Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data.

@inproceedings{guo-2026-individual, author = {Minghao Guo and Robert Capra and Ziyi Ye and Robert Capra and Ziyi Ye and Craig Macdonald and Wenyue Hua and Heather O'Brien and Wujiang Xu and Xi Zhu and Yuan Li and Craig Macdonald and Wenyue Hua and Bogeum Choi and Dimitris N. Metaxas and Bogeum Choi and Dimitris N. Metaxas}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {3770--3775}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809868}, doi = {https://doi.org/10.1145/3805712.3809868} }