Analisis Sistem Informasi Keuangan Punia.Id Dengan Menggunakan Rapidminer


Authors

  • Ahmad Nasrudin Nasrudin Sekolah Tinggi Manajemen Informatika Dan Komputer Mercusuar, Indonesia

DOI:

https://doi.org/10.47065/jieee.v5i1.2691

Keywords:

Chart of Accounts; , Financial Information System; Punia.id

Abstract

With the development of information technology, digital systems are increasingly being adopted by companies to improve efficiency and transparency in financial management. PT Kanzun Bahriyah Sentosa uses Punia.id as a financial information system to record and manage company transactions, including ship operations and fish sales. However, during implementation, several technical and non-technical obstacles were encountered, such as users' difficulty in understanding the Chart of Accounts, which affected the accuracy of financial reports. Therefore, an analysis of the effectiveness of using Punia.id in improving the efficiency of the company's financial system is needed. This study uses observation, interviews, documentation, and questionnaires with the Likert scale technique to measure the effectiveness and obstacles in using Punia.id. In addition, a problem-solving approach and linear regression analysis were used to evaluate the relationship between the level of difficulty in managing the Chart of Accounts and the level of errors in financial reporting. Based on the results of tests conducted on the Financial Information System using the Rapidminer method, it can be seen that the results are quite significant based on the tests that have been carried out. The independent variable (X), based on the correlation test results, has an R Square value of 0.42, which is 42%. With these results, the value can be calculated

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References

REFERENCES

S. A. Arief, G. Praditya Utama, and N. S. Nurjanah, “Penerapan Metode Algoritma C4.5 Dan Rapid Miner Untuk Prediksi Penyakit Jantung,” J. Insa. (Journal Inf. Syst. Manag. Innov., vol. 2, no. 12, pp. 2777–1385, 2024, [Online]. Available: http://jurnal.bsi.ac.id/index.php/jinsan

P. C. Hartono and A. D. Widiantoro, “Analisis Prediksi Harga Saham Unilever Menggunakan Regresi Linier dengan RapidMiner,” J. Comput. Inf. Syst. Ampera, vol. 5, no. 3, pp. 2775–2496, 2024, [Online]. Available: https://journal-computing.org/index.php/journal-cisa/index

M. N. Rusnawan, S. H. Hasyim, and S. Sahade, “Analisis Sistem Informasi Akuntansi Penjualan,” Account. Glob. J., vol. 8, no. 1, pp. 47–62, 2024, doi: 10.24176/agj.v8i1.11598.

L. Sari, S. Z. Harahap, and I. Ritonga, “Memprediksi Data Saham Bank Mandiri Menggunakan Metode Algoritma Regresi Linear Dengan Bantuan Rapid Miner,” Informatika, vol. 12, no. 2, pp. 124–131, 2024, doi: 10.36987/informatika.v12i2.5645.

A. Yanti and S. Aristantya, “Analisis Rapid Miner Terhadap Laporan PSAK21 Dan Pengaruh Kualitas Layanan Terhadap Sistem Pengambilan Keputusan Pembelian,” J. Minfo Polgan, vol. 12, no. 1, pp. 1580–1592, 2023, doi: 10.33395/jmp.v12i1.12919.

A. S. Nuriyah, R. Saladini, K. N. Fujiah, and F. Indrayatna, “SEMINAR NASIONAL STATISTIKA AKTUARIA II (2023) Prediksi Harga Saham Bank BCA Menggunakan Metode Regresi Linier Berganda,” 2023, [Online]. Available: http://prosidingsnsa.statistics.unpad.ac.id/

Miftahuljannah, Aswan Supriyadi Sunge, and Ahmad Turmudi Zy, “Analisis Prediksi Penjualan Dengan Metode Regresi Linear Di Pt. Eagle Industry Indonesia,” J. Inform. Teknol. dan Sains, vol. 5, no. 3, pp. 398–403, 2023, doi: 10.51401/jinteks.v5i3.3325.

KuntariBudiyati and P. Priyastiwi, “Analisis Pengelolaan Laporan Keuangan Dana Bosp Melalui Sistem Informasi Pengelolaan Keuangan Sekolah,” J. Akunt. dan Bisnis, vol. 5, no. 1, pp. 170–178, 2025, doi: 10.51903/jiab.v5i1.894.

S. Khoiriyah and Z. Fatah, “Penerapan Algoritma Linear Regression dalam Memprediksi Harga Rumah Menggunakan RapidMiner,” JUSIFOR J. Sist. Inf. dan Inform., vol. 3, no. 2, pp. 107–115, 2024, doi: 10.70609/jusifor.v3i2.5684.

