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All Journal RABIT: Jurnal Teknologi dan Sistem Informasi Univrab Jurnal Ilmiah Teknik Informatika (TEKINFO) Jurnal Informatika Teknologi dan Sains (Jinteks) Mazinda: Jurnal Akuntansi, Keuangan, dan Bisnis Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer
Firman Santoso
Universitas Ibrahimy
Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Social Sciences Transportation

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SISTEM PENDUKUNG KEPUTUSAN PRESTASI SISWA SEKOLAH SMP NU MANBAUL HIKAM DENGAN METODE SAW Ahmad Su’aydiama; Firman Santoso
Jurnal Informatika Teknologi dan Sains (Jinteks) Vol 6 No 2 (2024): EDISI 20
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51401/jinteks.v6i2.4204

Abstract

Berdasarkan banyaknya siswa yang memiliki nilai prestasi baik dalam bidang studi maupun non studi dengan tujuan untuk memantau setiap siswa dan mengevaluasi pertumbuhan siswa selama proses pembelajaran berlangsung, yaitu di Sekolah SMP NU MANBAUL HIKAM terus digunakan metode Penilaian siswa dapat ditentukan secara manual, dan data rapor dapat digunakan untuk menentukan standar bagi siswa luar biasa. Jadi, berdasarkan standar yang diputuskan oleh sekolah, peneliti tertarik untuk menciptakan sistem pendukung keputusan bagi mereka yang berprestasi. Sejumlah kriteria, termasuk pengetahuan, kemampuan, sikap, dan peringkat kehadiran, telah ditetapkan untuk mengidentifikasi siswa berprestasi. Teknik SAW (Simple Additive Weighting) digunakan oleh sistem ini. Menemukan nilai bobot untuk setiap kualitas merupakan langkah awal dalam proses penelitian. Selanjutnya, prosedur pemeringkatan digunakan untuk mengidentifikasi pilihan terbaik untuk mengidentifikasi siswa yang luar biasa. Penulis menggunakan wawancara dan observasi untuk mendapatkan data penelitian ini.
SISTEM PENDUKUNG KEPUTUSAN PENERIMA BANTUAN SISWAMISKIN MENGGUNAKAN METODE MOORA SDN1 KEMBANGSARI MUIS; Adi Susanto; Firman Santoso
BETRIK Vol. 15 No. 02 (2024): Jurnal Ilmiah BETRIK : Besemah Teknologi Informasi dan Komputer
Publisher : PPPM Institut Teknologi Pagar Alam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36050/1s44aq36

Abstract

Penelitian ini bertujuan mengoptimalkan alokasi bantuan siswa miskin melalui sistem pendukung Keputusan (SPK) dengan menerapkan metode MOORA untuk menentukan penerima bantuan siswa miskin di SDN 1 Kembangsari masalah yang terjadi di SDN 1 kembangsari Proses penetapan masih dilakukan secara konvensional sehingga dana BSM tidak tepat sasaran dan terdapat kesenjangan sosial diantara guru dan wali murid maka dari itu peneliti menggunakan 4 kriteria untuk diajukan sebagai salah satu acuan dalam menetapakan penerima bantuan siswa miskin di SDN 1 Kembangsari dengan menerapkan Metode Multi objective optimization by ratio analisys (MOORA) penelitian ini berfokus untuk berkontribusi pada efektifnya  enyaluran dana BSM sehingga tidak ada lagi kesenjangan sosial diantara wali murid dan guru
ALAT MONITORING DAYA LISTRIK BERBASIS IOT PADA PONPES SALAFIYAH SYAFI’IYAHSUKOREJO (P2S3) MENGGUNAKAN NODEMCU DAN BLYNK Muhammad Haikal Bisri; Firman Santoso; Farihin Lazim
BETRIK Vol. 15 No. 02 (2024): Jurnal Ilmiah BETRIK : Besemah Teknologi Informasi dan Komputer
Publisher : PPPM Institut Teknologi Pagar Alam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36050/rz8kkq92

