The goal of our work is to investigate best practices for integrating machine learning into human decision making. There are many different ways to incorporate machine learning in the decision making process.
The above image illustrates a spectrum between full human agency, where humans make decisions entirely on their own, and full automation, where machines make decisions without human intervenetion.
The influence of machine learning models gradually increases along the spectrum.
Note that assistance is in the form of offering explanations and predictions.
For more details on our work, please click here to read our paper.
This website allows you to detect deceptive reviews with different levels of machine assistance along the spectrum. By using this website, you agree to share your responses for research purposes. Please read more here.
The task here is to detect deceptive reviews. By deceptive reviews, we mean reviews written by people who have never been to the hotel and for monetary compensations.
Click on any button on the spectrum to begin the task with differing levels of machine assistance.
Attempt writing a deceptive review to trick the classifier into thinking that it's a genuine review here!