This document discusses search engine optimization (SEO). It begins by defining SEO and search engines. It then provides a brief history of search engines, including the development of early algorithms like Backrub and PageRank. The document also lists some popular search engines and their current market shares. It explores on-page and off-page SEO techniques. Additionally, it examines several ranking algorithms used for SEO, including PageRank, HITS, SALSA, and Weighted PageRank. Finally, it proposes using differential evolution strategy for more efficient search engine optimization.
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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.