TY - GEN
T1 - Human decision making in AI augmented systems
T2 - 54th Annual Hawaii International Conference on System Sciences, HICSS 2021
AU - Basu, Saunak
AU - Garimella, Aravinda
AU - Han, Wencui
AU - Dennis, Alan R.
N1 - Publisher Copyright:
© 2021 IEEE Computer Society. All rights reserved.
PY - 2021
Y1 - 2021
N2 - The growing consensus that human intelligence and artificial intelligence are complementary has led to Human-AI hybrid systems. As digital platforms incorporating human-AI hybrids, platform designers need to evaluate the influence of AI on human judgment, and how such hybrid systems perform. In this paper, we investigate: Are human decisions influenced by AI agents in high uncertainty environments, such as evaluating ICO projects? Under what situations are humans able to mitigate AI agents-induced errors? Our results suggest that in general, humans are influenced by AI agents. Humans tend to use AI as a filter to rule out low quality projects, while a high AI rating triggers human expert to apply their own judgment.
AB - The growing consensus that human intelligence and artificial intelligence are complementary has led to Human-AI hybrid systems. As digital platforms incorporating human-AI hybrids, platform designers need to evaluate the influence of AI on human judgment, and how such hybrid systems perform. In this paper, we investigate: Are human decisions influenced by AI agents in high uncertainty environments, such as evaluating ICO projects? Under what situations are humans able to mitigate AI agents-induced errors? Our results suggest that in general, humans are influenced by AI agents. Humans tend to use AI as a filter to rule out low quality projects, while a high AI rating triggers human expert to apply their own judgment.
UR - https://www.scopus.com/pages/publications/85108306609
M3 - Conference contribution
AN - SCOPUS:85108306609
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 176
EP - 185
BT - Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021
A2 - Bui, Tung X.
PB - IEEE Computer Society
Y2 - 4 January 2021 through 8 January 2021
ER -