The Anatomy of a Large-Scale Hypertextual Web Search Engine

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The Anatomy of a Large-Scale Hypertextual Web Search Engine (1998)

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by Sergey Brin , Lawrence Page

Venue:	COMPUTER NETWORKS AND ISDN SYSTEMS
Citations:	4653 - 5 self

BibTeX

@INPROCEEDINGS{Brin98theanatomy,
    author = {Sergey Brin and Lawrence Page},
    title = {The Anatomy of a Large-Scale Hypertextual Web Search Engine},
    booktitle = {COMPUTER NETWORKS AND ISDN SYSTEMS},
    year = {1998},
    pages = {107--117},
    publisher = {Elsevier Science Publishers B. V.}
}

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Abstract

In this paper, we present Google, a prototype of a large-scale search engine which makes heavy use of the structure present in hypertext. Google is designed to crawl and index the Web efficiently and produce much more satisfying search results than existing systems. The prototype with a full text and hyperlink database of at least 24 million pages is available at http://google.stanford.edu/ To engineer a search engine is a challenging task. Search engines index tens to hundreds of millions of web pages involving a comparable number of distinct terms. They answer tens of millions of queries every day. Despite the importance of large-scale search engines on the web, very little academic research has been done on them. Furthermore, due to rapid advance in technology and web proliferation, creating a web search engine today is very different from three years ago. This paper provides an in-depth description of our large-scale web search engine -- the first such detailed public description we know of to date. Apart from the problems of scaling traditional search techniques to data of this magnitude, there are new technical challenges involved with using the additional information present in hypertext to produce better search results. This paper addresses this question of how to build a practical large-scale system which can exploit the additional information present in hypertext. Also we look at the problem of how to effectively deal with uncontrolled hypertext collections where anyone can publish anything they want.

Keyphrases

large-scale hypertextual web search engine large-scale search engine additional information present web search engine today structure present large-scale web search engine new technical challenge web proliferation uncontrolled hypertext collection distinct term comparable number little academic research full text public description rapid advance index ten in-depth description satisfying search result traditional search technique practical large-scale system challenging task search result search engine web page heavy use

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