Construction of a blog network based on information diffusion

Seung Hwan Lim, Sang Wook Kim, Soyoun Kim, Sanghyun Park

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

The blog world is a representative online society. To understand the nature of the blog world, there have been many research efforts on analyzing information diffusion and blog-ger activities. The independent cascade model is appropriate to explain information diffusion in the blog world. For the model to be employed, the blog world should be represented as a form of a network. For accurate analysis, it is crucial to assign a diffusion probability to each edge between a pair of bloggers in the blog network. In this paper, we propose a novel method to assign a diffusion probability to an edge for a pair of bloggers that reflects well the phenomenon of actual information diffusion between them. We verify the superiority of our approach by performing extensive experiments with real-world blog data.

Original languageEnglish
Title of host publication26th Annual ACM Symposium on Applied Computing, SAC 2011
Pages937-941
Number of pages5
DOIs
Publication statusPublished - 2011 Jun 23
Event26th Annual ACM Symposium on Applied Computing, SAC 2011 - TaiChung, Taiwan, Province of China
Duration: 2011 Mar 212011 Mar 24

Publication series

NameProceedings of the ACM Symposium on Applied Computing

Other

Other26th Annual ACM Symposium on Applied Computing, SAC 2011
CountryTaiwan, Province of China
CityTaiChung
Period11/3/2111/3/24

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Blogs

All Science Journal Classification (ASJC) codes

  • Software

Cite this

Lim, S. H., Kim, S. W., Kim, S., & Park, S. (2011). Construction of a blog network based on information diffusion. In 26th Annual ACM Symposium on Applied Computing, SAC 2011 (pp. 937-941). (Proceedings of the ACM Symposium on Applied Computing). https://doi.org/10.1145/1982185.1982391
Lim, Seung Hwan ; Kim, Sang Wook ; Kim, Soyoun ; Park, Sanghyun. / Construction of a blog network based on information diffusion. 26th Annual ACM Symposium on Applied Computing, SAC 2011. 2011. pp. 937-941 (Proceedings of the ACM Symposium on Applied Computing).
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title = "Construction of a blog network based on information diffusion",
abstract = "The blog world is a representative online society. To understand the nature of the blog world, there have been many research efforts on analyzing information diffusion and blog-ger activities. The independent cascade model is appropriate to explain information diffusion in the blog world. For the model to be employed, the blog world should be represented as a form of a network. For accurate analysis, it is crucial to assign a diffusion probability to each edge between a pair of bloggers in the blog network. In this paper, we propose a novel method to assign a diffusion probability to an edge for a pair of bloggers that reflects well the phenomenon of actual information diffusion between them. We verify the superiority of our approach by performing extensive experiments with real-world blog data.",
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Lim, SH, Kim, SW, Kim, S & Park, S 2011, Construction of a blog network based on information diffusion. in 26th Annual ACM Symposium on Applied Computing, SAC 2011. Proceedings of the ACM Symposium on Applied Computing, pp. 937-941, 26th Annual ACM Symposium on Applied Computing, SAC 2011, TaiChung, Taiwan, Province of China, 11/3/21. https://doi.org/10.1145/1982185.1982391

Construction of a blog network based on information diffusion. / Lim, Seung Hwan; Kim, Sang Wook; Kim, Soyoun; Park, Sanghyun.

26th Annual ACM Symposium on Applied Computing, SAC 2011. 2011. p. 937-941 (Proceedings of the ACM Symposium on Applied Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Lim SH, Kim SW, Kim S, Park S. Construction of a blog network based on information diffusion. In 26th Annual ACM Symposium on Applied Computing, SAC 2011. 2011. p. 937-941. (Proceedings of the ACM Symposium on Applied Computing). https://doi.org/10.1145/1982185.1982391