Not sure if this would help, but you can first to a terms facet/aggregation 
on user_id, then you pull back the top 3 ids, say user5, user7, and user20.

Then you run a second query using the _msearch API wherein you construct 
three independent search queries (one for each user) and you will get back 
3 independent search results each with its own ranking/scoring.

http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-multi-search.html#search-multi-search

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