The Classification of Documents in Malay and Indonesian Using the Naive Bayesian Method Uses Words and Phrases as a Training Set
| dc.contributor.author | Wijaya, Marvin Chandra | |
| dc.coverage.issue | 2 | cs |
| dc.coverage.volume | 26 | cs |
| dc.date.accessioned | 2021-08-10T11:28:32Z | |
| dc.date.available | 2021-08-10T11:28:32Z | |
| dc.date.issued | 2020-12-21 | cs |
| dc.description.abstract | Malay Language and Indonesian Language are two closely related languages, sharing a lot in common in the meanings of words and grammar. Classifying the two languages automatically using a tool is a challenge because the two languages are very similar. The classification method that is widely used today is the Naive Bayesian method. This method needs to be implemented in a particular way to increase the level of classification accuracy. In this study, a new method was used, by using a training set in the form of words and phrases instead of just using a training set in the form of words only. With this method, the level of classification accuracy of the two languages is increased. | en |
| dc.format | text | cs |
| dc.format.extent | 23-28 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Mendel. 2020 vol. 26, č. 2, s. 23-28. ISSN 1803-3814 | cs |
| dc.identifier.doi | 10.13164/mendel.2020.2.023 | en |
| dc.identifier.issn | 2571-3701 | |
| dc.identifier.issn | 1803-3814 | |
| dc.identifier.uri | http://hdl.handle.net/11012/200929 | |
| dc.language.iso | en | cs |
| dc.publisher | Institute of Automation and Computer Science, Brno University of Technology | cs |
| dc.relation.ispartof | Mendel | cs |
| dc.relation.uri | https://mendel-journal.org/index.php/mendel/article/view/116 | cs |
| dc.rights | Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license | en |
| dc.rights.access | openAccess | en |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0 | en |
| dc.subject | Malay | en |
| dc.subject | Indonesian | en |
| dc.subject | Language | en |
| dc.subject | Naive Bayesian | en |
| dc.subject | Classification | en |
| dc.title | The Classification of Documents in Malay and Indonesian Using the Naive Bayesian Method Uses Words and Phrases as a Training Set | en |
| dc.type.driver | article | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.faculty | Fakulta strojního inženýrství | cs |
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