Algorithm to establish a global ranking given individual rankings
There is an entire area, rank aggregation (in your case, partial rank aggregation) which deals with these issues. You can take a look at Dwork et al., Rank aggregation revisited and Ailon, Aggregation of partial rankings, $p$-ratings and top-$m$ lists and the pointers therein. There are many other relevant papers online.