Open access Journal SINTA 2
Kombinasi Analisis Bibliometrik dengan Latent Dirichlet Allocation sebagai Pemodelan Topik Cashless Society
Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) · Vol. 12 No. 2 (2025) · pp. 331–338
- ISSN
- 2528-6579, 2355-7699
- Published
- 2025-04-24
- Publisher
- Fakultas Ilmu Komputer, Universitas Brawijaya
- Language
- id
Abstract
Indonesian
Era digitalisasi dan komputasi telah dimulai, ditandai dengan munculnya teknologi digital yang merasuk ke berbagai aspek kehidupan, sementara data juga terus berkembang menjadi big data. Setelah era covid 19, metode pembayaran non-tunai berkembang sangat pesat, sehingga banyak penelitian mengenai cashless society. Tujuan dari penelitian ini adalah memodelkan topik-topik yang berkaitan dengan cashless society untuk mendapatkan variabel dan indikator yang terkait dengan menggunakan analisis bibliometrik dan latent dirichlet allocation. Data penelitian ini berasal dari artikel publikasi ilmiah dan hasil web scrapping di twitter yang bertemakan cashless society. Hasil penelitian menunjukkan bahwa terdapat 5 variabel dan 21 indikator yang berhubungan dengan cashless society. Abstract The era of digitalization and computing has begun, marked by the emergence of digital technology which permeates various aspects of life, while data also continues to develop into big data. After the covid 19 era, non-cash payment methods developed very rapidly, so there were many studies on the cashless society. The purpose of this research is to model topics related to the cashless society to obtain related variables and indicators using bibliometric analysis and latent dirichlet allocation. This research data comes from scientific publication articles and web scrapping results on twitter with the theme of cashless society. The results showed that there are 5 variables and 21 indicators related to cashless society.
English
Era digitalisasi dan komputasi telah dimulai, ditandai dengan munculnya teknologi digital yang merasuk ke berbagai aspek kehidupan, sementara data juga terus berkembang menjadi big data. Setelah era covid 19, metode pembayaran non-tunai berkembang sangat pesat, sehingga banyak penelitian mengenai cashless society. Tujuan dari penelitian ini adalah memodelkan topik-topik yang berkaitan dengan cashless society untuk mendapatkan variabel dan indikator yang terkait dengan menggunakan analisis bibliometrik dan latent dirichlet allocation. Data penelitian ini berasal dari artikel publikasi ilmiah dan hasil web scrapping di twitter yang bertemakan cashless society. Hasil penelitian menunjukkan bahwa terdapat 5 variabel dan 21 indikator yang berhubungan dengan cashless society. Abstract The era of digitalization and computing has begun, marked by the emergence of digital technology which permeates various aspects of life, while data also continues to develop into big data. After the covid 19 era, non-cash payment methods developed very rapidly, so there were many studies on the cashless society. The purpose of this research is to model topics related to the cashless society to obtain related variables and indicators using bibliometric analysis and latent dirichlet allocation. This research data comes from scientific publication articles and web scrapping results on twitter with the theme of cashless society. The results showed that there are 5 variables and 21 indicators related to cashless society.
Keywords
Collaboration network of the authors
40 authors · 138 co-authorship links · 10 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University of Brawijaya
- Universitas Negeri Surabaya
- Universiti Malaysia Sarawak
- Université d’Antsiranana
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Solimun Solimun | University of Brawijaya | 12 |
| Adji Fernandes | Affiliation unknown | 4 |
| Dea Saraswati Pramaningrum | University of Brawijaya | 4 |
| Wigbertus Ngabu | University of Brawijaya | 3 |
| Ni Wayan Surya Wardhani | University of Brawijaya | 3 |
| Suci Astutik | University of Brawijaya | 3 |
| Fachira Haneinanda Junianto | University of Brawijaya | 3 |
| Ani Budi Astuti | University of Brawijaya | 2 |
| Eni Sumarminingsih | University of Brawijaya | 2 |
| Ulfah Maisaroh | University of Brawijaya | 2 |
| Devi Veda Amanda | University of Brawijaya | 2 |
| Lalu Ramzy Rahmanda | Affiliation unknown | 1 |
| Lalu Ramzy Rahmanda | Affiliation unknown | 1 |
| Nabila Ayunda Sovia | Affiliation unknown | 1 |
| Danang Arianto | University of Brawijaya | 1 |
| Arditama Putra | University of Brawijaya | 1 |
| Danang Ariyanto | Universitas Negeri Surabaya | 1 |
| Luthfia Hanun Yuli Arini | University of Brawijaya | 1 |
| Achmad Efendi | University of Brawijaya | 1 |
| Nurjannah Nurjannah | University of Brawijaya | 1 |
| Yossy Maynaldi Pratama | University of Brawijaya | 1 |
| Rosita Hamdan | Universiti Malaysia Sarawak | 1 |
| Petrus Kanisius Ola | University of Brawijaya | 1 |
| Rahma Fitriani | University of Brawijaya | 1 |
| Armando Jacquis Federal Zamelina | University of Brawijaya | 1 |
| Lucius Ramifidisoa | Université d’Antsiranana | 1 |
| Usriatur Rohma | University of Brawijaya | 1 |
| Maulidya Maghfiro | University of Brawijaya | 1 |
| Achmad Efendi | University of Brawijaya | 1 |
| Shalsa Amalia Yulianto | University of Brawijaya | 1 |
| Henny Pramoedyo | University of Brawijaya | 1 |
| Sativandi Riza | University of Brawijaya | 1 |
| Muhammad Nurdin | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.