domenica 10 maggio 2020

Ranking

A shortlist of relevant insights from the book Ranking: The Unwritten Rules of the Social Game We All Play by Péter  Érdi

  • Ranking and hierarchies are crucial in the animal behavior (see the "pecking order" in the chicken society)
  • Rankings can always be manipulated and are never completely "objective"
  • Mechanisms leading to cyclic dominance do not allow to determine transitive ranks (see the Condorcet Paradox)
  • Rankings are unavoidable in natural societies (and probably also in artificial and "hybrid" ones)
  • Our "rationally bounded" minds create biased and manipulable rankings
  • A "good enough" decision (à la Simon) is a good decision
  • No voting/ranking system is perfect (see the Arrow law)>
  • Google is an example of a tech company that has based his success on a ranking algorithm
  • rank reversal can be a source of manipulation
  • Ignorance and Manipulation generate deviations from "true" rankings
  • Metrics can be (and often are) "gamed" to manipulate rankings (see Campbell's law)
  • Algorithms and Ranking systems even if biased are still better that subjective evaluations
  • Future and "Personal Ranking>
  • Reputation is important for ranking and evolutionarily social organization (it can be manipulated also)
  • Trust and Reputation are important also in modern Recommender Systems (from e-commerce to dating portals)