INTEGRATED TEXT CLASSIFICATION METHOD FOR INDONESIAN NEWS DOCUMENTS
Textclassification hasbeena popular research field in the areaof computer science. It deals with the assignment of labels into a group of similar textual document. However, there have been very limited approaches which are focused on improving the unique character of news corpus, even less for In...
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2014
|
| Subjects: | |
| Online Access: | http://utpedia.utp.edu.my/id/eprint/22685/1/2013-COMPUTER%20AND%20INFORMATION-INTEGRATED%20TEXT%20CLASSIFICATION%20METHOD%20FOR%20INDONESIAN%20NEWS%20DOCUMENTS-AINI%20RACHMANIA%20KUSUMAAGAMA%20FUDDOLY.pdf http://utpedia.utp.edu.my/id/eprint/22685/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
oai:utpedia.utp.edu.my:22685 |
|---|---|
| record_format |
eprints |
| spelling |
oai:utpedia.utp.edu.my:226852024-07-24T01:34:14Z http://utpedia.utp.edu.my/id/eprint/22685/ INTEGRATED TEXT CLASSIFICATION METHOD FOR INDONESIAN NEWS DOCUMENTS FUDDOLY, AINI RACHMANIA KUSUMAAGAMA QA75 Electronic computers. Computer science Textclassification hasbeena popular research field in the areaof computer science. It deals with the assignment of labels into a group of similar textual document. However, there have been very limited approaches which are focused on improving the unique character of news corpus, even less for Indonesian news document. Apart from that, onlyfew were aimed at categorizing and identifying topics. The aim of this study is to develop a text classifier for Indonesian news articles based on Bracewell's algorithm and top-n keywords selection method to improve the online news corpora challenges: the significant difference among articles m one category, the high computational time,andthe possibility of a new, previously-never-existed topic. 2014 Thesis NonPeerReviewed text en http://utpedia.utp.edu.my/id/eprint/22685/1/2013-COMPUTER%20AND%20INFORMATION-INTEGRATED%20TEXT%20CLASSIFICATION%20METHOD%20FOR%20INDONESIAN%20NEWS%20DOCUMENTS-AINI%20RACHMANIA%20KUSUMAAGAMA%20FUDDOLY.pdf FUDDOLY, AINI RACHMANIA KUSUMAAGAMA (2014) INTEGRATED TEXT CLASSIFICATION METHOD FOR INDONESIAN NEWS DOCUMENTS. Masters thesis, UTP. |
| institution |
Universiti Teknologi Petronas |
| building |
UTP Resource Centre |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Teknologi Petronas |
| content_source |
UTP Electronic and Digitized Intellectual Asset |
| url_provider |
http://utpedia.utp.edu.my/ |
| language |
English |
| topic |
QA75 Electronic computers. Computer science |
| spellingShingle |
QA75 Electronic computers. Computer science FUDDOLY, AINI RACHMANIA KUSUMAAGAMA INTEGRATED TEXT CLASSIFICATION METHOD FOR INDONESIAN NEWS DOCUMENTS |
| description |
Textclassification hasbeena popular research field in the areaof computer science. It
deals with the assignment of labels into a group of similar textual document.
However, there have been very limited approaches which are focused on improving
the unique character of news corpus, even less for Indonesian news document. Apart
from that, onlyfew were aimed at categorizing and identifying topics. The aim of this
study is to develop a text classifier for Indonesian news articles based on Bracewell's
algorithm and top-n keywords selection method to improve the online news corpora
challenges: the significant difference among articles m one category, the high
computational time,andthe possibility of a new, previously-never-existed topic. |
| format |
Thesis |
| author |
FUDDOLY, AINI RACHMANIA KUSUMAAGAMA |
| author_facet |
FUDDOLY, AINI RACHMANIA KUSUMAAGAMA |
| author_sort |
FUDDOLY, AINI RACHMANIA KUSUMAAGAMA |
| title |
INTEGRATED TEXT CLASSIFICATION METHOD
FOR INDONESIAN NEWS DOCUMENTS |
| title_short |
INTEGRATED TEXT CLASSIFICATION METHOD
FOR INDONESIAN NEWS DOCUMENTS |
| title_full |
INTEGRATED TEXT CLASSIFICATION METHOD
FOR INDONESIAN NEWS DOCUMENTS |
| title_fullStr |
INTEGRATED TEXT CLASSIFICATION METHOD
FOR INDONESIAN NEWS DOCUMENTS |
| title_full_unstemmed |
INTEGRATED TEXT CLASSIFICATION METHOD
FOR INDONESIAN NEWS DOCUMENTS |
| title_sort |
integrated text classification method
for indonesian news documents |
| publishDate |
2014 |
| url |
http://utpedia.utp.edu.my/id/eprint/22685/1/2013-COMPUTER%20AND%20INFORMATION-INTEGRATED%20TEXT%20CLASSIFICATION%20METHOD%20FOR%20INDONESIAN%20NEWS%20DOCUMENTS-AINI%20RACHMANIA%20KUSUMAAGAMA%20FUDDOLY.pdf http://utpedia.utp.edu.my/id/eprint/22685/ |
| _version_ |
1805891071350145024 |
| score |
13.211869 |