Implementasi Sistem Informasi Pengolahan Data Alumni Membantu Akreditas dan Bursa Kerja Metode Content Based Filtering


  • Fitri Rahma Yanti * Mail Universitas Islam Negeri Sumatra Utara, Deli Serdang, Indonesia
  • Yahfizham Yahfizham Universitas Islam Negeri Sumatra Utara, Deli Serdang, Indonesia https://orcid.org/0000-0001-6970-7002
  • (*) Corresponding Author
Keywords: Content Based Filtering; Information Systems; Alumni Data; Job Fair; Website

Abstract

The author created an information system for alumni data and the job market at SMKN 1 Kutacane because alumni data has not been completely organized and the data available in the files only presents graduate data and diploma proposal data. There is another problem with the running system, namely that the school has difficulty tracking identity. career alumni who have worked, married, or continued their education, as well as schools have difficulty providing or recommending job vacancy information on the job market, because alumni data is not yet available at the school, and they still use manuals via WhatsApp groups. Therefore, the author created a system information on alumni data and special job markets with recommendations using web-based content based filtering methods. The content based filtering method can be used to suggest job vacancy information that matches the profile of the user or job seeker. user or job seeker profile so that it can simplify the process of searching for information. A special job market application is used to recommend appropriate job vacancy information for student alumni. This system can make it easier for teachers to obtain alumni data and can help with accreditation with alumni data.

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References

P. L. Jatika, F. Saputra, M. Pajar, K. Putra, and A. R. Isnain, “Rancang Bangun Sistem Informasi Pengelolaan Data Alumni Di SMA Negeri 1 Gedong Tataan,” vol. 4, pp. 60–66, 2023.

A. Kirana, P. Febria, T. Haryanti, and D. Sutorejo, “Perancangan Sistem Informasi Pengelolahan Data Alumni Berbasis Web,” no. September, pp. 3327–3334, 2022.

J. Mahasiswa and U. Negeri, “View metadata, citation and similar papers at core.ac.uk” access date Jun 2024

I. Febriyani and V. Wedyawati, “Perancangan Sistem Informasi Data Alumni Sekolah Tinggi Agama Islam ( STAI ) -YDI Lubuk Sikaping Pasaman,” vol. 7, no. 2, pp. 191–199, 2021.

A. R. Rizqiah, N. Ichsan, L. Hakim, and S. Ayumida, “SISTEM INFORMASI ALUMNI BERBASIS WEB,” vol. 15, no. 1, pp. 161–171, 2024.

J. Jurnal, S. Dan, T. Jsit, V. No, and J. Hal, “Sistem Rekomendasi Jurusan SMK Menggunakan Metode Content-Based Filtering Di Kabupaten Sleman,” vol. 3, no. 2, pp. 291–300, 2023.

R. Ardiansyah et al., “Jurnal Computer Science and Information Technology ( CoSciTech ) Sistem Rekomendasi Buku Perpustakaan Sekolah menggunakan Metode Content-Based Filtering,” vol. 4, no. 2, pp. 510–517, 2023.

S. S. Hilabi, H. Prabowo, H. L. H. S. Warnars, and T. N. Mursitama, “Recommendation System Model for Political Communication through Social Media using Content Based Filtering Method,” Int. J. Appl. Eng. Technol., vol. 4, no. 1, pp. 34–39, 2022.

S. Fransisca, R. N. Putri, M. Kom, and S. Artikel, “PEMANFAATAN TEKNOLOGI RFID UNTUK PENGELOLAAN INVENTARIS SEKOLAH DENGAN METODE ( R & D ) ( Studi Kasus : SMK Global Pekanbaru ),” vol. 1, no. 1, 2019.

M. Alda, C. Muzaddidah, and P. Siswa, “RANCANG BANGUN LAYANAN PENGADUAN SISWA PADA MIS AS-SAHIDAH BERBASIS,” vol. 6, pp. 3196–3203, 2023.

