A novel representation of graph structures in web mining and data analysis

A novel representation of graph structures in web mining and data analysis

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Article ID: iaor20073848
Country: United Kingdom
Volume: 33
Issue: 1
Start Page Number: 65
End Page Number: 71
Publication Date: Feb 2005
Journal: OMEGA
Authors: , ,
Keywords: datamining, internet
Abstract:

The paper presents a new graph representation, the graph matrix, which combines the adjacency matrix with the linked lists allowing for the fastest possible access to different types of information on a graph. This is increasingly important for a high search performance, for instance, for rapidly extracting information from the link structure in a hub and authority graph of the World-Wide-Web. A very recent application for the proposed data structure arises from categorical data clustering defining proximity and similarity of data through their patterns of co-occurrence.

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