The anatomy of a large-scale hypertextual Web search engine
Citations
23,600 citations
20,196 citations
17,647 citations
Cites background or methods from "The anatomy of a large-scale hypert..."
...The classic algorithm, due to Brin and Page [72] and Page et al....
[...]
...While performing a network crawl is, in principle, straightforward (although in practice it may be technically very challenging [72]), there are nonetheless some interesting theoretical questions arising....
[...]
...Most often we are interested in the authority weights which, eliminating y, obey AAx = λμx, so that the primary difference between the method of Brin and Page [72] and the method of Kleinberg is the replacement of the adjacency matrix with the symmetric product AA ....
[...]
9,057 citations
Cites background or methods from "The anatomy of a large-scale hypert..."
...Detecting communities in the web graph may help to identify the artificial clusters created by link farms in order to enhance the PageRank (Brin and Page, 1998) value of web sites and grant them a higher Google ranking....
[...]
...This method accounts for the fact that a point may belong to two or more clusters at the same time and is widely used in pattern recognition....
[...]
...For instance, the algorithm by Gori and Pucci (Gori and Pucci, 2007) and that by Tong et al. (Tong et al., 2008) used similarity measures derived from Google’s PageRank process (Brin and Page, 1998)....
[...]
...Ideally, one would like to have the lowest possible values for the exponents, which would correspond to the lowest possible computational demands....
[...]
8,432 citations
References
347 citations
"The anatomy of a large-scale hypert..." refers background in this paper
...Compared to the growth of the Web and the importance of search engines there are precious few documents about recent search engines [Pinkerton 94]....
[...]
342 citations
321 citations
255 citations
224 citations