DocumentCode :
1795936
Title :
Automatic multi-document summarization for Indonesian documents using hybrid abstractive-extractive summarization technique
Author :
Yapinus, Glorian ; Erwin, Alva ; Galinium, Maulahikmah ; Muliady, Wahyu
Author_Institution :
Fac. of Eng. & Inf. Technol., Swiss German Univ., Tangerang, Indonesia
fYear :
2014
fDate :
7-8 Oct. 2014
Firstpage :
1
Lastpage :
5
Abstract :
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.
Keywords :
document handling; natural language processing; Indonesian documents; LSA; WordNet based text summarization; automatic multidocument summarization; hybrid abstractive-extractive summarization technique; title word based text summarization; Economics; Educational institutions; Electrical engineering; Feature extraction; Hybrid power systems; Information technology; Semantics; Abstractive Technique; Extractive Technique; Indonesian Documents; Multi-Document Summarization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology and Electrical Engineering (ICITEE), 2014 6th International Conference on
Conference_Location :
Yogyakarta
Print_ISBN :
978-1-4799-5302-8
Type :
conf
DOI :
10.1109/ICITEED.2014.7007896
Filename :
7007896
Link To Document :
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