Implementasi Metode Electre pada Sistem Penunjang Keputusan Penentuan Starting line-up Pemain Sepak Bola Berbasis Web

Muhammad Andika Frasetya; Khaerul Ma'mur

doi:10.69693/ijmst.v4i3.12393

Authors

Muhammad Andika Frasetya Universitas Pamulang
Khaerul Ma'mur Universitas Pamulang

DOI:

https://doi.org/10.69693/ijmst.v4i3.12393

Keywords:

Sistem Penunjang Keputusan, ELECTRE, Starting Line-up, Sepak Bola, Sistem Berbasis Web

Abstract

Penentuan starting line-up dalam pertandingan sepak bola memerlukan pertimbangan berbagai kriteria sehingga dibutuhkan suatu sistem yang dapat membantu pelatih dalam mengambil keputusan secara lebih objektif. Penelitian ini bertujuan membangun Sistem Penunjang Keputusan berbasis web menggunakan metode Elimination and Choice Translating Reality (ELECTRE) untuk menentukan starting line-up pemain sepak bola pada SSB Metro Kukusan Depok. Metode penelitian yang digunakan adalah Waterfall, sedangkan metode pengambilan keputusan menggunakan ELECTRE. Sistem dikembangkan menggunakan React.js, Node.js, Express.js, dan PostgreSQL. Penilaian pemain dilakukan berdasarkan kriteria sesuai posisi bermain, kemudian diproses menggunakan tahapan metode ELECTRE untuk menghasilkan peringkat alternatif. Hasil penelitian menunjukkan bahwa sistem mampu menghasilkan rekomendasi starting line-up sesuai formasi yang dipilih berdasarkan nilai dan bobot kriteria setiap pemain. Pengujian menggunakan Black Box Testing menunjukkan bahwa seluruh fungsi sistem berjalan sesuai dengan kebutuhan. Dengan demikian, sistem yang dibangun dapat membantu pelatih dalam menentukan starting line-up secara lebih objektif, efektif, dan terstruktur.

References

Ati, A., Bouchet, P., & Ben Jeddou, R. (2024). Using Multi-Criteria Decision-Making And Machine Learning For Football Player Selection And Performance Prediction: A Systematic Review. Https://Doi.Org/10.1016/J.Dsm.2023.11.001

Basma Sari, I., & Sintiya Sari, D. (2025). Peran Sistem Pendukung Keputusan Dalam Meningkatkan Efektivitas Pengambilan Keputusan. Vol. 2, No. 3. Https://Ejournal.Unisi.Ac.Id/Index.Php/Albahts/Index

Belhouchet, H., Dergaa, I., Zoudji, B., Ceylan, H. İ., Stefanica, V., Khatrouch, I., Imane, G., Acoumambo, D., Bragazzi, N. L., & Azaiez, F. (2026). Multi-Criteria Decision-Making In Soccer: A Bibliometric Analysis. Vol. 13, No. 1. Https://Doi.Org/10.1057/S41599-026-06968-9

Büyükselçuk, E. Ç., & Badem, E. (2024). Player Selection In Football By Integrated SWARA-VIKOR Methods Under Fuzzy Environment. Heliyon, 10(12), E33087. Https://Doi.Org/10.1016/J.Heliyon.2024.E33087

Chang, V., Sajeev, S., Xu, Q. A., Tan, M., & Wang, H. (2024). Football Analytics: Assessing The Correlation Between Workload, Injury And Performance Of Football Players In The English Premier League. Applied Sciences, 14(16), 7217. Https://Doi.Org/10.3390/App14167217

De Oliveira, M. S., & Steffen, V. (2025). MCDM And Soccer: A Systematic Review Of Key Aspects, Trends, And Future Perspectives. Journal Of Operational And Strategic Analytics, 3(2), 80–94. Https://Doi.Org/10.56578/Josa030202

Duman, E. A., Kilic, H. S., & Tuzkaya, G. (2025). Multi-Attribute Decision-Making Methods For Sports Performance Evaluation: A Review. IMA Journal Of Management Mathematics, Dpaf042. Https://Doi.Org/10.1093/Imaman/Dpaf042

Figueira, J. R., Greco, S., & Roy, B. (2019). Electre-Score: A First Outranking Based Method For Scoring Actions. Http://Arxiv.Org/Abs/1905.06089

Gunawan, R. D. (2024). Penerapan Sistem Pendukung Keputusan Dalam Pemilihan Supplier Dengan Metode TOPSIS. Vol. 2, No. 3, 150–159. Https://Doi.Org/10.58602/Itsecs.V2i3.157