I. N. A. Arsana and A. S. Lestari, “Rancang Bangun Sistem Informasi Laporan Keuangan pada SMP Nasional Berbasis Web,” J. Krisnadana, vol. 1, no. 1, pp. 47–56, 2021, doi: 10.58982/krisnadana.v1i1.81.

W. Lestari, Y. Alvina, C. S. Fatika, and A. Riza, “Analisis Sistem Informasi Akuntansi dalam Penyusunan Laporan Keuangan PT WYCA Dengan Metoda PIECES,” J. Akunt. Indones., vol. 12, no. 2, p. 153, 2023, doi: 10.30659/jai.12.2.153-164.

R. Rama, “Aplikasi Pengolahan Data Keuangan Berbasis Java Pada Cv. Adm Technology Menggunakan Netbeans,” Semnas Ristek (Seminar Nas. Ris. dan Inov. Teknol., vol. 6, no. 1, pp. 57–63, 2022, doi: 10.30998/semnasristek.v6i1.5654.

Q. yumansyah Qori, A. Turmudi Zy, and M. Fatchan, “Prediksi Jumlah Kasus Klaim Indemnity Dengan Menggunakan Algoritma Regresi Linear Pada Asuransi Mandiri Inhealth,” Bull. Inf. Technol., vol. 4, no. 3, pp. 299–305, 2023, doi: 10.47065/bit.v4i3.733.

N. A. Rahmawati and A. C. Bachtiar, “Analisis dan perancangan sistem informasi perpustakaan sekolah berdasarkan kebutuhan sistem,” Berk. Ilmu Perpust. dan Inf., vol. 14, no. 1, p. 76, 2018, doi: 10.22146/bip.28943.

S. Napitupulu and N. A. Siagian, “Prediksi Data Produksi Menggunakan Regresi Linear Sederhana,” JDMIS J. Data Min. Inf. Syst., vol. 1, no. 2, pp. 95–105, 2023, doi: 10.54259/jdmis.v1i2.1956.

F. A. Putri et al., “Prediksi Jumlah Pendonor Darah di Kabupaten Langkat Menggunakan Metode Regresi Linear STMIK Kaputama Binjai , Indonesia beragam . Data mining dikenal dengan nama Knowledge Discovery in Database ( KDD ), dimasa depan dengan data mining meliputi deskripsi , prediksi , inferensi , klasifikasi , clustering ,” no. 5, 2024.

M. Nu’man, “PENGARUH SISTEM INFORMASI AKUNTANSI TERHADAP KUALITAS LAPORAN KEUANGAN BMT FAUZAN AZHIIMA KOTA PAREPARE,” Aleph, vol. 87, no. 1,2, pp. 149–200, 2023, [Online]. Available: https://repositorio.ufsc.br/xmlui/bitstream/handle/123456789/167638/341506.pdf?sequence=1&isAllowed=y%0Ahttps://repositorio.ufsm.br/bitstream/handle/1/8314/LOEBLEIN%2C LUCINEIA CARLA.pdf?sequence=1&isAllowed=y%0Ahttps://antigo.mdr.gov.br/saneamento/proees

D. Novianty, N. D. Palasara, and M. Qomaruddin, “Algoritma Regresi Linear pada Prediksi Permohonan Paten yang Terdaftar di Indonesia,” J. Sist. dan Teknol. Inf., vol. 9, no. 2, p. 81, 2021, doi: 10.26418/justin.v9i2.43664.

T. Novianti, S. A. Mandati, and E. K. Andana, “Peningkatan Evaluasi Risiko Kredit Menggunakan Decision Tree C 4.5,” J. Manuf. Ind. Eng. Technol., vol. 2, no. 2, pp. 1–9, 2023, doi: 10.30651/mine-tech.v2i2.21749.

R. Nirmala, N. Azizah, and S. Retnoningsih, “Pengaruh Sistem Informasi Akuntansi, Good Governance dan Sistem Pengendalian Internal Terhadap Kualitas Laporan Keuangan Pemerintah Kota Magelang,” Nirmala, R., Azizah, N., Retnoningsih, S. (2025). Pengaruh Sist. Inf. Akuntansi, Good Gov. dan Sist. Pengendali. Intern. Terhadap Kualitas Lap. Keuang. Pemerintah Kota Magelang, vol. 6, pp. 115–125, 2025.

N. A. Setyawati and S. A. Adrimuna, “Perancangan Sistem Informasi Pemesanan Dan Pembayaran Jasa Website,” J. Nas. Komputasi dan Teknol. Inf., vol. 5, no. 6, pp. 955–959, 2022, doi: 10.32672/jnkti.v5i6.5385.


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Published: 2025-09-20
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