Yapinus, Glorian and Erwin, Alva and Galinium, Maulahikmah (2014) Automatic Multi-Document Summarization Using Hybrid Abstractive-Extractive Summarization Technique for Documents in Bahasa Indonesia. Bachelor thesis, Swiss German University.
|
Text
Glorian Yapinus 12110008-TOC.pdf Download (3MB) | Preview |
|
![[img]](http://repository.sgu.ac.id/style/images/fileicons/text.png) |
Text
Glorian Yapinus 12110008-1.pdf Restricted to Registered users only Download (2MB) |
|
|
Text
Glorian Yapinus 12110008-2.pdf Restricted to Registered users only Download (3MB) |
|
|
Text
Glorian Yapinus 12110008-3.pdf Restricted to Registered users only Download (4MB) |
|
|
Text
Glorian Yapinus 12110008-4.pdf Restricted to Registered users only Download (4MB) |
|
|
Text
Glorian Yapinus 12110008-5.pdf Restricted to Registered users only Download (904kB) |
|
|
Text
Glorian Yapinus 12110008-Ref.pdf Download (924kB) | Preview |
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 that 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.
| Item Type: | Thesis (Bachelor) |
|---|---|
| Uncontrolled Keywords: | Multi-Document Summarization, Abstractive Technique, Extractive Technique, Indonesian Documents |
| Subjects: | T Technology > T Technology (General) > T58.5 Information technology |
| Divisions: | Faculty of Engineering and Information Technology > Department of Information Technology |
| Depositing User: | Faisal Ifzaldi |
| Date Deposited: | 04 May 2021 15:29 |
| Last Modified: | 04 May 2021 15:29 |
| URI: | http://repository.sgu.ac.id/id/eprint/2001 |
Actions (login required)
 |
View Item |