org/Vol-3667/GenAILA-paper8.pdf},
  researchr = {https://researchr.org/publication/Abu-RasheedAWF24},
  cites = {0},
  citedby = {0},
  pages = {230-239},
  booktitle = {Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), Kyoto, Japan, March 18-22, 2024},
  editor = {Martin Hlosta and Ivan Moser and Brendan Flanagan and Gloria Milena Fernandez-Nieto and Lixiang Yan and Angela Stewart and Amir Winer and Nitza Geri and Umesh Ramnarain and Christo van der Westhuizen and Atsushi Shimada and Fumiya Okubo and Hsiao-Ting Tseng and Albert C. M. Yang and Owen H. T. Lu and Hiroaki Ogata and Vanessa Echeverría and Roberto Martínez Maldonado and Yi-Shan Tsai and LuEttaMae Lawrence and Shaveen Singh and Stanislav Pozdniakov and Lujie Karen Chen and Jiaqi Gong and Louise Yarnall and Andy Nguyen and Lele Sha and Jionghao Lin and Mutlu Cukurova and Kshitij Sharma and Linxuan Zhao and Yuheng Li and Yueqiao Jin and Dragan Gasevic and Caitlin Mills 0001 and Stephen Hutt},
  volume = {3667},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}