Here's some intro articles I wrote a long time ago that lightly touches on some of the ideas (but doesn't delve much into the ultimate goals, etc). But it is a starting point for understanding the software at a functional level:
@blocktrades/a-peer-to-peer-network-for-sharing-and-rating-information
@blocktrades/modeling-information-in-an-information-rating-system