Penerapan Metode Piotroski F-Score Untuk Sistem Rekomendasi Saham Berbasiskan Website
DOI:
https://doi.org/10.30865/klik.v4i5.1759Keywords:
Stock investment; Indonesian capital market; Piotroski F-Score Method; Book-to-Market; Agile DevelopmentAbstract
Stock investment is an important aspect in allocating resources in the hope of gaining profits in the future. The Indonesian capital market shows positive growth at the end of 2022, encouraging investors' interest in investing. The problem currently faced by investors is that many investors still have difficulty analyzing the fundamentals of a company because it takes a long time and the complexity of the implementation techniques means that many experience losses when investing. This research aims to develop a stock investment recommendation system by integrating the Piotroski F-Score Method. This method uses nine criteria to assess company performance and provides a score between 0 and 9. Previous research results show that the Piotroski F-Score is effective on stocks with low Book-to-Market (BM) providing a more accurate picture of financial fundamentals. System development uses an Agile Development approach to develop systems because it allows system development faster than other methods and the tools used in system design are UML (Unified Modeling Language). The results of the research are a website-based stock recommendation system to simplify and speed up the time for making investment decisions, and the results of ADRO, ANTM, ESSA, INCO, and ITMG shares achieved the highest score each with a value of 9. The share value that reached the highest value shows that These shares are worth investing in.
Downloads
References
V. M. Tanto and T. A. Kurniawan, “Pengembangan Sistem Rekomendasi Investasi Saham berbasis Web (Studi Kasus: Reliance Sekuritas Malang),” Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 6, no. 6, 2022.
H. Supranoto and A. Juliarto, “Analisis Fundamental Berdasarkan Metode Piotroski F-Score Guna Penilaian Investasi,” Diponegoro Journal of Accounting, vol. 8, no. 4, 2019.
A. Putra, S. Achmadi, and A. Mahmudi, “SISTEM PENDUKUNG KEPUTUSAN DENGAN METODE SIMPLE ADDITIVE WEIGHTING (SAW) DALAM MEMILIH SAHAM BADAN USAHA MILIK NEGARA (BUMN) BERBASIS WEB,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 6, no. 1, 2022, doi: 10.36040/jati.v6i1.4609.
A. Chandra, B. Mulyawan, and N. J. Perdana, “PERANCANGAN SISTEM PENGELOMPOKAN DAN REKOMENDASI SAHAM LQ45 DENGAN K-MEDOIDS, EXPONENTIAL MOVING AVERAGE DAN WEIGHTED PRODUCT,” Jurnal Ilmu Komputer dan Sistem Informasi, vol. 9, no. 1, 2021, doi: 10.24912/jiksi.v9i1.11551.
A. Sandiffu’ad and S. G. Putra, “ANALISIS PIOTROSKI F-SCORE PADA SAHAM JAKARTA ISLAMIC INDEX 70 PERIODE TAHUN 2019-2021,” JPS: Jurnal Perbankan Syariah, 2022.
R. P. Sari and M. R. Maulana, “Sistem Pendukung Keputusan Rekomendasi Emiten Saham Menggunakan Metode Simple Additive Weighting,” Jurnal Sistem Komputer dan Informatika (JSON), vol. 2, no. 3, 2021, doi: 10.30865/json.v2i3.3037.
M.Fatchan, R. Pangestsu, and A. Firmansyah, “Sistem Pendukung Keputusan Pemilihan Saham Terbaik Untuk Portofolio Investasi Syariah Menggunakan Metode SAW,” Jurnal Ilmiah Intech?: Information Technology Journal of UMUS, vol. 4, no. 1, 2022.
K. S. Hermawan and K. D. Hartomo, “Sistem Pendukung Keputusan Menyeleksi Saham LQ45 untuk Generasi Milenial Menggunakan Metode SAW,” InfoTekJar?: Jurnal Nasional Informatika dan Teknologi Jaringan, vol. 5, no. 2, 2021.
T. Ciseta Yoda, Y. Reswita, R. Febriani, and H. Y. Hasra, “PENGARUH PROFITABILITAS DAN KEBIJAKAN DIVIDEN TERHADAP NILAI PERUSAHAAN (STUDI KASUS?: INDEX IDX30 YANG TERDAFTAR DI BURSA EFEK INDONESIA PERIODE 2016-2020),” Jurnal Menara Ekonomi?: Penelitian dan Kajian Ilmiah Bidang Ekonomi, vol. 9, no. 1, 2023, doi: 10.31869/me.v9i1.4263.
Y. Cahyono, S. R. Cholil, and . K., “Sistem Pengendalian Operasional Kegiatan Dinas PU Bina Marga dan Cipta Karya Provinsi Jawa Tengah,” Jurnal Teknologi Dan Sistem Informasi Bisnis, vol. 6, no. 1, pp. 43–53, Jan. 2024, doi: 10.47233/jteksis.v6i1.1100.
T. Ayunita Pertiwi et al., “PERANCANGAN DAN IMPLEMENTASI SISTEM INFORMASI ABSENSI BERBASIS WEB MENGGUNAKAN METODE AGILE SOFTWARE DEVELOPMENT WEB-BASED ATTENTION INFORMATION SYSTEM DESIGN AND IMPLEMENTATION USING THE AGILE SOFTWARE DEVELOPMENT METHOD,” Jurnal Testing dan Implementasi Sistem Informasi, vol. 1, no. 1, 2023.
I. Rabbani, E. Krisnanik, and S. Kom, “E – Commerce Perlengkapan Haji Dan Umroh Berbasis Web Menggunakan Metode Agile Software Development,” Prosiding Seminar Nasional Mahasiswa Bidang Ilmu Komputer dan Aplikasinya, vol. 1, no. 2, 2020.
