TY - JOUR AU - Green, Ben AU - Chen, Yiling PY - 2020/04/03 Y2 - 2024/03/29 TI - Algorithm-in-the-Loop Decision Making JF - Proceedings of the AAAI Conference on Artificial Intelligence JA - AAAI VL - 34 IS - 09 SE - Sister Conference Track DO - 10.1609/aaai.v34i09.7115 UR - https://ojs.aaai.org/index.php/AAAI/article/view/7115 SP - 13663-13664 AB - <p>We introduce a new framework for conceiving of and studying algorithms that are deployed to aid human decision making: “algorithm-in-the-loop” systems. The algorithm-in-the-loop framework centers human decision making, providing a more precise lens for studying the social impacts of algorithmic decision making aids. We report on two experiments that evaluate algorithm-in-the-loop decision making and find significant limits to these systems.</p> ER -