A new Tutorial 12 is added. This tutorial discusses a new tool for generating reference pairwise comparisons for benchmarking interactive methods. It can be deemed a supplement to the work on Evolutionary Rejection Sampling (“Tutorial 10: Evolutionary Rejection Sampling”).