Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT.
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| Title: | Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT. |
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| Authors: | Sutriawan1,2 (AUTHOR) p41202200046@mhs.dinus.ac.id, Rustad, Supriadi3 (AUTHOR), Shidik, Guruh Fajar4 (AUTHOR), Pujiono1 (AUTHOR) |
| Source: | Ingénierie des Systèmes d'Information. Jun2025, Vol. 30 Issue 6, p1469-1482. 14p. |
| Database: | Business Source Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: bsu DbLabel: Business Source Ultimate An: 187416379 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sutriawan%22">Sutriawan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> p41202200046@mhs.dinus.ac.id</i><br /><searchLink fieldCode="AR" term="%22Rustad%2C+Supriadi%22">Rustad, Supriadi</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Shidik%2C+Guruh+Fajar%22">Shidik, Guruh Fajar</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pujiono%22">Pujiono</searchLink><relatesTo>1</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Ingénierie+des+Systèmes+d'Information%22">Ingénierie des Systèmes d'Information</searchLink>. Jun2025, Vol. 30 Issue 6, p1469-1482. 14p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=187416379 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.18280/isi.300606 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1469 Titles: – TitleFull: Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sutriawan – PersonEntity: Name: NameFull: Rustad, Supriadi – PersonEntity: Name: NameFull: Shidik, Guruh Fajar – PersonEntity: Name: NameFull: Pujiono IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 16331311 Numbering: – Type: volume Value: 30 – Type: issue Value: 6 Titles: – TitleFull: Ingénierie des Systèmes d'Information Type: main |
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