Time Graph Pattern Mining for Web Analysis and Information Retrieval

摘要：

Graph patterns on the web are characteristic substructures of web graphs. Graph patterns have played important roles in web anal ysis and information retrieval. However, temporal characteristics of the web have not been estimated sufficiently in previously proposed graph patterns. We first propose time graph patterns, and then, we mine the patterns representing topics that are discussed extensively on the web. Conducting experiments using those mined patterns, we finally ascertain that time graph pattern opens a novel way for information retrieval and web analysis reflecting ternporal characteristics.

作者: Taihei Oshino Yasuhito Asano Masatoshi Yoshikawa

作者单位: Department of Social Informatics, Graduate School of Informatics, Kyoto University Yoshida Honmachi, Sakyo-ku, Kyoto, 606-8591 Japan

会议类型: 国际会议

会议名称: 11th International Conference,WAIM 2010(第十一届网络时代管理国际会议)

会议地点: 九寨沟

会议语种:英文

页码: 40-46

在线出版日期: 2010-07-14（万方平台首次上网日期，不代表论文的发表时间）