Development Synonym Set for the English Wordnet Using the Method of Comutative and Agglomerative Clustering
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article-855 |
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<dc schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><title lang="en-US">Development Synonym Set for the English Wordnet Using the Method of Comutative and Agglomerative Clustering</title><creator>Munirsyah, Munirsyah</creator><creator>Bijaksana, Moch. Arif</creator><creator>Astuti, Widi</creator><subject lang="en-US"/><subject lang="en-US">Wordnet; Synonym Set; Agglomerative Clustering</subject><subject lang="en-US"/><description lang="en-US">Wordnet is a collection of words that interpret or present a meaning, in its development Wordnet has an important part, the Synonym Set or Synset. In making Synonym sets, synonyms are needed and the commutative nature of words is needed. To get word synonyms, the English language thesaurus becomes the reference data for taking synonym data. Broadly speaking, the difference between Wordnet and the dictionary is that the meaning of the word is related to other words, to determine the equation requires a commutative process. The process is made easy by using commutative methods that will produce a candidate synonym set. Candidates for the synonym set cannot be used for word syntax, the grouping process of words which produces the Synonym set as the final result must be carried out. The process of grouping words can one of them use clustering techniques, in this study will use Agglomerative Clustering techniques. In the process of agglomerative clustering techniques there is a threshold value to determine the number of repetitions or as a condition to stop the iteration process. The clustering process in this study will use a threshold value of 0.1 to 1 to test the best threshold value to produce the best Synonym set and calculate its accuracy value. Accuracy calculation and evaluation will use the F-measure method to find the best results.</description><publisher lang="en-US">ISB Atma Luhur</publisher><contributor lang="en-US"/><date>2020-06-04</date><type>Journal:Article</type><type>Other:info:eu-repo/semantics/publishedVersion</type><type>Journal:Article</type><type>Other:</type><type>File:application/pdf</type><identifier>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/855</identifier><identifier>10.32736/sisfokom.v9i2.855</identifier><source lang="en-US">Jurnal Sisfokom (Sistem Informasi dan Komputer); Vol 9, No 2 (2020): JULI; 171-176</source><source>2581-0588</source><source>2301-7988</source><language>eng</language><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/855/633</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/127</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/128</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/129</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/130</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/131</relation><relation>http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/132</relation><coverage lang="en-US"/><coverage lang="en-US"/><coverage lang="en-US"/><rights lang="en-US">Copyright (c) 2020 Jurnal Sisfokom (Sistem Informasi dan Komputer)</rights><rights lang="en-US">http://creativecommons.org/licenses/by/4.0</rights><recordID>article-855</recordID></dc>
|
| language |
eng |
| format |
Journal:Article Journal Other:info:eu-repo/semantics/publishedVersion Other Other: File:application/pdf File Journal:eJournal |
| author |
Munirsyah, Munirsyah Bijaksana, Moch. Arif Astuti, Widi |
| title |
Development Synonym Set for the English Wordnet Using the Method of Comutative and Agglomerative Clustering |
| publisher |
ISB Atma Luhur |
| publishDate |
2020 |
| topic |
Wordnet Synonym Set Agglomerative Clustering |
| url |
http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/855 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/view/855/633 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/127 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/128 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/129 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/130 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/131 http://jurnal.atmaluhur.ac.id/index.php/sisfokom/article/downloadSuppFile/855/132 |
| contents |
Wordnet is a collection of words that interpret or present a meaning, in its development Wordnet has an important part, the Synonym Set or Synset. In making Synonym sets, synonyms are needed and the commutative nature of words is needed. To get word synonyms, the English language thesaurus becomes the reference data for taking synonym data. Broadly speaking, the difference between Wordnet and the dictionary is that the meaning of the word is related to other words, to determine the equation requires a commutative process. The process is made easy by using commutative methods that will produce a candidate synonym set. Candidates for the synonym set cannot be used for word syntax, the grouping process of words which produces the Synonym set as the final result must be carried out. The process of grouping words can one of them use clustering techniques, in this study will use Agglomerative Clustering techniques. In the process of agglomerative clustering techniques there is a threshold value to determine the number of repetitions or as a condition to stop the iteration process. The clustering process in this study will use a threshold value of 0.1 to 1 to test the best threshold value to produce the best Synonym set and calculate its accuracy value. Accuracy calculation and evaluation will use the F-measure method to find the best results. |
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IOS5986.article-855 |
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STMIK Atma Luhur |
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2226 |
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Perpustakaan STMIK Atma Luhur |
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Jurnal Sisfokom (Sistem Informasi dan Komputer) |
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Sistem Informasi Kontrol dan Rekayasa Sistem Sistem Pengambil Keputusan Ilmu Komputer dan Teknologi Informatika |
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KOTA PANGKALPINANG |
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KEPULAUAN BANGKA BELITUNG |
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2020-06-16T16:21:19Z |
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