lunes, 20 de agosto de 2018

Intraclass #30

TOPIC: RankBrain

OBJECTIVE: 
Analysis of RankBrain in order to know its operation

RANKBRAIN
It is important to emphasize that the objective of all the search engines is to offer the user exactly what they are looking for and to do it quickly and easily; so updates like RankBrain are essential to improve the search experiences of Internet users.
The huge difference between Hummingbird and RankBrain is that the latter transforms words into numerical vectors; this makes the machines easier to understand this data. These vectors are used to create meanings around their related terms, that is, to look for synonyms between key words. This makes RankBrain detect common patterns that relate to each other and the results of searches are even more accurate.
RESULTS 

Therefore, RankBrain is specifically designed to handle queries consisting of combinations of various terms, longtail keywords, questions and conversational searches. Search engines have always had problems with complex language in man-machine communication because meanings could not be modeled. RankBrain is apparently based on a conversational model embedded in a frame from sequence to sequence

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