@article{ART001096601},
author={Yong-Kwang Kim and Young-Mee Chung},
title={An Experimental Study on Automatic Summarizationof Multiple News Articles},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2006},
volume={23},
number={1},
pages={83-98},
doi={10.3743/KOSIM.2006.23.1.083}
TY - JOUR
AU - Yong-Kwang Kim
AU - Young-Mee Chung
TI - An Experimental Study on Automatic Summarizationof Multiple News Articles
JO - Journal of the Korean Society for Information Management
PY - 2006
VL - 23
IS - 1
PB - 한국정보관리학회
SP - 83
EP - 98
SN - 1013-0799
AB - This study proposes a template-based method of automatic summarization of multiple news articles using the semantic categories of sentences. First, the semantic categories for core information to be included in a summary are identified from training set of documents and their summaries. Then, cue words for each slot of the template are selected for later classification of news sentences into relevant slots. When a news article is input, its event/accident category is identified, and key sentences are extracted from the news article and filled in the relevant slots. The template filled with simple sentences rather than original long sentences is used to generate a summary for an event/accident. In the user evaluation of the generated summaries, the results showed the 54.1% recall ratio and the 58.1% precision ratio in essential information extraction and 11.6% redundancy ratio.
KW - multi-document summarization;news article summarization;template;slot cue word;semantic category
DO - 10.3743/KOSIM.2006.23.1.083
ER -
Yong-Kwang Kim and Young-Mee Chung. (2006). An Experimental Study on Automatic Summarizationof Multiple News Articles. Journal of the Korean Society for Information Management, 23(1), 83-98.
Yong-Kwang Kim and Young-Mee Chung. 2006, "An Experimental Study on Automatic Summarizationof Multiple News Articles", Journal of the Korean Society for Information Management, vol.23, no.1 pp.83-98. Available from: doi:10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim, Young-Mee Chung "An Experimental Study on Automatic Summarizationof Multiple News Articles" Journal of the Korean Society for Information Management 23.1 pp.83-98 (2006) : 83.
Yong-Kwang Kim, Young-Mee Chung. An Experimental Study on Automatic Summarizationof Multiple News Articles. 2006; 23(1), 83-98. Available from: doi:10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim and Young-Mee Chung. "An Experimental Study on Automatic Summarizationof Multiple News Articles" Journal of the Korean Society for Information Management 23, no.1 (2006) : 83-98.doi: 10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim; Young-Mee Chung. An Experimental Study on Automatic Summarizationof Multiple News Articles. Journal of the Korean Society for Information Management, 23(1), 83-98. doi: 10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim; Young-Mee Chung. An Experimental Study on Automatic Summarizationof Multiple News Articles. Journal of the Korean Society for Information Management. 2006; 23(1) 83-98. doi: 10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim, Young-Mee Chung. An Experimental Study on Automatic Summarizationof Multiple News Articles. 2006; 23(1), 83-98. Available from: doi:10.3743/KOSIM.2006.23.1.083
Yong-Kwang Kim and Young-Mee Chung. "An Experimental Study on Automatic Summarizationof Multiple News Articles" Journal of the Korean Society for Information Management 23, no.1 (2006) : 83-98.doi: 10.3743/KOSIM.2006.23.1.083
