Summarization of documents by finding key sentences based on social network analysis

Su Gon Cho; Seoung Bum Kim

doi:10.1007/978-3-319-19066-2_28

Summarization of documents by finding key sentences based on social network analysis

Su Gon Cho
, Seoung Bum Kim^*

^*Corresponding author for this work

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

7 Citations (Scopus)

Abstract

Finding key sentences or paragraphs from a document is an important and challenging problem. In recent years, the amount of text data has grown astronomically and this growth has produced a great demand for text summarization. In the present study, we propose a new text summarization process by text mining and social network methods.

Original language	English
Title of host publication	Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings
Editors	Chang-Hwan Lee, Yongdai Kim, Young Sig Kwon, Juntae Kim, Moonis Ali
Publisher	Springer Verlag
Pages	285-292
Number of pages	8
ISBN (Print)	9783319190655
DOIs	https://doi.org/10.1007/978-3-319-19066-2_28
Publication status	Published - 2015
Event	28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015 - Seoul, Korea, Republic of Duration: 2015 Jun 10 → 2015 Jun 12

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9101
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015
Country/Territory	Korea, Republic of
City	Seoul
Period	15/6/10 → 15/6/12

Bibliographical note

Publisher Copyright:
© Springer International Publishing Switzerland 2015.

Keywords

Centrality degree
Social network
Text mining
Text summarization

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-19066-2_28

Cite this

Cho, S. G., & Kim, S. B. (2015). Summarization of documents by finding key sentences based on social network analysis. In C.-H. Lee, Y. Kim, Y. S. Kwon, J. Kim, & M. Ali (Eds.), Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings (pp. 285-292). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9101). Springer Verlag. https://doi.org/10.1007/978-3-319-19066-2_28

Summarization of documents by finding key sentences based on social network analysis. / Cho, Su Gon; Kim, Seoung Bum.
Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings. ed. / Chang-Hwan Lee; Yongdai Kim; Young Sig Kwon; Juntae Kim; Moonis Ali. Springer Verlag, 2015. p. 285-292 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9101).

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

Cho, SG & Kim, SB 2015, Summarization of documents by finding key sentences based on social network analysis. in C-H Lee, Y Kim, YS Kwon, J Kim & M Ali (eds), Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9101, Springer Verlag, pp. 285-292, 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Seoul, Korea, Republic of, 15/6/10. https://doi.org/10.1007/978-3-319-19066-2_28

Cho SG, Kim SB. Summarization of documents by finding key sentences based on social network analysis. In Lee CH, Kim Y, Kwon YS, Kim J, Ali M, editors, Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings. Springer Verlag. 2015. p. 285-292. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-19066-2_28

Cho, Su Gon ; Kim, Seoung Bum. / Summarization of documents by finding key sentences based on social network analysis. Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings. editor / Chang-Hwan Lee ; Yongdai Kim ; Young Sig Kwon ; Juntae Kim ; Moonis Ali. Springer Verlag, 2015. pp. 285-292 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Summarization of documents by finding key sentences based on social network analysis

Abstract

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Keywords

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