TY - GEN
T1 - Challenges and Opportunities of LLM-Based Synthetic Personae and Data in HCI
AU - Prpa, Mirjana
AU - Troiano, Giovanni Maria
AU - Wood, Matthew
AU - Coady, Yvonne
PY - 2024/5/11
Y1 - 2024/5/11
N2 - Synthetic personae and data powered by artificial intelligence (AI) are emerging in many HCI areas, including education and training, gaming, and piloting research studies. Recently, Large Language Models (LLMs) have shown promise for synthetic AI personae, experimenting with human and social simulacra and producing synthetic data. This presents challenges and opportunities for extending HCI research via LLMs and AI. In this proposed workshop, we engage HCI researchers interested in working with LLMs, synthetic personae, and synthetic data through speculative design and producing visions, desiderata, and requirements for future HCI research engaging with synthetic personae/data. The outcomes of this workshop may be disseminated to the HCI community through scientific publications or special issues to facilitate continued discussion and advance knowledge on a timely HCI topic.
AB - Synthetic personae and data powered by artificial intelligence (AI) are emerging in many HCI areas, including education and training, gaming, and piloting research studies. Recently, Large Language Models (LLMs) have shown promise for synthetic AI personae, experimenting with human and social simulacra and producing synthetic data. This presents challenges and opportunities for extending HCI research via LLMs and AI. In this proposed workshop, we engage HCI researchers interested in working with LLMs, synthetic personae, and synthetic data through speculative design and producing visions, desiderata, and requirements for future HCI research engaging with synthetic personae/data. The outcomes of this workshop may be disseminated to the HCI community through scientific publications or special issues to facilitate continued discussion and advance knowledge on a timely HCI topic.
KW - Large Language Models
KW - AI
KW - synthetic personae
KW - synthetic data
KW - speculative design
KW - sketching
UR - https://www.scopus.com/pages/publications/85194193663
U2 - 10.1145/3613905.3636293
DO - 10.1145/3613905.3636293
M3 - Conference contribution
T3 - Conference on Human Factors in Computing Systems - Proceedings
SP - 1
EP - 5
BT - CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
A2 - Mueller, Florian Floyd
A2 - Kyburz, Penny
A2 - Williamson, Julie R.
A2 - Sas, Corina
PB - ACM
CY - New York, United States
ER -