F. Hardiansyah, A. Rizal, and I. Purnamasari, “IMPLEMENTASI METODE AGILE SCRUM DALAM PENGEMBANGAN APLIKASI PEMBELAJARAN OLAHRAGA,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 7, no. 2, pp. 1242–1247, Sep. 2023, doi: 10.36040/jati.v7i2.6734.
A. Yauma, I. Fitri, and S. Ningsih, “Learning Management System (LMS) pada E-Learning Menggunakan Metode Agile dan Waterfall berbasis Website,” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), vol. 5, no. 3, 2020, doi: 10.35870/jtik.v5i3.190.
R. Wicaksono and U. Chotijah, “Sistem Informasi Tagihan Hippam Desa Leran Berbasis Website Dengan Metode Agile Software Development,” Jurnal Ilmiah ILKOMINFO - Ilmu Komputer & Informatika, vol. 6, no. 1, 2023, doi: 10.47324/ilkominfo.v6i1.160.
R. Indah Melyani, R. Rosita, and S. Aji, “Pengembangan Sistem Informasi Penggajian Berbasis Web Menggunakan Framework Laravel dengan Metode Agile Software Development,” Jurnal Sistem Informasi Akuntansi (JASIKA), vol. 3, no. 1, 2023, doi: 10.31294/jasika.v3i01.2195.
E. Riana, “Implementasi Cloud Computing Technology dan Dampaknya Terhadap Kelangsungan Bisnis Perusahaan Dengan Menggunakan Metode Agile dan Studi Literatur,” JURIKOM (Jurnal Riset Komputer), vol. 7, no. 3, 2020, doi: 10.30865/jurikom.v7i3.2192.
I. Ali, A. I. Purnamasari, A. Faqih, M. I. Luthfi, and S. Lubis, “Pengembangan Augmented Reality Menggunakan Metode AGILE Sebagai Media Pembelajaran Wisata Religi,” JURIKOM (Jurnal Riset Komputer), vol. 9, no. 6, 2022, doi: 10.30865/jurikom.v9i6.5342.
H. Sopian, “Penilaian IPO PT Sunindo Pratama, Tbk Dengan Metode SWOT, Piotroski F-Score, Formula Graham Dan NNWC,” Jurnal Manajemen Aset dan Penilai, vol. 3, no. 1, 2023, doi: 10.56960/jmap.v3i1.54.
A. Siking, M. Hidayat Koniyo, and R. Mohammad Thohir Yassin, “Unified Modelling Language (UML) dalam Perancangan Sistem Informasi Pelayanan Pengujian Material Berbasis Web Pada Dinas Pekerjaan Umum dan Penataan Ruang Provinsi Gorontalo,” Journal of System and Information Technology, vol. 3, no. 2, 2023.
M. H. Nurwahid, B. Budiman, and W. Winarti, “Perancangan Sistem Informasi E-Raport Berbasis Web Di MTS Daruth Tholibiin Jatisari,” Jurnal Teknologi Dan Sistem Informasi Bisnis, vol. 5, no. 1, 2023, doi: 10.47233/jteksis.v5i1.734.
D. Darmansah and Y. G. Nengsih, “Pengembangan Sistem Informasi Video Conference Menggunakan Metode Rapid Application Development Berbasis Website,” Building of Informatics, Technology and Science (BITS), vol. 4, no. 1, 2022, doi: 10.47065/bits.v4i1.1740.
A. Rahman, “Rapid Application Development Sistem Pembelajaran Daring Berbasis Android,” INTECH, vol. 1, no. 2, 2020, doi: 10.54895/intech.v1i2.639.
J. Parhusip, A. Saputra, C. Handika, and I. P. Parhusip, “PENGEMBANGAN APLIKASI BIMBINGAN KONSELING PADA SMK NEGERI 1 MUARA TEWEH MENGGUNAKAN METODE RAPID APPLICATION DEVELOPMENT (RAD),” Jurnal Teknologi Informasi: Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika, vol. 16, no. 1, 2022, doi: 10.47111/jti.v16i1.3668.
I. A. Shaleh, J. P. Yogi, P. Pirdaus, R. Syawal, and A. Saifudin, “Pengujian Black Box pada Sistem Informasi Penjualan Buku Berbasis Web dengan Teknik Equivalent Partitions,” Jurnal Teknologi Sistem Informasi dan Aplikasi, vol. 4, no. 1, 2021, doi: 10.32493/jtsi.v4i1.8960.
H. Nurfauziah and I. Jamaliyah, “Perbandingan Metode Testing Antara Blackbox Dengan Whitebox Pada Sebuah Sistem Informasi,” Jurnal VISUALIKA, vol. 8, 2022.
C. T. Pratala, E. M. Asyer, I. Prayudi, and A. Saifudin, “Pengujian White Box pada Aplikasi Cash Flow Berbasis Android Menggunakan Teknik Basis Path,” Jurnal Informatika Universitas Pamulang, vol. 5, no. 2, 2020, doi: 10.32493/informatika.v5i2.4713.
A. Ijudin and A. Saifudin, “Pengujian Black Box pada Aplikasi Berita Online dengan Menggunakan Metode Boundary Value Analysis,” Jurnal Informatika Universitas Pamulang, vol. 5, no. 1, 2020, doi: 10.32493/informatika.v5i1.3717.
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Penerapan Metode Piotroski F-Score Untuk Sistem Rekomendasi Saham Berbasiskan Website
ARTICLE HISTORY
Issue
Section
Copyright (c) 2024 Setiyawanto Setiyawanto, Rastri Prathivi
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).
