Automatic Multi-Document Summarization for Indonesian Documents Using Hybrid Abstractive-Extractive Summarization Technique

被引：0
作者：
Yapinus, Glorian [1 ]
Erwin, Alva [1 ]
Galinium, Maulahikmah [1 ]
Muliady, Wahyu [2 ]
机构：
[1] Swiss German Univ, Fac Engn & Informat Technol, BSD, Tangerang, Indonesia
[2] Akon Teknol, BSD, Tangerang, Indonesia
来源：
2014 6TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE) | 2014年
关键词：
Multi-Document Summarization; Abstractive Technique; Extractive Technique; Indonesian Documents;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper discusses the development of multi-document summarization for Indonesian documents by using hybrid abstractive-extractive summarization approach. Multi-document summarization is a technology that able to summarize multiple documents and present them in one summary. The method used in this research, hybrid abstractive-extractive summarization technique, is a summarization technique that is the combination of WordNet based text summarization (abstractive technique) and title word based text summarization (extractive technique). After an experiment with LSA as the comparison method, this research method successfully generated a well-compressed and readable summary with a fast processing time.
引用
收藏
页码：39 / 43
页数：5
相关论文
共 12 条
  • [1] [Anonymous], 2003, A Study of Stemming Effects on Information Retrieval in Bahasa Indonesia
  • [2] Budhi G. S., 2007, P ICSIIT, P26
  • [3] LexRank: Graph-based lexical centrality as salience in text summarization
    Erkan, G
    Radev, DR
    [J]. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2004, 22 : 457 - 479
  • [4] Goldstein J., 2000, P ANLP NAACL 2000 WO
  • [5] Gupta Vishal., 2010, Journal of Emerging Technologies in Web Intelligence, V2
  • [6] Hirao Tsutomu, 2004, P 20 INT C COMP LING, P535
  • [7] Kumar Yogan Jaya, 2012, Journal of Computer Science, V8, P133, DOI 10.3844/jcssp.2012.133.140
  • [8] THE AUTOMATIC CREATION OF LITERATURE ABSTRACTS
    LUHN, HP
    [J]. IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 1958, 2 (02) : 159 - 165
  • [9] Miller G.A., 1990, Int. J. Lexicography, V3, P235, DOI [10.1093/IJL/3.4.235, DOI 10.1093/IJL/3.4.235, 10.1093/ijl/3.4.235]
  • [10] Ozsoy MakbuleGulcin., 2010, Proceedings of the 23rd international conference on computational linguistics, P869
12