Building Synsets for Indonesian WordNet using ROCK (Robust Clustering Using Links) Algorithm
Jurnal Sisfokom (Sistem Informasi dan Komputer)
View Publication Info| Field | Value | |
| Title |
Building Synsets for Indonesian WordNet using ROCK (Robust Clustering Using Links) Algorithm
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| Creator |
Iqbal, Mubaroq
Bijaksana, Moch. Arif Astuti, Widi |
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| Subject |
Computer Science; Data Mining; Text Mining;
ROCK Clustering; Synonym Sets; WordNet Indonesian WordNet using Robust Clustering Using Links Algorithm |
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| Description |
On the development of Indonesian WordNet, the synonym set is an important part that represents the similarity of meaning between words. Synonym sets are built using the Indonesian Thesaurus as the lexical database. After going through the extraction process from the Indonesian Thesaurus, we will get a synonym set that has a similarity or word sense between words. In general, the difference between WordNet and the dictionary is their main focus, in which the dictionary usually focuses on just one word, while in WordNet the focus is on the meaning of words and connectedness with other words. Explained in previous research, the constructions of synonym sets were done using several approaches, which is clustering to produce synonym sets and WSD (Word Sense Disambiguation). In this article, the approach used to produce synonym sets is the ROCK (Robust Clustering Using Links) algorithm, which uses similarity and link values. The resulting synonym sets will then be used for lexical database development. Therefore, the main focus of this article is to produce synonym sets through the clustering process and calculate their accuracy, using the F-Measure method involving the gold standard for performance calculation and evaluation.
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| Publisher |
ISB Atma Luhur
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| Contributor |
—
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| Date |
2020-06-02
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| Type |
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion Peer-reviewed Article experimental |
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| Format |
application/pdf
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| Identifier |
http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/853
10.32736/sisfokom.v9i2.853 |
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| Source |
Jurnal Sisfokom (Sistem Informasi dan Komputer); Vol 9, No 2 (2020): JULI; 165-170
2581-0588 2301-7988 |
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| Language |
eng
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| Relation |
http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/853/632
http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/112 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/113 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/114 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/115 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/116 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/118 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/119 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/120 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/121 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/122 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/123 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/124 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/125 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/853/126 |
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| Coverage |
Indonesia
January-April 2020 Indonesian Thesaurus |
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| Rights |
Copyright (c) 2020 Jurnal Sisfokom (Sistem Informasi dan Komputer)
http://creativecommons.org/licenses/by/4.0 |
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