Hamidah, H., Musril, H. A., Zakir, S., & Darmawati, G. (2026). Sistem Pendukung Keputusan Posisi Pemain Sepak Bola Menggunakan MOORA (Football Player Position Decision Support System Using MOORA) (Pt. 200–215). Vol. 5, No. 2. Https://Doi.Org/10.55537/Cosie.V5i2.1656

Handoko Agustin, Y., Mulyani, A., & Ibrahim, R. (2023). Sistem Pendukung Keputusan Seleksi Pemain Sepak Bola Menggunakan Metode Profile Matching. Http://Jurnal.Mdp.Ac.Id

Huang, J., Zhang, Y., Xu, M., Lv, Y., Zhang, J., & Shafieezadeh, M. M. (2025). Hybrid FAHP-FTOPSIS Methodology For Objective Football Player Selection And Ranking. Scientific Reports, 15, 27913. Https://Doi.Org/10.1038/S41598-025-13973-6

Iyai, S. S. (2021). Decision Support System For Determining The Position Of Players In A Football Team Using The Simple Multi Attribute Rating Technique. Jurnal Mandiri IT, 10(1), 8–13. Https://Doi.Org/10.35335/Mandiri.V10i1.101

Izhanov, Z., Seisenbekov, Y., Marchibayeva, U., Yessirkepov, Z., Bakhtiyarova, S., Yermakhanov, B., Ryskaliyev, S., Kurtoğlu, A., & Aldhahi, M. I. (2026). Position Prediction From Performance And Anthropometric Indicators In Young Footballers: A Machine Learning Approach. Scientific Reports, 16, 6766. Https://Doi.Org/10.1038/S41598-026-37957-2

Johnston, K., Roberts, A., & Baker, J. O. (2025). 10 Considerations For Athlete Selection: A Resource And Guide For Researchers And Practitioners. Sports Coaching Review, 1–19. Https://Doi.Org/10.1080/21640629.2025.2497208

Khatrouch, I., Belhouchet, H., Boujelbene, Y., & El Mhamedi, A. (2022). Multi Criteria Decision Making Approach For Football Team Selection. South Asian Research Journal Of Business And Management, 4(3), 133–139. Https://Doi.Org/10.36346/Sarjbm.2022.V04i03.006

King, M., Brown, M., Cox, J., Mclellan, R., Towlson, C., & Barrett, S. (2024). Talent Identification In Soccer: The Influence Of Technical, Physical And Maturity-Related Characteristics On A National Selection Process. PLOS ONE, 19(3), E0298359. Https://Doi.Org/10.1371/Journal.Pone.0298359

Kolbowicz, M., Nowak, M., & Więckowski, J. (2024). A Multi-Criteria System For Performance Assessment And Support Decision-Making Based On The Example Of Premier League Top Football Strikers. Physical Activity Review, 12(1), 121–142. Https://Doi.Org/10.16926/Par.2024.12.12

Kurnia, E., & Ferly Ogianta, M. (2018). Aplikasi Strategi Pemilihan Pemain Futsal Menggunakan Metode ELECTRE. Vol. 15, No. 2.

Lubis, A. S., Fakhriza, M., & Harahap, A. M. (2024). Sistem Pendukung Keputusan Pemilihan Pohon Untuk Ditebang Menggunakan Metode WP Dan ELECTRE Berbasis Web. Journal Of Science And Social Research, 7(3). Https://Doi.Org/10.54314/Jssr.V7i3.2176

Nuraini. (2023). Analysis Of Decision Support Using Elimination And Choice Expressing Reality (ELECTRE) Method In Determining Best Candidate For Programmer Position. Procedia Computer Science, 216, 571–579. Https://Doi.Org/10.1016/J.Procs.2022.12.171

Pranadipa, A., Azhar, Y., & Minarno, A. E. (2022). Sistem Pendukung Keputusan Starting Line-Up Tim Sepakbola Menggunakan Metode Perbandingan Eksponensial (MPE) (Pt. 463–472). Vol. 4, No. 4.

Taherdoost, H., & Madanchian, M. (2023). Multi-Criteria Decision Making (MCDM) Methods And Concepts (Pt. 77–87). Vol. 3, No. 1. Https://Doi.Org/10.3390/Encyclopedia3010006

Wenjie, C., Lou, F., & Wang, Y. (2025). Application Of Tactical Optimization Model And Decision-Making Strategy In Football Teaching Practice. Humanities And Social Sciences Communications, 12, 186. Https://Doi.Org/10.1057/S41599-025-04458-Y

Więckowski, J., & Sałabun, W. (2023). Evaluation Of Football Players’ Performance Based On Multi-Criteria Decision Analysis Approach And Sensitivity Analysis. In Neural Information Processing (Pp. 602–613). Springer. Https://Doi.Org/10.1007/978-981-99-8067-3_45