Most of the document summary are arranged extractive by taking important sentences from the document. Extractive based summarization often not consider the connection sentence. A good sentence ordering should aware about rhetorical relations such as cause-effect relation, topical relevancy and chronological sequence which exist between the sentences. Based on this problem, we propose a new method for sentence ordering in multi document summarization using cluster correlation and probability for English documents. Sentences of multi-documents are grouped based on similarity into clusters. Sentence extracted from each cluster to be a summary that will be listed based on cluster correlation and probability. User evaluation showed that the summary result of proposed method easier to understanding than the previous method. The result of ROUGE method also shows increase on sentence arrangement compared to previous method.
| Published by | Universitas Indonesia |
| Journal Name | Jurnal Ilmu Komputer dan Informasi |
| Contact Phone | - |
| Contact Name | Qurrotin Ayunina |
| Contact Email | qurrotinayunina@gmail.com |
| Location | Kota depok, Jawa barat INDONESIA |
| Website | JIKI| http://jiki.cs.ui.ac.id/index.php/jiki| |
| ISSN | ISSN : 20887051, EISSN : 25029274, DOI : 10.21609, |
| Core Subject | Science, |
| Meta Subject | Computer Science & IT, |
| Meta Desc | Jurnal Ilmu Komputer dan Informasi is a scientific journal in computer science and information containing the scientific literature on studies of pure and applied research in computer science and information and public review of the development of theory, method and applied sciences related to the subject. Jurnal Ilmu Komputer dan Informasi is published by Faculty of Computer Science Universitas Indonesia. Editors invite researchers, practitioners, and students to write scientific developments in fields related to computer science and information. Jurnal Ilmu Komputer dan Informasi is issued 2 (two) times a year in February and June. This journal contains research articles and scientific studies. It can be obtained directly through the Library of the Faculty of Computer Science Universitas Indonesia. |
| Penulis | Adi Guna, I Gusti Agung Socrates , Fauziah, Suci Nur , Saputra, Wanvy Arifha |
| Publisher Article | Faculty of Computer Science - Universitas Indonesia |
| Subtitle Article | Jurnal Ilmu Komputer dan Informasi Vol 10, No 2 (2017): Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Information |
| Scholar Google | http://scholar.google.com/scholar?q=%2Bintitle%3A&… |
| View Article | https://jiki.cs.ui.ac.id/index… |
| DOI | https://doi.org/10.21609/jiki.v10i2… |
| DOI Number | DOI: 10.21609/jiki.v10i2.418 |
| Download Article [1] | https://jiki.cs.ui.ac.id/index.php/jiki/… |
| Download Article [2] | http://download.garuda.ristekdikti.go.id… |
Informasi yang terkait dengan SENTENCE ORDERING USING CLUSTER CORRELATION AND PROBABILITY IN MULTI DOCUMENTS SUMMARIZATION
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