System and method employing random walks for mining web page associations and usage to optimize user-oriented web page refresh and pre-fetch scheduling

1. Field of the Invention A method for estimating an association between the media objects and the seed Web page accessed by a user. The method is employed in the context of a Web space on a network having Web pages and links between those Web pages modeled as a directed graph. Each Web page compris...

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Main Authors Candan, Kasim Selcuk, Li, Wen-Syan
Format Patent
LanguageEnglish
Published 15.04.2003
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Abstract 1. Field of the Invention A method for estimating an association between the media objects and the seed Web page accessed by a user. The method is employed in the context of a Web space on a network having Web pages and links between those Web pages modeled as a directed graph. Each Web page comprises a set of media objects and a page author. For each object a size, a user preference and a page author preference are determined. The network has an available pre-fetch bandwidth. The method calculates a weight for each Web object by applying preference rules defined by and user preference and page author preference to the contents of the set of media objects. Next, a random walk graph is generated, and object gains are calculated by finding a steady state distribution of the random walk graph. The object gain represents an association between the object and the seed Web page.
AbstractList 1. Field of the Invention A method for estimating an association between the media objects and the seed Web page accessed by a user. The method is employed in the context of a Web space on a network having Web pages and links between those Web pages modeled as a directed graph. Each Web page comprises a set of media objects and a page author. For each object a size, a user preference and a page author preference are determined. The network has an available pre-fetch bandwidth. The method calculates a weight for each Web object by applying preference rules defined by and user preference and page author preference to the contents of the set of media objects. Next, a random walk graph is generated, and object gains are calculated by finding a steady state distribution of the random walk graph. The object gain represents an association between the object and the seed Web page.
Author Li, Wen-Syan
Candan, Kasim Selcuk
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References Doerre et al. (6446061) 20020900
Chakrabarti et al. Mining the Web's Link Structure, Aug. 1999, Computer, vol. 32, No. 8, pp. 60-67.
Pirolli et al. (6098064) 20000800
Bates et al. (6275858) 20010800
Chakrabarti et al. (6418433) 20020700
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Snippet 1. Field of the Invention A method for estimating an association between the media objects and the seed Web page accessed by a user. The method is employed in...
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Title System and method employing random walks for mining web page associations and usage to optimize user-oriented web page refresh and pre-fetch scheduling
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