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Search Engine Optimization 
(SEO) using DE 
 Rahul Kodali(14300111073) 
 Rohan Kamila(14300111079) 
 Sentu Paul(14300111094) 
 Supriya Mondal(14300111116) 
 Surit Datta(14300111120) 
 Siddharth Kar(14300111099)
Agenda 
 What is a Search Engine? 
 Small History of Search Engine 
 Examples of popular Search Engines 
 Search Engine market share 
 On Page SEO 
 Off Page SEO 
 How do Search engine works? 
 Algorithm used for SEO 
 Page Rank Algorithm 
 HIT Algorithm 
 SALSA, Weighted Page Rank, Distance Rank Algorithm 
 Steps to developing a good SEO strategy
What is SEO? 
 What is Search engine?? 
web search engine is a software system that is designed to search for information on 
the World Wide Web. 
 SEO = Search Engine Optimization 
 Search engine optimization (SEO) is the process of affecting the 
visibility of a website or a web page in a search engines "natural" or 
un-paid ("organic") search results. You want your website to project 
itself in a conscious manner when read or by search engines through 
chosen indexed key words. The selection of these key words is a vital 
component of your websites level of visibility. 
 Refers to the process of optimizing both the on-page and off-page 
ranking factors in order to achieve high search engine rankings for 
targeted search terms.
Small History of Search Engine 
 According to industry analyst Danny Sullivan, the 
phrase "search engine optimization" probably 
came into use in 1997. 
 Early versions of search algorithms relied on 
webmaster-provided information such as the 
keyword Meta tag. 
 Larry Page and Sergey Brin, developed "Backrub," 
a search engine that relied on a mathematical 
algorithm to rate the prominence of web pages. 
 Later PageRank algorithm came.
Examples popular Search Engines
Search Engine Market Share
On Page SEO 
 on-page optimization is a 
technique of seo in which we done 
on the pages of the website itself. 
 In On Page seo design website seo 
friendly
Off Page SEO 
 off-page optimization is a technique of 
seo in which we covers activity that takes 
place elsewhere (e.g. link-building) 
outside the website. 
 In the off page seo we doesnt change the 
website. We change back linking options.
How Do Search Engines Work? 
 Spider crawls the web to find new documents (web pages, other 
documents) typically by following hyperlinks from websites already 
in their database 
 Search engines indexes the content (text, code) in these 
documents by adding it to their databases and then periodically 
updates this content 
 Search engines search their own databases when a user enters in a 
search to find related documents (not searching web pages in real-time) 
 Search engines rank the resulting documents using an algorithm 
(mathematical formula) by assigning various weights and ranking 
factors
Algorithm used for SEO 
 Page Rank Algorithm 
 Hits Algorithm 
 SALSA(The Stochastic Approach for Link- 
Structure Analysis (Lempel, Moran 2001) 
 Weighted PageRank algorithm 
 Distance Rank Algorithm 
 Topic sensitive Page-Rank algorithm
PageRank Algorithm 
 Suppose a small universe of four web pages: A, B, 
C and D. If all those pages link to A, then the PR 
(PageRank) of page A would be the sum of the PR 
of pages B, C and D. 
PR(A) = PR(B) + PR(C) + PR(D) 
 But then suppose page B also has a link to page C, 
and page D has links to all three pages. One 
cannot vote twice, and for that reason it is 
considered that page B has given half a vote to 
each. In the same logic, only one third of D's vote 
is counted for A's PageRank.
Hits Algorithm 
 Hyperlink-Induced Topic Search (HITS; also 
known as hubs and authorities) is a link analysis 
algorithm that rates Web pages, developed by Jon 
Kleinberg. 
 Authority Update Rule:- 
 Hub Update Rule:-
SALSA, Weighted PageRank, Distance Rank 
 Stochastic Approach for Link-Structure Analysis (SALSA) is a 
web page ranking algorithm designed by R. Lempel and S. 
Moran to assign high scores to hub and authority web pages 
 SALSA is inspired by two other link-based ranking algorithms, 
namely HITS and PageRank 
 SALSA can be seen as an improvement of HITS. 
 Weighted Page Rank algorithm is an extension of the Page-Rank 
algorithm. 
 The algorithm calculates the minimum average distance 
between two web pages and more pages.
Conclusion 
 Up to today SEO works is done by ACO(Ant Colony 
Optimization) and BCO(Bee Colony Optimization). 
 Google search technique is based on ACO. 
 We use DE(Differential Evolution) strategy for more efficient 
searching and also for a faster search. 
 DE is a mathematical strategy which checks binomial and 
exponential calculation for better approach.
Any QUESTION? 
?
Search Engine Optimization(SEO)

