VISUALISASI REKOMENDASI PEMILIHAN JURNAL BIDANG INFORMATIKA DENGAN MENGGUNAKAN R DAN SHINY

Vega Purwayoga; Andi Nurkholis

doi:10.33365/jti.v17i1.2325

VISUALISASI REKOMENDASI PEMILIHAN JURNAL BIDANG INFORMATIKA DENGAN MENGGUNAKAN R DAN SHINY

Vega Purwayoga, Andi Nurkholis

Abstract

Lecturers are required to carry out the Tri Dharma, one of which is research. In the research process a lecturer sometimes encounters several obstacles. Some of the factors that become obstacles include incentives related to publication costs and the unavailability of appropriate journal references. Several ways to overcome obstacles in the publication process have been carried out, but there are still problems with lecturers being confused about publishing their scientific work in a journal. This obstacle is due to the absence of a journal selection recommendation system. This study recommends journals based on the scope of the journal, the number of editions of the journal, and the cost of publication of the journal. The recommendation process is carried out using a skyline query algorithm, namely Block-nested loop (BNL). BNL works by comparing domination between objects on an attribute. The object, in this case the journal, is recommended if the journal dominates several attributes or at least one attribute. This study also developed a visualization of journal recommendations in the form of a web-based application. This visualization is expected to facilitate the journal recommendation process to users, so that it can help find journals that are in accordance with the papers to be published in a journal.

Full Text:

PDF

References

A. T. Usman, I. Wasliman, U. Nurjaman and F. K. Fatkhullah, “Manajemen Strategis Peningkatan Mutu Dosen Di Perguruan Tinggi Swasta,” Edukasi Islam: Jurnal Pendidikan Islam, vol. 11, no. 1, pp. 1471-1492,2022.

B. Jamaluddin, B. D. D. Arianti, and ..., “Desain Sistem Informasi Tri Dharma Perguruan Tinggi Univesitas Hamzanwadi,” Infotek: Jurnal Informatika dan Teknologi, vol. 5, no. 2, pp. 392-401, 2022.

M. A. Ningrum, A. Fauzi, and N. Nurhayati, “Pemetaan Dosen Perguruan Tinggi Swasta Dalam Melaksanakan Tridharma Menggunakan Metode Smart,” JTIK (Jurnal Teknik Informatika Kaputama), vol. 6, no. 1, pp. 236-254, 2022.

R. Pramudita, S. Muis, K. Widiawati, A.M. Prameswari, and F. Valentina, “Evaluation of Merdeka Belajar Kampus Merdeka to Improve The Quality of Tridharma at Bina Insani University,” Information System for Educators and Professionals, vol.6, no. 1, pp. 13-22, 2022.

P. P. Yunus, S. Salam, and M. S. Husain, “Pelatihan Penelusuran Referensi Menggunakan Zotero Bagi Dosen dan Mahasiswa Program Studi Pendidikan Seni Rupa Program Pascasarjana Universitas Negeri Makassar,” SUREQ: Jurnal Pengabdian Masyarakat Berbasis Seni dan Desain, vol. 1, no 1, pp. 35-45, 2022.

M. Hasibuan and S. B. Hasibuan, “Peningkatan Pemahaman Dosen Terhadap Strategi Penulisan Dan Publikasi Artikel,” INTEGRITAS: Jurnal Pengabdian. vol. 6. no. 1, pp. 34-44, 2022.

Y. H. Wahyuli, D. N. F. Sari, and D. Haryani, “Pelatihan Training Of Trainer (Tot) Penulisan Artikel Ilmiah Bereputasi Dalam Upaya Meningkatkan Kualitas Artikel Ilmiah Dosen,” Community Development Journal: Jurnal Pengabdian Masyarakat, vol. 3, no. 3, pp. 1652-1659, 2022.

F. N. Krisna, S. F. Martono, Y. F. Martak, and J. Purnama, “Pengaruh Sertifikasi Pendidik Terhadap Peningkatan Publikasi Ilmiah Dosen Di Perguruan Tinggi Di Indonesia,” Jurnal Pendidikan dan Kebudayaan, vol. 7, no. 1, pp. 78-92, 2022.

M. Ritonga, S. Syafaruddin, T. Tolentino, and K. Hasibuan, “Peningkatan Pemahaman Dosen Terhadap Strategi Penulisan Dan Publikasi Artikel,” INTEGRITAS: Jurnal Pengabdian Masyarakat, vol. 6, no. 1, pp. 34-44, 2022.

