hummingbird update easily explained

13
The Hummingbird Update and Semantic Search

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Here we take a quick look at Google's Hummingbird Update to it's search algorithm. The methods Google will use now to incorporate semantic web technology will increase more and more as user behavior evolves and link graphs become unreliable.

TRANSCRIPT

Page 1: Hummingbird Update Easily Explained

The Hummingbird Update and Semantic Search

Page 2: Hummingbird Update Easily Explained

Topics Covered

How Google Has Changed

How Search is Different

What Does This Mean for Keywords?

From Keywords to Entities

Page 3: Hummingbird Update Easily Explained

617 . 206 . 3040 www.brafton.com

Your Brain Knowledge Graph Google Wants To Work Like Your Brain

Deep neural connections of

ideas, memories, places and things are

stimulated and recalled by the world

around us and all catalogued by words.

Deep learning algorithm with

higher order entity recognition able to

act like artificial intelligence to

understand meaing and predict answers.

http://engage.synecoretech.com/marketing-technology-for-growth/bid/186703/From-Strings-to-Things-A-Quick-Primer-on-Semantic-Search

Page 4: Hummingbird Update Easily Explained

How Google Crawls and Indexes SERPs

Page 5: Hummingbird Update Easily Explained

How Google Crawls Results Is Different.

Page 7: Hummingbird Update Easily Explained

617 . 206 . 3040 www.brafton.com

Google (Then) Google (Now)

Ranking based upon authoritative literal match keywords with links to websites.

Semantic search system rankings consider

various points including:

Context of search

Location

Intent

Variation of words

Synonyms

Generalized and specialized queries

Concept matching and natural language query

Page 8: Hummingbird Update Easily Explained

What Does This Mean for Keywords?

Page 9: Hummingbird Update Easily Explained

617 . 206 . 3040 www.brafton.com

Google (Then) Google (Now)

Finds literal relationships between exact match keywords based on logical rules:

Here, the search would query only documents where both exact keywords poverty AND crime were mentioned

Thinks of places, things, objects as “entities” and is looking for meaning in relationships to the words to each other in an entire sentence

This is all plotted together on a graph (The Knowledge Graph) that highlight unambiguous connections between concepts and ideas.

Page 11: Hummingbird Update Easily Explained

617 . 206 . 3040 www.brafton.com

In Summation

• Google is looking to deliver not just websites in search rankings, but conversations, social websites, review websites, authors and other contextually meaningful results • Google has morphed from a “fact engine” into a “meaning engine.” • Keywords and their literal importance has diminished and will continue to diminish in importance over time. Useful content that is engaged with and shared delivers better and more personalized results, which will keep users loyal to Google as opposed to it’s competitors.

Page 12: Hummingbird Update Easily Explained

Google Today and Beyond…

Google Glass and Google Contact Lenses are keyboard-less wearable hardware that will interpret your eye movements and facial expressions and predict search results for you intuitively.

You can see why Google is thinking less about keywords and more about the user! You should too!