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. 2021 May 27;8:640647. doi: 10.3389/frobt.2021.640647

TABLE 1.

TDP-1: Data-driven decision support.

Name Data-driven decision support
Description Humans make all the (moral) decisions assisted by agents who provide advice and support. These agents learned this from observing or being directly by humans performing the task. Agents also explain their advice in various ways
Structure graphic file with name frobt-08-640647-fx1.jpg
Requirements R1 Agents must be taught sufficiently accurate how humans decide in various situations
R3 Explanations must be accurate to the agent’s reasoning
Advantages A1 Humans experience complete control
A2 Humans feel they are supported by the humans who taught the agents
A3 The additional information and explanations from agents is viewed as valuable
Disadvantages D1 Humans are unknowingly biased by the agents decisions
D2 Agents do not alleviate workload for humans
D3 Explanations can be ignored when under time pressure