Partitioning of Web graphs by community topology

We introduce a stricter Web community definition to overcome boundary ambiguity of a Web community defined by Flake, Lawrence and Giles [2], and consider the problem of finding communities that satisfy our definition. We discuss how to find such communities and hardness of this problem. We also propose Web page partitioning by equivalence relation defined using the class of communities of our definition. Though the problem of efficiently finding all communities of our definition is NP-complete, we propose an efficient method of finding a subclass of communities among the sets partitioned by each of n - 1 cuts represented by a GomoryHu tree [10], and partitioning a Web graph by equivalence relation defined using the subclass. According to our preliminary experiments, partitioning by our method divided the pages retrieved by keyword search into several different categories to some extent. Categories and Subject Descriptors H.2.8 [Database Management]: Database Applications-data mining; ...

• Type: Conference
• Year: 2005
• Where: WWW
• Authors: Hidehiko Ino, Mineichi Kudo, Atsuyoshi Nakamura
• Keywords: Equivalence Relation, Internet Technology, Web Community Definition, Web Page Partitioning, WWW 2005