EdgeRank is an algorithm developed by Facebook to govern where and what posts appear on each individual user`s News Feed.
This algorithm can be understood as: the sum of Edges, each Edge is made up of
- Affinity
- Weight
- Time Decay
PostRocket explained EdgeRank on this nice infographic: