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Google Algorithms
PANDA PENGUINE AND HUMMINGBIRD
1/26/2016 12:32 PM 1Adarsh@digiomatic.com
Google search works and how it’s algorithms are
frequently updated , we need to understand its core
mechanism first . Google came into being 3 sep 1998
and since is updated it’s search process & system
100 times. Along with Hummingbird “Google
PANDA” and ‘’Google PENGUINE” particularly
designed to detect spamming on the web.
Short description on Google Algorithms
1/26/2016 12:32 PM 2Adarsh@digiomatic.com
# A search engine retrieves information from a website which
it does from the html, it is done by the web crawler.
# The pages are then indexed basing upon the data obtained
from the html like from meta tags, descriptions, etc.
Indexing accelerates the search by reaching to the relevant
information as quickly as possible.
# When a user enters a query into a search engine (typically by
using keywords) the engine examines its index and provides a
listing of best-matching web pages according to its criteria
How Search Engineworks ?
Crawling, Indexing and Searching
1/26/2016 12:32 PM 3Adarsh@digiomatic.com
Google runs on a distributed network of
thousands of low-cost computers and can
therefore carry out fast parallel processing.
Parallel processing is a method of computation
in which many calculations can be performed
simultaneously, significantly speeding up data
processing.
How so fast?
1/26/2016 12:32 PM 4Adarsh@digiomatic.com
Algorithm’s working
How does Google Algorithms work
1/26/2016 12:32 PM 5Adarsh@digiomatic.com
Released in 2011 based on :
Low quality content
Copied or duplicate content
Web spamming (cloaking, keyword stuffing)
*After its implementation 80% websites were effected
* Early INSTANT SEARCH was added in 2010.
Google PANDA
1/26/2016 12:32 PM 6Adarsh@digiomatic.com
Released in April 2012 based on :
Keyword stuffing
Spamming links
Cloaking
Irrelevant links (Paid links)
* Approximate 20% of the total websites were affected.
Google penguin
1/26/2016 12:32 PM 7Adarsh@digiomatic.com
Released after PANDA and PENGUINE in 2013 focused on :
#Conversational Searches
# Google Knowledge Graph
# LSI (Latent Semantic Searches)
# Social media + Forums (DP) + Relevant Searches
* Hummingbird use GKG, it doesn’t allow other websites on
top instead of its own related information.
Google Hummingbird
(Latest implemented )
1/26/2016 12:32 PM 8Adarsh@digiomatic.com
Some facts
1/26/2016 12:32 PM 9Adarsh@digiomatic.com
http://www.cs.princeton.edu/~chazelle/courses/BIB/pagerank.
htm
This method describe how probably PR worked, but never
discloses the algorithm.
 Its just a hypothesis after PR was put into no effect.
 PR algorithm is under patent of Stanford university, Stanford
USA. and hence its a bit revealed. but Google never reveals its
own algorithms.
Why/how this study willmake money for us ?
1/26/2016 12:32 PM 10Adarsh@digiomatic.com
PLATEFORMS
 Blogger
 Wordpress
 Weebly
MONITIZING
 Google Analytics
 Google Adwords
Using Tools & Techniques :
 Keyword Generation
 Keyword Planner
 Directory Submission

References
1/26/2016 12:32 PM 11Adarsh@digiomatic.com
FORUMS: Digital point & MOZ
http://searchengineland.com/library/google/hummingbird-
google
https://www.youtube.com/results?search_query=how+googl
e+algorithm+works
https://www.quora.com/What-is-the-search-algorithm-used-
by-the-Google-search-engine-What-is-its-complexity
 JOURNAL OF COMPUTING, VOLUME 2, ISSUE 6, JUNE 2010
ISSN2151-9617
References
1/26/2016 12:32 PM 12Adarsh@digiomatic.com
Guides :
 Prashant sir (Asst. Prof. at MJPRU)
 Arun sir (Asst. Prof. at MJPRU)
 Mr. Sachin Saxena (Owner of Venus eBusiness Solutions Bareilly)
 Aditya Thakur (Web Developer at VEBS Bareilly)
My profiles
1/26/2016 12:32 PM 13Adarsh@digiomatic.com
 happeninsurrounding.blogspot.com (My Blog)
 alumnischolers.blogspot.com (My Blog)
 www.brainbytetech.com (My website)
 www.digiomatic.com (My work)
 jnvian.shukla@facebook.com
 adarshshukla@twitter.com
adarshshukla@linkedin.com
THANK YOU
1/26/2016 12:32 PM 14Adarsh@digiomatic.com
Any Question ?

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Google Algorithms

  • 1. Google Algorithms PANDA PENGUINE AND HUMMINGBIRD 1/26/2016 12:32 PM 1Adarsh@digiomatic.com
  • 2. Google search works and how it’s algorithms are frequently updated , we need to understand its core mechanism first . Google came into being 3 sep 1998 and since is updated it’s search process & system 100 times. Along with Hummingbird “Google PANDA” and ‘’Google PENGUINE” particularly designed to detect spamming on the web. Short description on Google Algorithms 1/26/2016 12:32 PM 2Adarsh@digiomatic.com
  • 3. # A search engine retrieves information from a website which it does from the html, it is done by the web crawler. # The pages are then indexed basing upon the data obtained from the html like from meta tags, descriptions, etc. Indexing accelerates the search by reaching to the relevant information as quickly as possible. # When a user enters a query into a search engine (typically by using keywords) the engine examines its index and provides a listing of best-matching web pages according to its criteria How Search Engineworks ? Crawling, Indexing and Searching 1/26/2016 12:32 PM 3Adarsh@digiomatic.com
  • 4. Google runs on a distributed network of thousands of low-cost computers and can therefore carry out fast parallel processing. Parallel processing is a method of computation in which many calculations can be performed simultaneously, significantly speeding up data processing. How so fast? 1/26/2016 12:32 PM 4Adarsh@digiomatic.com
  • 5. Algorithm’s working How does Google Algorithms work 1/26/2016 12:32 PM 5Adarsh@digiomatic.com
  • 6. Released in 2011 based on : Low quality content Copied or duplicate content Web spamming (cloaking, keyword stuffing) *After its implementation 80% websites were effected * Early INSTANT SEARCH was added in 2010. Google PANDA 1/26/2016 12:32 PM 6Adarsh@digiomatic.com
  • 7. Released in April 2012 based on : Keyword stuffing Spamming links Cloaking Irrelevant links (Paid links) * Approximate 20% of the total websites were affected. Google penguin 1/26/2016 12:32 PM 7Adarsh@digiomatic.com
  • 8. Released after PANDA and PENGUINE in 2013 focused on : #Conversational Searches # Google Knowledge Graph # LSI (Latent Semantic Searches) # Social media + Forums (DP) + Relevant Searches * Hummingbird use GKG, it doesn’t allow other websites on top instead of its own related information. Google Hummingbird (Latest implemented ) 1/26/2016 12:32 PM 8Adarsh@digiomatic.com
  • 9. Some facts 1/26/2016 12:32 PM 9Adarsh@digiomatic.com http://www.cs.princeton.edu/~chazelle/courses/BIB/pagerank. htm This method describe how probably PR worked, but never discloses the algorithm.  Its just a hypothesis after PR was put into no effect.  PR algorithm is under patent of Stanford university, Stanford USA. and hence its a bit revealed. but Google never reveals its own algorithms.
  • 10. Why/how this study willmake money for us ? 1/26/2016 12:32 PM 10Adarsh@digiomatic.com PLATEFORMS  Blogger  Wordpress  Weebly MONITIZING  Google Analytics  Google Adwords Using Tools & Techniques :  Keyword Generation  Keyword Planner  Directory Submission 
  • 11. References 1/26/2016 12:32 PM 11Adarsh@digiomatic.com FORUMS: Digital point & MOZ http://searchengineland.com/library/google/hummingbird- google https://www.youtube.com/results?search_query=how+googl e+algorithm+works https://www.quora.com/What-is-the-search-algorithm-used- by-the-Google-search-engine-What-is-its-complexity  JOURNAL OF COMPUTING, VOLUME 2, ISSUE 6, JUNE 2010 ISSN2151-9617
  • 12. References 1/26/2016 12:32 PM 12Adarsh@digiomatic.com Guides :  Prashant sir (Asst. Prof. at MJPRU)  Arun sir (Asst. Prof. at MJPRU)  Mr. Sachin Saxena (Owner of Venus eBusiness Solutions Bareilly)  Aditya Thakur (Web Developer at VEBS Bareilly)
  • 13. My profiles 1/26/2016 12:32 PM 13Adarsh@digiomatic.com  happeninsurrounding.blogspot.com (My Blog)  alumnischolers.blogspot.com (My Blog)  www.brainbytetech.com (My website)  www.digiomatic.com (My work)  jnvian.shukla@facebook.com  adarshshukla@twitter.com adarshshukla@linkedin.com
  • 14. THANK YOU 1/26/2016 12:32 PM 14Adarsh@digiomatic.com Any Question ?