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)