Presentation | 2011-12-16 A Study on Characteristics of Topic-Specific Information Cascade in Twitter Geerajit RATTANARITNONT, Masashi TOYODA, Masaru KITSUREGAWA, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this paper, we study patterns of information diffusion and behaviors of participating users in Twitter. We investigate characteristics of hashtag cascade in various topics by exploiting distributions of user influence, which are cascade ratio, tweet ratio, and time interval. We show that topics of major hashtags can be characterized by these distributions. For example, people using political hashtags often influence many of their friends and continuously discuss on the topics. Our experiments also show that the hashtags can be roughly clustered into topics using only those measures, and miss-clustered hashtags have some special roles in their topics. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Social network / Information diffusion / Web mining |
Paper # | DE2011-51 |
Date of Issue |
Conference Information | |
Committee | DE |
---|---|
Conference Date | 2011/12/9(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Data Engineering (DE) |
---|---|
Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Study on Characteristics of Topic-Specific Information Cascade in Twitter |
Sub Title (in English) | |
Keyword(1) | Social network |
Keyword(2) | Information diffusion |
Keyword(3) | Web mining |
1st Author's Name | Geerajit RATTANARITNONT |
1st Author's Affiliation | Institute of Industrial Science The University of Tokyo() |
2nd Author's Name | Masashi TOYODA |
2nd Author's Affiliation | Institute of Industrial Science The University of Tokyo |
3rd Author's Name | Masaru KITSUREGAWA |
3rd Author's Affiliation | Institute of Industrial Science The University of Tokyo |
Date | 2011-12-16 |
Paper # | DE2011-51 |
Volume (vol) | vol.111 |
Number (no) | 361 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |