What is RainBrain Algorithm ?

[akshaypandit]

What is RainBrain Algorithm ?

[thaichacha]

The RankBrain is an AI (Artificial Intelligence) program built to help Google understand search queries. It helps Google to process search results and provide more relevant search results for users. It embeds a wide range of written languages into mathematical entities, named vectors, that the machine can understand. If RankBrain faces a sentence that it does not know, it can guess the meaning with similar sentences or words and filter the result accordingly, making it more accurate for the new tries.

[HosTechS]

RankBrain is a Google algorithm learning artificial intelligence system, which was confirmed by Google on 26 October 2015. It helps Google to process search engine results and provide more relevant search results for users. The results show that RankBrain algorithm generates results that appear well within 10% of the Google search engine engineer team.

If RankBrain finds a word or phrase it isn’t familiar with, the machine can make a guess as to what words or phrases might have a similar meaning and filter the results, making it more effective at handling never-before-seen search queries or keywords. RankBrain is considered the third most vital signal in determining the ranking on Google search.

[yuva12]

The RankBrain is an AI (Artificial Intelligence) program built to help Google understand search queries. It helps Google to process search results and provide more relevant search results for users.

[salman gee]

RankBrain is a machine learning-based search engine algorithm, the use of which was confirmed by Google on 26 October 2015. It helps Google to process search results and provide more relevant search results for users. ... As of 2015, "RankBrain was used for less than 15% of queries."

[davidweb09]

RankBrain is a Google search engine algorithm based on Artificial Intelligence Program. https://www.bizcentralusa.com/

[chetna]

Rankbrain is a google algorithm built to help google understand search queries.

[RH-Calvin]

RankBrain is Google’s name for a machine-learning artificial intelligence system that’s used to help process its search results, as was reported by Bloomberg and also confirmed to us by Google.

[Pihu]

Rankbrain algorithm helps Google to process search results and provide more relevant search results for users.

[yuva12]

RankBrain is an algorithm learning artificial intelligence system, the use of which was confirmed by Google on 26 October 2015. It helps Google to process search results and provide more relevant search results for users.

[BrindaSharma]

RainBrain (a computer program) is the part of the overall Hummingbird algorithm that is used to process search results across billions of pages and pull the most relevant information for specific queries.

Artificial Intelligence Course In Hyderabad (https://hyderabad.crbtech.in/programmes/ai-machine-learning-training-programme/)

[Saravanan28]

RankBrain is a component of Google's core algorithm which uses machine learning (the ability of machines to teach themselves from data inputs) to determine the most relevant results to search engine queries. ... The machine learning aspect of RankBrain is what sets it apart from other updates.

[nancy07]

RankBrain is a component of Google's core algorithm that uses machine learning (the ability of machines to teach themselves from data inputs) to determine the most relevant results to search engine queries. The machine learning aspect of RankBrain is what sets it apart from other updates.

[dombowkett]

It's a AI based system which effect Google search results.

[dennis123]

RankBrain uses artificial intelligence to embed vast amounts of written language into mathematical entities — called vectors — that the computer can understand. If RankBrain sees a word or phrase it isn’t familiar with, the machine can make a guess as to what words or phrases might have a similar meaning and filter the result accordingly, making it more effective at handling never-before-seen search queries.

[GeethaN]

RankBrain is a machine learning algorithm that sorts the search results by understanding search queries and measuring the level engagement of users with the results. Nowadays, we know that RankBrain optimization is the third most important ranking signal.

[GeethaN]

RankBrain is a machine learning algorithm that sorts the search results by understanding search queries and measuring the level engagement of users with the results. ... The machine learning algorithm works something like this: It's not based on the hand-coded algorithm used in the past by Google developers and testers.

[anirban09P]

The RankBrain is an AI (Artificial Intelligence) program built to help Google understand search queries. It helps Google to process search results and provide more relevant search results for users. It embeds a wide range of written languages into mathematical entities, named vectors, that the machine can understand. If RankBrain faces a sentence that it does not know, it can guess the meaning with similar sentences or words and filter the result accordingly, making it more accurate for the new tries.

[yuva12]

RankBrain is a machine learning-based search engine algorithm, the use of which was confirmed by Google on 26 October 2015. ... Therefore, RankBrain attempts to guess what people mean and records the results, which adapts the results to provide better user satisfaction.

[sophiawils59]

Enough answers are given, I think @admin should close the thread now!!

[juliaalan]

RankBrain uses machine learning to convert language into mathematical entities known as vectors. In layman terms, RankBrain translates words and phrases into mathematics, which allows it to better understand unique searches involving natural language or unique phrases. Where previously Google would be stumped by natural language or a unique search, RankBrain allows Google to better understand and return better results.

Corrado explains that a “very large fraction” of queries in Google are being interpreted by RankBrain. According to Corrado, about 15 percent of daily searches in Google are completely new to their system, and difficult to understand. Traditionally, machines have struggled to understand natural or “colloquial” language. RankBrain, a machine algorithm, is specifically designed to help with these types of queries.

To better understand the theory of how RankBrain operates - translating language into mathematical vectors – I recommend reading:

How Google “Translates” Pictures into Words Using Vector Space Mathematics
Distributed Representations of Sentences and Documents
Learning the meaning behind words


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