A. Taufik and R. Doharma, “Efektivitas Tingkat Penggunaan (Usability) ResearchGate Sebagai Media dalam Membantu Indeksasi Publikasi Karya Ilmiah,” JATISI (Jurnal Teknik Informatika dan Sistem Informasi, vol. 9, no. 3. pp. 2699-2715, 2022.

D. Darmanto, W. Haryadi, and K.M.T Negara, “Pelatihan Penulisan Jurnal Internasional Bereputasi Bagi Dosen Universitas Samawa,” Jurnal Pengabdian Masyarakat Lokal, vol. 5, no. 1, 2022.

B. SETIAJI and P. A. K. PRAMUDHO, “Pemanfaatan Teknologi Informasi Berbasis Data Dan Jurnal Untuk Rekomendasi Kebijakan Bidang Kesehatan,” HEALTHY: Jurnal Inovasi Riset Ilmu Kesehatan, vol. 1, no.3, pp. 166-175, 2022.

I. W. Jepriana and S. Hanief, “Metode Item Based Collaborative Filtering Untuk Model Sistem Rekomendasi Konsentrasi Penjurusan di STMIK STIKOM Bali,” Jurnal Teknologi Informasi dan Komputer, vol. 6, no. 1, pp. 20-29, 2020.

M. Maulidah, W. Gata, R. Aulianita, and R. Aulianita, “Algoritma Klasifikasi Decision Tree Untuk Rekomendasi Buku Berdasarkan Kategori Buku,” E-Bisnis: Jurnal Ilmiah Ekonomi dan Bisnis, vol. 13, no. 2, pp. 89-96, 2020.

K. R. Sari, W. Suharso, and Y. Azhar, “Pembuatan Sistem Rekomendasi Film dengan Menggunakan Metode Item Based Collaborative Filtering pada Apache Mahout,” Jurnal Repositor, vol. 2, no. 6, 2020.

A. Ulfa, D. Winarso, and E. Arribe, “Sistem Rekomendasi Jurusan Kuliah Bagi Calon Mahasiswa Baru Menggunakan Algoritma C4. 5,” JURNAL FASILKOM, vol. 10, no. 1, pp. 61-65, 2020.

F. Yasmin, M. I. Nur, and M. S. Arefin, “Potential Candidate Selection Using Information Extraction and Skyline Queries,” in Lecture Notes on Data Engineering and Communications Technologies, vol. 49, Springer Science and Business Media Deutschland GmbH, 2020, pp. 511–522. doi: 10.1007/978-3-030-43192-1_58.

V. Purwayoga and B. Susanto, “Rekomendasi Daerah Penyalur Tenaga Kesehatan Covid-19 Dengan Menggunakan Skyline Query,” Fountain of Informatics Journal, vol. 7, no. 1, pp. 22-30, 2021

I. Journal, O. Data, S. Shah, A. Thakkar, and S. P. Rami, “A Survey Paper on Skyline Query using Recommendation System,” no. May, 2016, doi: 10.5958/2249-3220.2016.00001.X.

R. Anugrah, T. Widiharih, and S. Sugito, “GUI R Untuk Analisis Keranjang Belanja Dengan Algoritma Apriori Pada Suatu Perusahaan E-Commerce,” Jurnal Gaussian, vol. 11, no. 2, pp. 278-289, 2022.

N. ANANTAMA, PROGRAM ANALISIS KINERJA PENJUALAN MENGGUNAKAN SHINY R. etd.umy.ac.id, 2022.

E. Triyani, S. A. Hudjimartsu, and D. Primasari, “Spasial Clustering Potensi Peternakan Unggas dengan Metode K-Means Berbasis Webgis,” INFOTECH journal, vol. 8, no. 2, pp. 10-18, 2022

A. Mufidah, S. Sugito, and I. M. di Asih, “METODE BAYESIAN PADA SISTEM ANTREAN PELAYANAN MENGGUNAKAN GUI R(Studi Kasus: AntreanPelayanan di Kantor Dinas Kependudukan dan Pencatatan Sipil Kota Semarang),” Jurnal Gaussian, vol. 11, no. 1, pp. 21-30 2022.

DOI: https://doi.org/10.33365/jti.v17i1.2325

Refbacks

There are currently no refbacks.

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

JURNAL TEKNOINFO
Published by Universitas Teknokrat Indonesia
Organized by Prodi S1 Informatika FTIK Universitas Teknokrat Indonesia

W: http://ejurnal.teknokrat.ac.id/index.php/teknoinfo/index
E : teknoinfo@teknokrat.ac.id.
Jl. Zainal Abidin Pagaralam, No.9-11, Labuhan Ratu, Bandarlampung

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Jumlah Pengunjung : View Teknoinfo StatsCounter

Username
Password
Remember me