If anyone is interested I would recommend Alexandra Meliou. She does research at UMass and her work explores making data and large data manipulation more transparent, and also therefore does some amount in quantifying bias and diversity. I attended a talk by her and it was very enlightening.

http://people.cs.umass.edu/~ameli/