Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making

Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy. Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making. In Mireille Hildebrandt, Carlos Castillo 0001, Elisa Celis, Salvatore Ruggieri, Linnet Taylor, Gabriela Zanfir-Fortuna, editors, FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020. pages 295-305, ACM, 2020. [doi]

@inproceedings{ZhangLB20,
  title = {Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making},
  author = {Yunfeng Zhang and Q. Vera Liao and Rachel K. E. Bellamy},
  year = {2020},
  doi = {10.1145/3351095.3372852},
  url = {https://doi.org/10.1145/3351095.3372852},
  researchr = {https://researchr.org/publication/ZhangLB20},
  cites = {0},
  citedby = {0},
  pages = {295-305},
  booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020},
  editor = {Mireille Hildebrandt and Carlos Castillo 0001 and Elisa Celis and Salvatore Ruggieri and Linnet Taylor and Gabriela Zanfir-Fortuna},
  publisher = {ACM},
  isbn = {978-1-4503-6936-7},
}