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Google Page Rank Algorithm Omkar Dash 7 th  Semester C.V.Raman College of Engineering
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AGENDUM
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Page Rank Technology :-
Definition of Page Rank  ,[object Object],[object Object],[object Object],[object Object]
CALCULATING PAGE RANK
[object Object],[object Object],[object Object],DEFINITION OF TERMS
[object Object],[object Object],Toolbar PageRank (log base 10) Real PageRank 0 0 - 10 1 10 - 100 2 100 - 1,000 3 1,000 - 10,000 4 10,000 - 100,000 5 and so on…
CALCULATION OF  PAGERANK ,[object Object],[object Object],A T1 T2 T3 . . . . . . . . TN PR(T1) PR(T2) PR(T3) . . . . . . . . PR(TN) C(A)
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Who came first  ? Chicken Or Egg ?
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
[object Object],[object Object],[object Object]
 
Lets Learn  By Examples !
C(A) = 1 and C(B) = 1  Let, us assume that  PR =1.0  & d = 0.85 (by theory !!) PR(A) = (1 – d) + d(PR(B)/1) PR(B) = (1 – d) + d(PR(A)/1) i.e. PR(A) = 0.15 + 0.85 * 1 = 1 PR(B) = 0.15 + 0.85 * 1= 1 The numbers aren’t changing at all ! We made a lucky guess !!
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],a: 0.99823 b: 0.99850 a: 0.99872 b: 0.99891 a: 0.99908 b: 0.99922 a: 0.99933 b: 0.99943 a: 0.99952 b: 0.99959 a: 0.99965 b: 0.99970 a: 0.99975 b: 0.99979 a: 0.99982 b: 0.99985 a: 0.99987 b: 0.99989 a: 0.99991 b: 0.99992 a: 0.99993 b: 0.99994 a: 0.99995 b: 0.99996 a: 0.99996 b: 0.99997 a: 0.99997 b: 0.99998 a: 0.99998 b: 0.99998 a: 0.99999 b: 0.99999 a: 0.99999 b: 0.99999 a: 0.99999 b: 0.99999 a: 0.99999 b: 1.00000  a: 1.00000 b: 1.00000  a: 0.00000 b: 0.00000  a: 0.15000 b: 0.27750 a: 0.38588 b: 0.47799 a: 0.55629 b: 0.62285 a: 0.67942 b: 0.72751 a: 0.76838 b: 0.80313 a: 0.83266 b: 0.85776 a: 0.87909 b: 0.89723 a: 0.91265 b: 0.92575 a: 0.93689 b: 0.94635 a: 0.95440 b: 0.96124 a: 0.96705 b: 0.97200 a: 0.97620 b: 0.97977 a: 0.98280 b: 0.98538 a: 0.98757 b: 0.98944 a: 0.99102 b: 0.99237 a: 0.99351 b: 0.99449 a: 0.99531 b: 0.99602 a: 0.99661 b: 0.99712 a: 0.99755 b: 0.99792
[object Object],[object Object],[object Object]
A B C D
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
……  just graphically representing it ! Its okay if A, B, C have Page Ranks, But how come D has ?  It has got no in bound links !! A (PR=1.49) B (PR=0.78) C (PR=1.57) D (PR=0.15)
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
 
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object]
 
[object Object],[object Object],[object Object]
[object Object]
Yes, those spam pages are pretty worthless but they sure add up!
[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
 
 
 
 
 
A BETTER  SERP ,[object Object],[object Object],[object Object]
REFERENCES ,[object Object],[object Object],[object Object],[object Object]
Thank You  Queries Please !
 

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Google Page Rank Algorithm

  • 1. Google Page Rank Algorithm Omkar Dash 7 th Semester C.V.Raman College of Engineering
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. Who came first ? Chicken Or Egg ?
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.  
  • 18. Lets Learn By Examples !
  • 19. C(A) = 1 and C(B) = 1 Let, us assume that PR =1.0 & d = 0.85 (by theory !!) PR(A) = (1 – d) + d(PR(B)/1) PR(B) = (1 – d) + d(PR(A)/1) i.e. PR(A) = 0.15 + 0.85 * 1 = 1 PR(B) = 0.15 + 0.85 * 1= 1 The numbers aren’t changing at all ! We made a lucky guess !!
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28. A B C D
  • 29.
  • 30.
  • 31.
  • 32.
  • 33. …… just graphically representing it ! Its okay if A, B, C have Page Ranks, But how come D has ? It has got no in bound links !! A (PR=1.49) B (PR=0.78) C (PR=1.57) D (PR=0.15)
  • 34.
  • 35.
  • 36.
  • 37.  
  • 38.
  • 39.
  • 40.
  • 41.  
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.  
  • 47.
  • 48.
  • 49. Yes, those spam pages are pretty worthless but they sure add up!
  • 50.
  • 51.
  • 52.  
  • 53.  
  • 54.  
  • 55.  
  • 56.  
  • 57.
  • 58.
  • 59. Thank You Queries Please !
  • 60.