Marginalizing over the PageRank Damping Factor
  In this note, we show how to marginalize over the damping parameter of the PageRank equation so as to obtain a parameter-free version known as TotalRank. Our discussion is meant as a reference and intended to provide a guided tour towards an interesting result that has applications in information retrieval and classification. 
Christian Bauckhage
cs.IR