A new approach to blog post summarization using fast features

Shuang Sun; Zhao Lv; Liang He; Junzhong Gu

doi:10.1109/FSKD.2008.268

A new approach to blog post summarization using fast features

Shuang Sun^*
, Zhao Lv
, Liang He
, Junzhong Gu

^*Corresponding author for this work

School of Computer Science and Technology

East China Normal University

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

1 Scopus citations

Abstract

Blog post summarization using fast features facilitates users' quick browsing through blog search results. Much existing research on blogs ignores blog tags and text structure. In this paper, we re-formalize the blog post summarization problem as a sentence extraction and sentence ranking problem. Three fast features, important sentences, blog tags and blog comments, are proposed to calculate salience scores of representative words. Then we propose an average-summation-based sentence selection method called ASS to select sentences based on the salience scores of content words in sentences. As been used to evaluate on human-labeled sentences, ASS showed anticipated results.

Original language	English
Title of host publication	Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008
Pages	8-13
Number of pages	6
DOIs	https://doi.org/10.1109/FSKD.2008.268
State	Published - 2008
Event	5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008 - Jinan, Shandong, China Duration: 18 Oct 2008 → 20 Oct 2008

Publication series

Name	Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008
Volume	2

Conference

Conference	5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008
Country/Territory	China
City	Jinan, Shandong
Period	18/10/08 → 20/10/08

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10.1109/FSKD.2008.268

Cite this

Sun, S., Lv, Z., He, L., & Gu, J. (2008). A new approach to blog post summarization using fast features. In Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008 (pp. 8-13). Article 4666070 (Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008; Vol. 2). https://doi.org/10.1109/FSKD.2008.268

@inproceedings{18c128277db144e989bd79c65e6301bb,

title = "A new approach to blog post summarization using fast features",

abstract = "Blog post summarization using fast features facilitates users' quick browsing through blog search results. Much existing research on blogs ignores blog tags and text structure. In this paper, we re-formalize the blog post summarization problem as a sentence extraction and sentence ranking problem. Three fast features, important sentences, blog tags and blog comments, are proposed to calculate salience scores of representative words. Then we propose an average-summation-based sentence selection method called ASS to select sentences based on the salience scores of content words in sentences. As been used to evaluate on human-labeled sentences, ASS showed anticipated results.",

author = "Shuang Sun and Zhao Lv and Liang He and Junzhong Gu",

year = "2008",

doi = "10.1109/FSKD.2008.268",

language = "英语",

isbn = "9780769533056",

series = "Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008",

pages = "8--13",

booktitle = "Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008",

note = "5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008 ; Conference date: 18-10-2008 Through 20-10-2008",

}

Sun, S, Lv, Z, He, L & Gu, J 2008, A new approach to blog post summarization using fast features. in Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008., 4666070, Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008, vol. 2, pp. 8-13, 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008, Jinan, Shandong, China, 18/10/08. https://doi.org/10.1109/FSKD.2008.268

A new approach to blog post summarization using fast features. / Sun, Shuang; Lv, Zhao; He, Liang et al.
Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008. 2008. p. 8-13 4666070 (Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008; Vol. 2).

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

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N2 - Blog post summarization using fast features facilitates users' quick browsing through blog search results. Much existing research on blogs ignores blog tags and text structure. In this paper, we re-formalize the blog post summarization problem as a sentence extraction and sentence ranking problem. Three fast features, important sentences, blog tags and blog comments, are proposed to calculate salience scores of representative words. Then we propose an average-summation-based sentence selection method called ASS to select sentences based on the salience scores of content words in sentences. As been used to evaluate on human-labeled sentences, ASS showed anticipated results.

AB - Blog post summarization using fast features facilitates users' quick browsing through blog search results. Much existing research on blogs ignores blog tags and text structure. In this paper, we re-formalize the blog post summarization problem as a sentence extraction and sentence ranking problem. Three fast features, important sentences, blog tags and blog comments, are proposed to calculate salience scores of representative words. Then we propose an average-summation-based sentence selection method called ASS to select sentences based on the salience scores of content words in sentences. As been used to evaluate on human-labeled sentences, ASS showed anticipated results.

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DO - 10.1109/FSKD.2008.268

M3 - 会议稿件

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SN - 9780769533056

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BT - Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008

T2 - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008

Y2 - 18 October 2008 through 20 October 2008

ER -

A new approach to blog post summarization using fast features

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