ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation.

@inproceedings{li-2026-scotrec, author = {Kaibei Li and Jie Zou and Qika Lin and Weikang Guo and Qinyang He and Yang Yang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {6242--6251}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792313}, doi = {https://doi.org/10.1145/3774904.3792313} }