Google Rank Brain - Taking the Traditional Web Search to Artificial Intelligence Machines
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Google Rank Brain |
How it works?
Rank Brain leverages AI to convert matter search queries into mathematical entities, termed as word vectors. The computer will grasp these vectors or distributed representations simply, with the help of their unique coordinate addresses. Put into simple words, if the AI machine comes across an unfamiliar word or phrase, it does the guesswork to find out other words or phrases having similar meaning, and fetches the refined result accordingly.Getting deeper into Rank Brain
The AI machine tries its best to grasp the intent of query, which otherwise holds no meaning. For instance, let's consider a query, "FIFA city". There could be several intents behind this search.The searcher may wish to inquire a couple of FIFA tournament, which is about to happen or took place recently.
The person might be currently located in a hotel near FIFA venue and is looking out to reach the stadium to attend the opening ceremony.
The searcher might be interested to know about the winners of all the FIFA tournaments till date or may be just want to know about the defending champion.
He might want to search for the origin city of the best FIFA player in the last season.
The searcher might also be willing to look out for the most promising players of the ongoing / upcoming season of FIFA.
Since the FIFA 2018 is on the point of begin recently, hence, most probably, a simplistic algorithm will show the venue of the tournament as the search result, irrespective of the main intent behind the query. However, with Rank Brain formula at work, the story may well be completely different. For example, if the searcher is currently located in the venue city of the FIFA opening ceremony, Google might end up giving directions to the concerned stadium. Hence, signals such as current location of the searcher, freshness of the web content, and so on, can be significant for Rank Brain in interpreting the most satisfying results.
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