Popularity + most searched terms

In this post I will combine the popularity of a document with the most searched terms in order to boost the results based on past search issued against a particular index.

PUT blogposts

PUT statistics

PUT /blogposts/post/1
{
  "title":   "About popularity",
  "content": "In this post we will talk about...",
  "votes":   6
}

PUT /blogposts/post/2
{
  "title":   "About elasticsearch",
  "content": "In this post we will talk about...",
  "votes":   3
}

PUT /blogposts/post/3
{
  "title":   "About popularity",
  "content": "In this post we will talk about...",
  "votes":   7
}

PUT /statistics/queries/1
{
  "user_query":   "popularity"
}

PUT /statistics/queries/2
{
  "user_query":   "popularity in elasticsearch"
}

PUT /statistics/queries/3
{
  "user_query":   "boost"
}

PUT /statistics/queries/4
{
  "user_query":   "boost in elasticsearch"
}


PUT /statistics/queries/5
{
  "user_query":   "elasticsearch is the best search engine"
}

GET blogposts/post/_mapping

GET statistics/queries/_mapping

POST statistics/queries/_search
{
    "query" : {
        "match_all" : {}
    },
    "facets": {
        "keywords": {
            "terms": {
                "field": "user_query"
            }
        }
    }
}

POST blogposts/post/_search
{
 
    "sort" : [
        { "votes" : {"order" : "desc"}},
        "_score"
    ],
    "query" : {
        "match" : {
            "title":{
                "query":"elasticsearch popularity"
             
            }
        }
    }
}