More Related Content

Search Engine Optimization(SEO)

  • 1. Search Engine Optimization (SEO) using DE Rahul Kodali(14300111073) Rohan Kamila(14300111079) Sentu Paul(14300111094) Supriya Mondal(14300111116) Surit Datta(14300111120) Siddharth Kar(14300111099)
  • 2. Agenda What is a Search Engine? Small History of Search Engine Examples of popular Search Engines Search Engine market share On Page SEO Off Page SEO How do Search engine works? Algorithm used for SEO Page Rank Algorithm HIT Algorithm SALSA, Weighted Page Rank, Distance Rank Algorithm Steps to developing a good SEO strategy
  • 3. What is SEO? What is Search engine?? web search engine is a software system that is designed to search for information on the World Wide Web. SEO = Search Engine Optimization Search engine optimization (SEO) is the process of affecting the visibility of a website or a web page in a search engines "natural" or un-paid ("organic") search results. You want your website to project itself in a conscious manner when read or by search engines through chosen indexed key words. The selection of these key words is a vital component of your websites level of visibility. Refers to the process of optimizing both the on-page and off-page ranking factors in order to achieve high search engine rankings for targeted search terms.
  • 4. Small History of Search Engine According to industry analyst Danny Sullivan, the phrase "search engine optimization" probably came into use in 1997. Early versions of search algorithms relied on webmaster-provided information such as the keyword Meta tag. Larry Page and Sergey Brin, developed "Backrub," a search engine that relied on a mathematical algorithm to rate the prominence of web pages. Later PageRank algorithm came.
  • 7. On Page SEO on-page optimization is a technique of seo in which we done on the pages of the website itself. In On Page seo design website seo friendly
  • 8. Off Page SEO off-page optimization is a technique of seo in which we covers activity that takes place elsewhere (e.g. link-building) outside the website. In the off page seo we doesnt change the website. We change back linking options.
  • 9. How Do Search Engines Work? Spider crawls the web to find new documents (web pages, other documents) typically by following hyperlinks from websites already in their database Search engines indexes the content (text, code) in these documents by adding it to their databases and then periodically updates this content Search engines search their own databases when a user enters in a search to find related documents (not searching web pages in real-time) Search engines rank the resulting documents using an algorithm (mathematical formula) by assigning various weights and ranking factors
  • 10. Algorithm used for SEO Page Rank Algorithm Hits Algorithm SALSA(The Stochastic Approach for Link- Structure Analysis (Lempel, Moran 2001) Weighted PageRank algorithm Distance Rank Algorithm Topic sensitive Page-Rank algorithm
  • 11. PageRank Algorithm Suppose a small universe of four web pages: A, B, C and D. If all those pages link to A, then the PR (PageRank) of page A would be the sum of the PR of pages B, C and D. PR(A) = PR(B) + PR(C) + PR(D) But then suppose page B also has a link to page C, and page D has links to all three pages. One cannot vote twice, and for that reason it is considered that page B has given half a vote to each. In the same logic, only one third of D's vote is counted for A's PageRank.
  • 12. Hits Algorithm Hyperlink-Induced Topic Search (HITS; also known as hubs and authorities) is a link analysis algorithm that rates Web pages, developed by Jon Kleinberg. Authority Update Rule:- Hub Update Rule:-
  • 13. SALSA, Weighted PageRank, Distance Rank Stochastic Approach for Link-Structure Analysis (SALSA) is a web page ranking algorithm designed by R. Lempel and S. Moran to assign high scores to hub and authority web pages SALSA is inspired by two other link-based ranking algorithms, namely HITS and PageRank SALSA can be seen as an improvement of HITS. Weighted Page Rank algorithm is an extension of the Page-Rank algorithm. The algorithm calculates the minimum average distance between two web pages and more pages.
  • 14. Conclusion Up to today SEO works is done by ACO(Ant Colony Optimization) and BCO(Bee Colony Optimization). Google search technique is based on ACO. We use DE(Differential Evolution) strategy for more efficient searching and also for a faster search. DE is a mathematical strategy which checks binomial and exponential calculation for better approach.