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 | , |
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Format | Patent |
Language | English |
Published |
15.04.2003
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Online Access | Get full text |
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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. |
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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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