P. F. Aulia and M. D. Irawan, “Pengembangan Aplikasi Layanan Pasien Menerapkan Metode Rapid Aplication Development Berbasis Mobile,” vol. 4, no. 4, 2023, doi: 10.47065/josh.v4i4.3557.

M. Alda, A. Wardana, M. Hafi, I. Isnan, M. Naufal, and F. Hibrizi, “Perancangan Aplikasi SPPD Berbasis Mobile Menggunakan Metode Rapid Application Development ( RAD ),” vol. 5, no. 2, pp. 394–404, 2024, doi: 10.47065/josh.v5i2.4659.

I. A. Rachman and K. M. L, “Retweet Prediction Based on User-Based , Content-Based , and Time-Based Features Using ANN Optimized with GWO,” vol. 4, no. 1, 2023, doi: 10.30865/klik.v4i1.1067.

Alkaff, M., Khatimi, H., & Eriadi, A. Sistem Rekomendasi Buku pada Perpustakaan Daerah Provinsi Kalimantan Selatan Menggunakan Metode Content-Based Filtering. MATRIK : Jurnal Manajemen, Teknik Informatika Dan Rekayasa Komputer, 20(1), 193–202, 2020. https://doi.org/10.30812/matrik.v20i1.617

J. Publikasi and T. Informatika, “Penerapan Model Information Retrieval Untuk Pencarian Konten Pada Perpustakaan Digital,” vol. 1, no. 3, 2022.

Arif, Y. M., Nurhayati, H., Nugroho, S. M. S., & Hariadi, M. Destinations Ratings Based Multi-Criteria Recommender System for Indonesian Halal Tourism Game. International Journal of Intelligent Engineering and Systems, 15(1), 282–294, 2022. https://doi.org/10.22266/IJIES2022.0228.26

P. N. Raharjo, A. Handojo, and H. Juwiantho, “Sistem Rekomendasi Content Based Filtering Pekerjaan dan Tenaga Kerja Potensial menggunakan Cosine Similarity” 2022

D. B. Paillin, Y. Widiatmoko, F. Teknik, and U. Pattimura, “Rancangan Aplikasi Monitoring Online Untuk Meningkatkan Pemeliharaan Prediktif Pada PLTD,” vol. 01, pp. 9–17, 2021, doi: 10.21456/vol11iss1pp9-17.

D. Septiani, I. Isabela, “Analisis term frequency inverse document frequency (tf-idf) dalam temu kembali informasi pada dokumen teks,” vol. 25, pp. 81–88., 2022

Nurman Hidayat and Kusuma Hati (2021) ‘Penerapan Metode Rapid Application Development (RAD) dalam Rancang Bangun Sistem Informasi Rapor Online (SIRALINE)’, Jurnal Sistem Informasi, 10(1), pp. 8–17. 2021. doi: 10.51998/jsi.v10i1.352

E. Hutabri, “Penerapan Metode Rapid Application Development (RAD) Dalam Perancangan Media Pembelajaran Multimedia,” Innov. Res. Informatics, vol. 1, no. 2, pp. 57–62, 2019.

Geetha, G., Safa, M., Fancy, C., & Saranya, D. A Hybrid Approach using Collaborative filtering and Content based Filtering for Recommender System. Journal of Physics: Conference Series, 1000(1).2020. https://doi.org/10.1088/1742- 6596/1000/1/012101.

Erlangga, E., & Sutrisno, H. Sistem Rekomendasi Beauty Shop Berbasis Collaborative Filtering. EXPERT: Jurnal Manajemen Sistem Informasi Dan Teknologi, 10(2), 47.2020. https://doi.org/10.36448/jmsit.v10i2.1611


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Article History
Submitted: 2024-07-11
Published: 2024-07-26
Abstract View: 56 times
PDF Download: 65 times
How to Cite
Yanti, F., & Yahfizham, Y. (2024). Implementasi Sistem Informasi Pengolahan Data Alumni Membantu Akreditas dan Bursa Kerja Metode Content Based Filtering. Journal of Information System Research (JOSH), 5(4), 1102-1114. https://doi.org/10.47065/josh.v5i4.5546
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