Application of LinkClus in blogosphere
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yoon, Seok-Ho | - |
dc.contributor.author | Song, Suk-Soon | - |
dc.contributor.author | Kim, Sang-Wook | - |
dc.contributor.author | Ha, Jiwoon | - |
dc.contributor.author | Lee, Junghoon | - |
dc.contributor.author | Kim, Hanil | - |
dc.date.accessioned | 2022-12-20T10:43:04Z | - |
dc.date.available | 2022-12-20T10:43:04Z | - |
dc.date.created | 2022-09-16 | - |
dc.date.issued | 2010-12 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/173285 | - |
dc.description.abstract | This paper addresses clustering of blog users and posts in blogosphere. First, we model blogosphere as a bipartite graph where blog users and posts correspond to nodes of two types and actions on posts performed by blog users corresponds to links. Next, for clustering in blogosphere, we employ LinkClus, a link-based algorithm that finds clusters of nodes in a network effectively and efficiently. For more accurate clustering, we propose two refinements: (1) change of granularity from blog users to folders, and (2) removal of blog users and posts being highly likely to incur noises. Finally, we verify the effectiveness of the proposed approach by showing how the posts and blog users in the same cluster are similar to one another in terms of their contents. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.title | Application of LinkClus in blogosphere | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Sang-Wook | - |
dc.identifier.doi | 10.1109/ICNIDC.2010.5657906 | - |
dc.identifier.scopusid | 2-s2.0-78651276311 | - |
dc.identifier.bibliographicCitation | Proceedings - 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC 2010, pp.95 - 99 | - |
dc.relation.isPartOf | Proceedings - 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC 2010 | - |
dc.citation.title | Proceedings - 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC 2010 | - |
dc.citation.startPage | 95 | - |
dc.citation.endPage | 99 | - |
dc.type.rims | ART | - |
dc.type.docType | Conference Paper | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordPlus | Bipartite graphs | - |
dc.subject.keywordPlus | Blogospheres | - |
dc.subject.keywordPlus | Link-based clustering | - |
dc.subject.keywordPlus | Data mining | - |
dc.subject.keywordPlus | Graph theory | - |
dc.subject.keywordPlus | Internet | - |
dc.subject.keywordPlus | Blogs | - |
dc.subject.keywordAuthor | Blogosphere | - |
dc.subject.keywordAuthor | Data mining | - |
dc.subject.keywordAuthor | Link-based clustering | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/5657906 | - |
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