Co-occurrence analysis focused on blogger communities

Shin Ya Sato, Kensuke Fukuda, Toshio Hirotsu, Satoshi Kurihara, Toshiharu Sugawara

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

1 Citation (Scopus)

Abstract

We studied the problem of finding a subspace of Web pages that is contextually consistent for co-occurrence analysis. We looked at blogs and proposed blogger-based co-occurrence analysis, which assumes that two items are relevant to each other if they appear in any of the blog entries posted by the same blogger. We show that (1) bloggerbased analysis outperforms page-based analysis in solving context-sensitive problems and that (2) analysis focused on bloggers forming a community yields better performance compared with that focused on isolated bloggers.

Original languageEnglish
Title of host publicationProceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
Pages372-376
Number of pages5
DOIs
Publication statusPublished - 2008 Dec 1
Externally publishedYes
Event2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008 - Sydney, NSW, Australia
Duration: 2008 Dec 92008 Dec 12

Other

Other2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
CountryAustralia
CitySydney, NSW
Period08/12/908/12/12

Fingerprint

Blogs
Websites

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Sato, S. Y., Fukuda, K., Hirotsu, T., Kurihara, S., & Sugawara, T. (2008). Co-occurrence analysis focused on blogger communities. In Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008 (pp. 372-376). [4740475] https://doi.org/10.1109/WIIAT.2008.28

Co-occurrence analysis focused on blogger communities. / Sato, Shin Ya; Fukuda, Kensuke; Hirotsu, Toshio; Kurihara, Satoshi; Sugawara, Toshiharu.

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008. 2008. p. 372-376 4740475.

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

Sato, SY, Fukuda, K, Hirotsu, T, Kurihara, S & Sugawara, T 2008, Co-occurrence analysis focused on blogger communities. in Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008., 4740475, pp. 372-376, 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, Sydney, NSW, Australia, 08/12/9. https://doi.org/10.1109/WIIAT.2008.28
Sato SY, Fukuda K, Hirotsu T, Kurihara S, Sugawara T. Co-occurrence analysis focused on blogger communities. In Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008. 2008. p. 372-376. 4740475 https://doi.org/10.1109/WIIAT.2008.28
Sato, Shin Ya ; Fukuda, Kensuke ; Hirotsu, Toshio ; Kurihara, Satoshi ; Sugawara, Toshiharu. / Co-occurrence analysis focused on blogger communities. Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008. 2008. pp. 372-376
@inproceedings{e4e1fb004e67482ab69a71d90315979a,
title = "Co-occurrence analysis focused on blogger communities",
abstract = "We studied the problem of finding a subspace of Web pages that is contextually consistent for co-occurrence analysis. We looked at blogs and proposed blogger-based co-occurrence analysis, which assumes that two items are relevant to each other if they appear in any of the blog entries posted by the same blogger. We show that (1) bloggerbased analysis outperforms page-based analysis in solving context-sensitive problems and that (2) analysis focused on bloggers forming a community yields better performance compared with that focused on isolated bloggers.",
author = "Sato, {Shin Ya} and Kensuke Fukuda and Toshio Hirotsu and Satoshi Kurihara and Toshiharu Sugawara",
year = "2008",
month = "12",
day = "1",
doi = "10.1109/WIIAT.2008.28",
language = "English",
isbn = "9780769534961",
pages = "372--376",
booktitle = "Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008",

}

TY - GEN

T1 - Co-occurrence analysis focused on blogger communities

AU - Sato, Shin Ya

AU - Fukuda, Kensuke

AU - Hirotsu, Toshio

AU - Kurihara, Satoshi

AU - Sugawara, Toshiharu

PY - 2008/12/1

Y1 - 2008/12/1

N2 - We studied the problem of finding a subspace of Web pages that is contextually consistent for co-occurrence analysis. We looked at blogs and proposed blogger-based co-occurrence analysis, which assumes that two items are relevant to each other if they appear in any of the blog entries posted by the same blogger. We show that (1) bloggerbased analysis outperforms page-based analysis in solving context-sensitive problems and that (2) analysis focused on bloggers forming a community yields better performance compared with that focused on isolated bloggers.

AB - We studied the problem of finding a subspace of Web pages that is contextually consistent for co-occurrence analysis. We looked at blogs and proposed blogger-based co-occurrence analysis, which assumes that two items are relevant to each other if they appear in any of the blog entries posted by the same blogger. We show that (1) bloggerbased analysis outperforms page-based analysis in solving context-sensitive problems and that (2) analysis focused on bloggers forming a community yields better performance compared with that focused on isolated bloggers.

UR - http://www.scopus.com/inward/record.url?scp=62949218614&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=62949218614&partnerID=8YFLogxK

U2 - 10.1109/WIIAT.2008.28

DO - 10.1109/WIIAT.2008.28

M3 - Conference contribution

AN - SCOPUS:62949218614

SN - 9780769534961

SP - 372

EP - 376

BT - Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

ER -