Pairing Users
To assess our system’s feasibility, we investigated user
differentiation accuracy for pairs of users. Instead of running
a small number of pairs live, we used train/test data
from our 11 participants to simulate 55 pairings (all combinations
of participants). For example, in a trial pairing participant
1 with participant 2, the system was initialized with
training data from 1 and 2.