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RankBrain

RankBrain

A machine learning AI system by Google process its search results and rank web pages

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Edits on 7 Aug 2018
Golden AI"Linkify text links in standard tables"
Golden AI edited on 7 Aug 2018 10:35 pm
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Further reading

Author
Title
Link
Type

Danny Sullivan

FAQ: All about the Google RankBrain algorithm



Danny Sullivan

Meet RankBrain: The Artificial Intelligence That’s Now Processing Google Search Results



Jayson DeMers

What Is Google RankBrain And Why Does It Matter?



Edits on 26 Mar 2018
Melanie Manipula
Melanie Manipula edited on 26 Mar 2018 10:57 pm
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Article

Google launched RankBrain and used it globally in 2015. It is a component of Google's search algorithmsearch algorithm Hummingbird. RankBrain focuses on refining queries that Google processes by ranking web pages through identifying relevance features. RankBrain has become the third-most important signal contributing to the result of a search query.

Edits on 24 Mar 2018
Melanie Manipula
Melanie Manipula edited on 24 Mar 2018 9:21 pm
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Article

RankBrain is Google’s name for a machine learningmachine-learning artificial intelligence system developedthat’s used to help Google process its search results. It supports Google to comprehendunderstand the meaning behind queries and provide relevant search results to users.

If RankBrain encounters unfamiliar queries, it suggests words or phrases that may have the same meaning to the word or phrase the user is searching and filters the results.



RankBrain uses tensor tensor processing unit (TPU) and application specific integrated circuits (ASICss) to process requests. QueriesIt areprocesses sortedqueries asinto word vectors or distributed representations. RankBrain attempts process queries into word entities or clusters of words and matches them. RankBrain attempts to predict what users mean and records the results and customizes the results to give bettersatisfactory outcomes. If it encounters unfamiliar queries, it suggests words or phrases that may have the same meaning to the word or phrase the user satisfactionis searching and filters the results.

...

RankBrain interprets the relationships between words, including words that were ignored previously by Google. Words such as "the"," and", "without", "etc" are important to completely understand the meaning or intent behind a search query. It is also able tocan analyze patterns between searches that seem unconnected and understand how those searches are related to each other.

...

RankBrain mainly focuses on refining queries that Google processes by ranking web pages by identifying relevance features. Google says RankBrain is its third most important ranking factor above its 200 ranking factors composing their ranking algorithm. It is a component of Google's search algorithm called Hummingbird. Google launched RankBrain in 2015 and used it globally.

Google launched RankBrain and used it globally in 2015. It is a component of Google's search algorithm Hummingbird. RankBrain focuses on refining queries that Google processes by ranking web pages through identifying relevance features. RankBrain has become the third-most important signal contributing to the result of a search query.

Further reading

Author
Title
Link

Danny Sullivan

Meet RankBrain: The Artificial Intelligence That’s Now Processing Google Search Results

Jayson DeMers

What Is Google RankBrain And Why Does It Matter?

Categories

Related Topics

Edits on 13 Jan 2018
Melanie Manipula
Melanie Manipula edited on 13 Jan 2018 8:22 pm
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Melanie Manipula"minor correction"
Melanie Manipula edited on 13 Jan 2018 8:21 pm
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Article

RankBrain interprets the relationships between words, including words that were ignored previously by Google. Words such as "the"," and", "without", "etc" hasare major importanceimportant to completely understand the meaning or intent behind a search query. It is also able to analyze patterns between searches that seem unconnected and understand how those searches are related to each other.

Melanie Manipula"added more content"
Melanie Manipula edited on 13 Jan 2018 8:14 pm
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RankBrain

A machine learning AI system by Google that is used to process its search results and rank web pages

Article

RankBrain is a machine learning artificial intelligence system thatdeveloped helpsto help Google process some of its search results. It supportsupports Google to understandcomprehend the meaning behind queries and provide correspondingrelevant search results. It is part of Google's search algorithm called Hummingbird. It was launched in early 2015 and is used globally by Google.

If RankBrain encounters unfamiliar queries, it suggests words or phrases that may have the same meaning to the word or phrase the user is searching and filters the results.

...

RankBrain uses tensor processing unit (TPU) ASICs to process requests. Queries are sorted as word vectors or distributed representations. RankBrain attempts process queries into word entities or clusters of words and matches them. RankBrain attempts to predict what users mean and records the results and customizes the results to give better user satisfaction.

RankBrain interprets the relationships between words, including words that were ignored previously by Google. Words such as "the"," and", "without", "etc" has major importance to completely understand the meaning or intent behind a search query. It is also able to analyze patterns between searches that seem unconnected and understand how those searches are related to each other.

RankBrain mainly focuses on helping refinerefining queries that Google processes. Theby company says that the system is also used to help rankranking web pages by identifying relevance features. Google says RankBrain is its third most important ranking factor above its 200 ranking factors composing their ranking algorithm. It is a component of Google's search algorithm called Hummingbird. Google launched RankBrain in 2015 and used it globally.

Edits on 12 Jan 2018
Melanie Manipula"corrected the crosslink"
Melanie Manipula edited on 12 Jan 2018 8:59 am
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Article

RankBrain is a machine learning artificial intelligence system that helps Google process some of its search results. It support Google to understand meaning behind queries and provide corresponding search results. It is part of Google's search algorithm called HummingbirdHummingbird. It was launched in early 2015 and is used globally by Google.

Edits on 11 Jan 2018
Melanie Manipula"added few info"
Melanie Manipula edited on 11 Jan 2018 9:50 pm
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RankBrain

A machine learning AI system by Google that is used to help process its search results and rank web pages

Article

RankBrain is a machine learning artificial intelligence system that helps Google process some of its search results,. inIt particularsupport rareGoogle orto one-of-a-kindunderstand meaning behind queries and provide corresponding search results. It is part of Google's overall search algorithm called Hummingbird. It was launched in early 2015 and is used globally by Google.

...

RankBrain mainly focuses on helping refine queries that Google processes. However theThe company says that the system is also used to help rank web pages by identifying relevance features. Google says RankBrain is its third most important ranking factor.

Melanie Manipula"edit"
Melanie Manipula edited on 11 Jan 2018 9:35 pm
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RankBrain

A machine learning artificial intelligenceAI system by Google that is used to help process its search results and rank web pages

Melanie Manipula
Melanie Manipula edited on 11 Jan 2018 8:37 pm
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Further reading
Topic thumbnail

RankBrain

A machine learning artificial intelligence system by Google that is used to help process its search results and rank web pages

Article

RankBrain is a machine learning artificial intelligence system that helps Google process some of its search results, in particular rare or one-of-a-kind queries. It is part of Google's overall search algorithm called Hummingbird. It was launched in early 2015 and is used globally by Google.

...

RankBrain mainly focuses on helping refine queries that Google processes. However the company says that the system is also used to help rank web pages. Google says RankBrain is its third most important ranking factor.

Further reading

Author
Title
Link

Danny Sullivan

FAQ: All about the Google RankBrain algorithm

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Golden AI"Initial topic creation"
Golden AI created this topic on 1 Jan 2017 12:00 am
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A machine learning AI system by Google process its search results and rank web pages

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