Accumulated
PageRank of all pages of the web equals the total number of web pages, it
follows directly that an additional web page increases the added up PageRank
for all pages of the web by one. But far more interesting than the effect on
the added up PageRank of the web is the impact of additional pages on the
PageRank of actual websites.
To
illustrate the effects of addional web pages, we take a look at a hierachically
structured web site consisting of three pages A, B and C, which are joined by
an additional page D on the hierarchically lower level of the site. The site
has no outbound links. A link from page X which has no other outbound links and
a PageRank of 10 points to page A. At a damping factor d of 0.75, the equations
for the single pages' PageRank values before adding page D are given by
PR(A) = 0.25 + 0.75 (10 + PR(B) + PR(C))
PR(B) = PR(C) = 0.25 + 0.75 (PR(A) / 2)
PR(A) = 0.25 + 0.75 (10 + PR(B) + PR(C))
PR(B) = PR(C) = 0.25 + 0.75 (PR(A) / 2)
Solving
the equations gives us the following PageRank values:
PR(A)
= 260/14
PR(B) = 101/14
PR(C) = 101/14
PR(B) = 101/14
PR(C) = 101/14
After
adding page D, the equations for the pages' PageRank values are given by
PR(A)
= 0.25 + 0.75 (10 + PR(B) + PR(C) + PR(D))
PR(B) = PR(C) = PR(D) = 0.25 + 0.75 (PR(A) / 3)
PR(B) = PR(C) = PR(D) = 0.25 + 0.75 (PR(A) / 3)
Solving
these equations gives us the follwing PageRank values:
PR(A)
= 266/14
PR(B) = 70/14
PR(C) = 70/14
PR(D) = 70/14
PR(B) = 70/14
PR(C) = 70/14
PR(D) = 70/14
As
to be expected since our example site has no outbound links, after adding page
D, the accumulated PageRank of all pages increases by one from 33 to 34.
Further, the PageRank of page A rises marginally. In contrast, the PageRank of
pages B and C depletes substantially.