The Use of Text Mining in New Media Studies: A Systematic Review
Text mining is a method that relies on the text as the source and aims to get the data through the text. This method has a strong potential in obtaining real-time findings and effective results in terms of the evaluation of large data sets. It is valuable to understand the people and the whole pictu...
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| Format: | Article |
| Language: | English |
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Ankara Haci Bayram Veli University
2023-12-01
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| Series: | Yeni Medya |
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| Online Access: | https://dergipark.org.tr/tr/download/article-file/3320655 |
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| _version_ | 1850099925923135488 |
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| author | Derya Şahin |
| author_facet | Derya Şahin |
| author_sort | Derya Şahin |
| collection | DOAJ |
| description | Text mining is a method that relies on the text as the source and aims to get the data through the text. This method has a strong potential in obtaining real-time findings and effective results in terms of the evaluation of large data sets. It is valuable to understand the people and the whole picture by using such powerful and effective methods obtained from rich sources like new media. In this context, the aim of this study is to define the basic tendencies and the changes that happened in the studies on new media and text mining in the last decade. This study analyses 82 articles published on Google Scholar between 2013 and 2023. The articles were analysed using a systematic analysis method which contains specific criteria in accordance with the aim of this research. |
| format | Article |
| id | doaj-art-0b91288da2204bddafc878cc05ab6ee3 |
| institution | DOAJ |
| issn | 2587-1285 |
| language | English |
| publishDate | 2023-12-01 |
| publisher | Ankara Haci Bayram Veli University |
| record_format | Article |
| series | Yeni Medya |
| spelling | doaj-art-0b91288da2204bddafc878cc05ab6ee32025-08-20T02:40:24ZengAnkara Haci Bayram Veli UniversityYeni Medya2587-12852023-12-0115354710.55609/yenimedya.13405901643The Use of Text Mining in New Media Studies: A Systematic ReviewDerya Şahin0https://orcid.org/0000-0002-5894-1554İSTANBUL AYDIN ÜNİVERSİTESİText mining is a method that relies on the text as the source and aims to get the data through the text. This method has a strong potential in obtaining real-time findings and effective results in terms of the evaluation of large data sets. It is valuable to understand the people and the whole picture by using such powerful and effective methods obtained from rich sources like new media. In this context, the aim of this study is to define the basic tendencies and the changes that happened in the studies on new media and text mining in the last decade. This study analyses 82 articles published on Google Scholar between 2013 and 2023. The articles were analysed using a systematic analysis method which contains specific criteria in accordance with the aim of this research.https://dergipark.org.tr/tr/download/article-file/3320655metin madenciliğiyeni medyayeni medyada metin madenciliğimetin madenciliği uygulamalarımetin madenciliğinin geleceğitext miningnew mediatext mining in new mediatext mining applicationsfuture of text mining |
| spellingShingle | Derya Şahin The Use of Text Mining in New Media Studies: A Systematic Review Yeni Medya metin madenciliği yeni medya yeni medyada metin madenciliği metin madenciliği uygulamaları metin madenciliğinin geleceği text mining new media text mining in new media text mining applications future of text mining |
| title | The Use of Text Mining in New Media Studies: A Systematic Review |
| title_full | The Use of Text Mining in New Media Studies: A Systematic Review |
| title_fullStr | The Use of Text Mining in New Media Studies: A Systematic Review |
| title_full_unstemmed | The Use of Text Mining in New Media Studies: A Systematic Review |
| title_short | The Use of Text Mining in New Media Studies: A Systematic Review |
| title_sort | use of text mining in new media studies a systematic review |
| topic | metin madenciliği yeni medya yeni medyada metin madenciliği metin madenciliği uygulamaları metin madenciliğinin geleceği text mining new media text mining in new media text mining applications future of text mining |
| url | https://dergipark.org.tr/tr/download/article-file/3320655 |
| work_keys_str_mv | AT deryasahin theuseoftextmininginnewmediastudiesasystematicreview AT deryasahin useoftextmininginnewmediastudiesasystematicreview |