Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives
The aim of this article was to examine sentiment analysis methods from the perspective of the philosophy of science with three approaches, ontological, epistemological and axiological. This research used a qualitative research method (descriptive-analysis) with an ontological, epistemological and ax...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Department of Informatics, UIN Sunan Gunung Djati Bandung
2025-05-01
|
| Series: | JOIN: Jurnal Online Informatika |
| Subjects: | |
| Online Access: | https://join.if.uinsgd.ac.id/index.php/join/article/view/1228 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849468190984241152 |
|---|---|
| author | M. Noer Fadli Hidayat Didik Dwi Prasetya Triyanna Widiyaningtyas Syaad Patmanthara |
| author_facet | M. Noer Fadli Hidayat Didik Dwi Prasetya Triyanna Widiyaningtyas Syaad Patmanthara |
| author_sort | M. Noer Fadli Hidayat |
| collection | DOAJ |
| description | The aim of this article was to examine sentiment analysis methods from the perspective of the philosophy of science with three approaches, ontological, epistemological and axiological. This research used a qualitative research method (descriptive-analysis) with an ontological, epistemological and axiological approach that uses library research and document studies of previous research results. Data collection was carried out through books and reputable scientific journals on Scopus, ScienceDirect, IEEEXplore and Springer Link. The results of this research showed that sentiment analysis from an ontological perspective describes the definition, development and relationship of sentiment with social reality. Meanwhile, from an epistemological perspective, sentiment analysis is viewed from how the source of knowledge is obtained, explaining the production of sentiment analysis knowledge, and several ways of working that can be applied in studies. Axiologically, sentiment analysis can see the function and value resulting from sentiment analysis, as well as discussing the results of interpretation from sentiment analysis studies. These findings showed the development of sentiment analysis in answering various problems to improve the quality of sustainable services in various fields. |
| format | Article |
| id | doaj-art-137d124c9016456eb91da3d4c84bdcd9 |
| institution | Kabale University |
| issn | 2528-1682 2527-9165 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Department of Informatics, UIN Sunan Gunung Djati Bandung |
| record_format | Article |
| series | JOIN: Jurnal Online Informatika |
| spelling | doaj-art-137d124c9016456eb91da3d4c84bdcd92025-08-20T03:25:55ZengDepartment of Informatics, UIN Sunan Gunung Djati BandungJOIN: Jurnal Online Informatika2528-16822527-91652025-05-0110110512110.15575/join.v10i1.12281229Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological PerspectivesM. Noer Fadli Hidayat0Didik Dwi Prasetya1Triyanna Widiyaningtyas2Syaad Patmanthara3Department of Electrical Engineering and Informatics, Universitas Negeri Malang and Department of Informatics Engineering, Universitas Nurul Jadid ProbolinggoDepartment of Electrical Engineering and Informatics, Universitas Negeri MalangDepartment of Electrical Engineering and Informatics, Universitas Negeri MalangDepartment of Electrical Engineering and Informatics, Universitas Negeri MalangThe aim of this article was to examine sentiment analysis methods from the perspective of the philosophy of science with three approaches, ontological, epistemological and axiological. This research used a qualitative research method (descriptive-analysis) with an ontological, epistemological and axiological approach that uses library research and document studies of previous research results. Data collection was carried out through books and reputable scientific journals on Scopus, ScienceDirect, IEEEXplore and Springer Link. The results of this research showed that sentiment analysis from an ontological perspective describes the definition, development and relationship of sentiment with social reality. Meanwhile, from an epistemological perspective, sentiment analysis is viewed from how the source of knowledge is obtained, explaining the production of sentiment analysis knowledge, and several ways of working that can be applied in studies. Axiologically, sentiment analysis can see the function and value resulting from sentiment analysis, as well as discussing the results of interpretation from sentiment analysis studies. These findings showed the development of sentiment analysis in answering various problems to improve the quality of sustainable services in various fields.https://join.if.uinsgd.ac.id/index.php/join/article/view/1228axiologicalepistemologicalontologicalsentiment analysis |
| spellingShingle | M. Noer Fadli Hidayat Didik Dwi Prasetya Triyanna Widiyaningtyas Syaad Patmanthara Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives JOIN: Jurnal Online Informatika axiological epistemological ontological sentiment analysis |
| title | Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives |
| title_full | Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives |
| title_fullStr | Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives |
| title_full_unstemmed | Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives |
| title_short | Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives |
| title_sort | anatomy of sentiment analysis in ontological epistemological and axiological perspectives |
| topic | axiological epistemological ontological sentiment analysis |
| url | https://join.if.uinsgd.ac.id/index.php/join/article/view/1228 |
| work_keys_str_mv | AT mnoerfadlihidayat anatomyofsentimentanalysisinontologicalepistemologicalandaxiologicalperspectives AT didikdwiprasetya anatomyofsentimentanalysisinontologicalepistemologicalandaxiologicalperspectives AT triyannawidiyaningtyas anatomyofsentimentanalysisinontologicalepistemologicalandaxiologicalperspectives AT syaadpatmanthara anatomyofsentimentanalysisinontologicalepistemologicalandaxiologicalperspectives |