Automatically categorizing blog articles using ontology tree built by DBpedia

Yi Hui Chen; Eric Jui Lin Lu; Hsueh Chun Chien

doi:10.3233/978-1-61499-484-8-1229

Automatically categorizing blog articles using ontology tree built by DBpedia

Yi Hui Chen
, Eric Jui Lin Lu^*
, Hsueh Chun Chien

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Due to the rapid development of social networks, users used to share information, such as blogs with friends in public throughthe social networks. Blogs, one of the main platforms for social networks, are still like isolated island. To overcome this problem, interlinks are used to link blogs. The paper extends the platform we developed, called Blog Connect, to automatically create interlinks among blog posts. The queried keywords collected by Blog Connect are used to search the corresponding category from DBpedia. In the experiments, the precision is above 50% to show its feasibility.

Original language	English
Title of host publication	Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014
Editors	William Cheng-Chung Chu, Han-Chieh Chao, Stephen Jenn-Hwa Yang
Publisher	IOS Press BV
Pages	1229-1238
Number of pages	10
ISBN (Electronic)	9781614994831
DOIs	https://doi.org/10.3233/978-1-61499-484-8-1229
State	Published - 2015
Externally published	Yes
Event	International Computer Symposium, ICS 2014 - Taichung, Taiwan Duration: 12 12 2014 → 14 12 2014

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	274
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

Conference

Conference	International Computer Symposium, ICS 2014
Country/Territory	Taiwan
City	Taichung
Period	12/12/14 → 14/12/14

Bibliographical note

Publisher Copyright:
© 2015 The authors and IOS Press. All rights reserved.

Keywords

Blog Connect
DBpedia
Linking Open Data
interlinking

Access to Document

10.3233/978-1-61499-484-8-1229

Cite this

Chen, Y. H., Lu, E. J. L., & Chien, H. C. (2015). Automatically categorizing blog articles using ontology tree built by DBpedia. In W. C.-C. Chu, H.-C. Chao, & S. J.-H. Yang (Eds.), Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014 (pp. 1229-1238). (Frontiers in Artificial Intelligence and Applications; Vol. 274). IOS Press BV. https://doi.org/10.3233/978-1-61499-484-8-1229

Chen, Yi Hui ; Lu, Eric Jui Lin ; Chien, Hsueh Chun. / Automatically categorizing blog articles using ontology tree built by DBpedia. Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. editor / William Cheng-Chung Chu ; Han-Chieh Chao ; Stephen Jenn-Hwa Yang. IOS Press BV, 2015. pp. 1229-1238 (Frontiers in Artificial Intelligence and Applications).

@inproceedings{ec47f2349eba4656be989063fb758342,

title = "Automatically categorizing blog articles using ontology tree built by DBpedia",

abstract = "Due to the rapid development of social networks, users used to share information, such as blogs with friends in public throughthe social networks. Blogs, one of the main platforms for social networks, are still like isolated island. To overcome this problem, interlinks are used to link blogs. The paper extends the platform we developed, called Blog Connect, to automatically create interlinks among blog posts. The queried keywords collected by Blog Connect are used to search the corresponding category from DBpedia. In the experiments, the precision is above 50\% to show its feasibility.",

keywords = "Blog Connect, DBpedia, Linking Open Data, interlinking",

author = "Chen, \{Yi Hui\} and Lu, \{Eric Jui Lin\} and Chien, \{Hsueh Chun\}",

year = "2015",

doi = "10.3233/978-1-61499-484-8-1229",

language = "英语",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS Press BV",

pages = "1229--1238",

editor = "Chu, \{William Cheng-Chung\} and Han-Chieh Chao and Yang, \{Stephen Jenn-Hwa\}",

booktitle = "Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014",

address = "荷兰",

}

Chen, YH, Lu, EJL & Chien, HC 2015, Automatically categorizing blog articles using ontology tree built by DBpedia. in WC-C Chu, H-C Chao & SJ-H Yang (eds), Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Frontiers in Artificial Intelligence and Applications, vol. 274, IOS Press BV, pp. 1229-1238, International Computer Symposium, ICS 2014, Taichung, Taiwan, 12/12/14. https://doi.org/10.3233/978-1-61499-484-8-1229

Automatically categorizing blog articles using ontology tree built by DBpedia. / Chen, Yi Hui; Lu, Eric Jui Lin; Chien, Hsueh Chun.
Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. ed. / William Cheng-Chung Chu; Han-Chieh Chao; Stephen Jenn-Hwa Yang. IOS Press BV, 2015. p. 1229-1238 (Frontiers in Artificial Intelligence and Applications; Vol. 274).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Automatically categorizing blog articles using ontology tree built by DBpedia

AU - Chen, Yi Hui

AU - Lu, Eric Jui Lin

AU - Chien, Hsueh Chun

PY - 2015

Y1 - 2015

N2 - Due to the rapid development of social networks, users used to share information, such as blogs with friends in public throughthe social networks. Blogs, one of the main platforms for social networks, are still like isolated island. To overcome this problem, interlinks are used to link blogs. The paper extends the platform we developed, called Blog Connect, to automatically create interlinks among blog posts. The queried keywords collected by Blog Connect are used to search the corresponding category from DBpedia. In the experiments, the precision is above 50% to show its feasibility.

AB - Due to the rapid development of social networks, users used to share information, such as blogs with friends in public throughthe social networks. Blogs, one of the main platforms for social networks, are still like isolated island. To overcome this problem, interlinks are used to link blogs. The paper extends the platform we developed, called Blog Connect, to automatically create interlinks among blog posts. The queried keywords collected by Blog Connect are used to search the corresponding category from DBpedia. In the experiments, the precision is above 50% to show its feasibility.

KW - Blog Connect

KW - DBpedia

KW - Linking Open Data

KW - interlinking

UR - https://www.scopus.com/pages/publications/84926434118

U2 - 10.3233/978-1-61499-484-8-1229

DO - 10.3233/978-1-61499-484-8-1229

M3 - 会议稿件

AN - SCOPUS:84926434118

T3 - Frontiers in Artificial Intelligence and Applications

SP - 1229

EP - 1238

BT - Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014

A2 - Chu, William Cheng-Chung

A2 - Chao, Han-Chieh

A2 - Yang, Stephen Jenn-Hwa

PB - IOS Press BV

T2 - International Computer Symposium, ICS 2014

Y2 - 12 December 2014 through 14 December 2014

ER -

Chen YH, Lu EJL, Chien HC. Automatically categorizing blog articles using ontology tree built by DBpedia. In Chu WCC, Chao HC, Yang SJH, editors, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. IOS Press BV. 2015. p. 1229-1238. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-484-8-1229

Automatically categorizing blog articles using ontology tree built by DBpedia

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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