Personalization of Search results - State of the art

There are two types of personalization strategies :

1. Profile based - Both long term and short term contexts are very important for profile based personalization strategies
2. Click Based - 
3. Personalization brings significant search accuracy improvements on the queries with large click entropy and has little effect on queries with small click entropy.
4. Personalization can even harm the search accuracy on some queries.
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