Exploring information diffusion patterns with social relationships in the blogosphere

Wei-Guang Teng, Wei Ming Pai, Kuan Chung Chen

研究成果: Conference contribution

4 引文 斯高帕斯(Scopus)

摘要

Undoubtedly, blogs are a significant representative in the Web 2.0 age. Every user on the Internet is able to own his or her blog space as a platform to publish personal thoughts, ideas, comments or works. Information can thus be propagated and shared in a much easier way and this has led to the development and evolution of user communities in the blogosphere. In this work, the phenomenon of information diffusion is studied through the observation of evolving social relationships among bloggers. Specifically, it is noted that a social network can be formed with bloggers and corresponding subscription relationships. Moreover, the subscription of a blogger to another blog site may reflect that the distance among relevant bloggers is shortened due to information diffusion. Consequently, we devise in this work a new data mining capability, i.e., the shortcut patterns, and a proper approach to identify such patterns. Empirical studies show that the proposed scheme is feasible in various applications, including viral marketing and personalized recommendation.

原文English
主出版物標題Proceedings of the 2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009
頁面422-427
頁數6
DOIs
出版狀態Published - 2009 十一月 17
事件2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009 - Kowloon, Hong Kong, Hong Kong
持續時間: 2009 六月 152009 六月 17

出版系列

名字Proceedings of the 2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009

Other

Other2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009
國家Hong Kong
城市Kowloon, Hong Kong
期間09-06-1509-06-17

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems
  • Software

指紋 深入研究「Exploring information diffusion patterns with social relationships in the blogosphere」主題。共同形成了獨特的指紋。

  • 引用此

    Teng, W-G., Pai, W. M., & Chen, K. C. (2009). Exploring information diffusion patterns with social relationships in the blogosphere. 於 Proceedings of the 2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009 (頁 422-427). [5250703] (Proceedings of the 2009 8th IEEE International Conference on Cognitive Informatics, ICCI 2009). https://doi.org/10.1109/COGINF.2009.5250703