Collaborative AI for Qualitative Analysis: Bridging AI and Human Expertise for Scalable Analysis

Grace C. Lin, Emma Anderson, Carúmey Stevens, Brandon Hanks, Disha Chauhan, Amelia Farid, Mic Fenech, Eric Klopfer. Collaborative AI for Qualitative Analysis: Bridging AI and Human Expertise for Scalable Analysis. In Martin Hlosta, Ivan Moser, Amir Winer, Nitza Geri, Birte Heinemann, Sergej Görzen, Umesh Ramnarain, Christo van der Westhuizen, Mafor Penn, Alireza Gharahighehi, Rani Van Schoors, Paraskevi Topali, Jeroen Ooge, Brendan Flanagan, Owen H. T. Lu, Atsushi Shimada, Namrata Srivastava, Albert C. M. Yang, Hsiao-Ting Tseng, Fumiya Okubo, Eduardo Davalos Anaya, Hiroaki Ogata, Riordan Alfredo, Simon Buckingham Shum, Mutlu Cukurova, Yannis A. Dimitriadis, Charles Lang, Roberto Martínez Maldonado, Patricia Santos 0001, Olga Viberg, Andy Nguyen, Sanna Järvelä, Carolyn P. Rosé, Alyssa Wise, Michail Giannakos, Kshitij Sharma, Luna Huynh, Amanda Barany, Ryan Shaun Baker, Jionghao Lin, Andrew Katz, Maurice Boothe Jr., Xavier Ochoa 0001, David J. Gagnon, Luke Swanson, Erik Harpstead, editors, Joint Proceedings of LAK 2025 Workshops co-located with 15th International Conference on Learning Analytics and Knowledge (LAK 2025), Dublin, Ireland, March 3-4, 2025. Volume 3995 of CEUR Workshop Proceedings, pages 205-228, CEUR-WS.org, 2025. [doi]

@inproceedings{LinASHCFFK25,
  title = {Collaborative AI for Qualitative Analysis: Bridging AI and Human Expertise for Scalable Analysis},
  author = {Grace C. Lin and Emma Anderson and Carúmey Stevens and Brandon Hanks and Disha Chauhan and Amelia Farid and Mic Fenech and Eric Klopfer},
  year = {2025},
  url = {https://ceur-ws.org/Vol-3995/LLMQUAL_paper4.pdf},
  researchr = {https://researchr.org/publication/LinASHCFFK25},
  cites = {0},
  citedby = {0},
  pages = {205-228},
  booktitle = {Joint Proceedings of LAK 2025 Workshops co-located with 15th International Conference on Learning Analytics and Knowledge (LAK 2025), Dublin, Ireland, March 3-4, 2025},
  editor = {Martin Hlosta and Ivan Moser and Amir Winer and Nitza Geri and Birte Heinemann and Sergej Görzen and Umesh Ramnarain and Christo van der Westhuizen and Mafor Penn and Alireza Gharahighehi and Rani Van Schoors and Paraskevi Topali and Jeroen Ooge and Brendan Flanagan and Owen H. T. Lu and Atsushi Shimada and Namrata Srivastava and Albert C. M. Yang and Hsiao-Ting Tseng and Fumiya Okubo and Eduardo Davalos Anaya and Hiroaki Ogata and Riordan Alfredo and Simon Buckingham Shum and Mutlu Cukurova and Yannis A. Dimitriadis and Charles Lang and Roberto Martínez Maldonado and Patricia Santos 0001 and Olga Viberg and Andy Nguyen and Sanna Järvelä and Carolyn P. Rosé and Alyssa Wise and Michail Giannakos and Kshitij Sharma and Luna Huynh and Amanda Barany and Ryan Shaun Baker and Jionghao Lin and Andrew Katz and Maurice Boothe Jr. and Xavier Ochoa 0001 and David J. Gagnon and Luke Swanson and Erik Harpstead},
  volume = {3995},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}