Abstract

Energi listrik sudah menjadi salah satu kebutuhan primer dalam kehidupan manusia. Penggunaan energi listrik pada pondok pesantren salafiyah syafi’iyah sukorejo begitu penting dalam sektor penunjang kehidupan santri. Demi menjaga kualitas listrik agar kinerja dan usia pakainya baik maka diperlukannya alat yang dapat memonitoring secara berkala untuk menghindari terjadinya pemborosan serta pemakaian energi listrik secara illegal. Namun proses pengecekan masih dilakukan secara manual. Maka dari permasalahan diatas dilakukanlah penelitian berupa perancangan alat monitoring daya listrik berbasis IoT pada ponpes salafiyah syafi’iyah sukorejo. Perancangan alat ini yaitu dengan merancang perangkat lunak dan perangkat keras. Perangkat keras yang digunakan yaitu board ESP32 untuk membaca dan mengolah data sensor tegangan, arus dan energy dari modul sensor PZEM-004T secara jarak jauh. Kemudian perancangan perangkat lunak dengan menggunakan aplikasi Blynk yang dihubungkan melalui koneksi internet. Hasil pada pengujian alat mampu bekerja dengan baik dalam membaca tegangan, arus, energy serta memiliki tingkat akurasi sebesar 100%.
DETEKSI KUALITAS RUMPUT LAUT MENGGUNAKAN METODE CONVELUTION NEURAL NETWORK (CNN) BERDASARKAN CITRA DIGITAL (STUDI KASUS : DESA ALASMALANG KECAMATAN RAAS SUMENEP) Supandi Supandi; Abd. Ghofur; Firman Santoso
Rabit : Jurnal Teknologi dan Sistem Informasi Univrab Vol 10 No 2 (2025): Juli
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/rabit.v10i2.6273

Abstract

Seaweed quality greatly determines the economic value and competitiveness of processed marine products. To assist the automatic and objective quality classification process, a Convolutional Neural Network (CNN)-based approach is used with RGB color features from digital images as the main input. Seaweed images go through the stages of preprocessing, RGB color feature extraction, quality class labeling, and CNN model training. Two quality categories are defined, namely good and bad. The training results show that the CNN model is able to classify seaweed quality with an accuracy rate of 92% on training data and 91.19% on test data, as well as low and stable loss values. The application of CNN to color features has proven effective for image-based seaweed quality classification, and can be further developed in an automatic quality evaluation system in the agricultural and marine sectors.
Sistem Informasi Akuntansi Penjualan Kredit sebagai Penunjang Pengendalian Internal Piutang di Toko Nuansa Hasil Karya Banyuwangi Muhammad Fauzen Adiman; Firman Santoso; Ummi Kulsum
Mazinda : Jurnal Akuntansi, Keuangan, dan Bisnis Vol. 1 No. 1 (2023): Mazinda : Jurnal Akuntansi, Keuangan, dan Bisnis
Publisher : Program Studi Akuntansi Syari'ah Universitas Ibrahimy

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35316/mazinda.v1i1.2647

Abstract

Every business is founded with the aim of making a profit for the owner in the future. Various strategies must be implemented, evaluated, modified, and developed continuously so that the company can maintain its existence. Not only in product marketing, but also aspects of human resources, information systems and management which are supported by the implementation of an internal control system must be the main concern of every business owner. In order to expand market share and sales volume, the Nuansa Karya Banyuwangi Store does not only serve cash sales, but also sells on credit. So that sales transactions increase. It's just that, the obstacle that is still being faced today is the continued increase in the number of uncollectible accounts every year. If this is not handled properly, it will cause losses for the company. So it is necessary to support data management based on Accounting Information Systems, which can support owners in making decisions. This qualitative descriptive study aims to determine the application of SIA at Nuansa Karya Store and its effectiveness in controlling receivables. The data were extracted from primary and secondary data sources. Both through the method of observation, interviews, and document analysis. Any data collected by researchers will be tested for validity through the triangulation method and extension of observations. The data were analyzed through three stages, namely: data presentation, data reduction, and drawing conclusions. From the results of field findings and discussions, it was concluded that Nuansa Karya's shop has not maximized the application of the Accounting Information System in managing sales transactions on credit. Receivables transaction data is recorded manually on the accounts receivable ledger and transaction evidence is not properly archived. In addition, there are dual duties of employees in carrying out the credit sales function. So that this condition does not optimally support the effectiveness of accounts receivable control and sales decision making.
Rancang Bangun Sistem Informasi Rekam Medis Santri Terintegrasi Berbasis Web Menggunakan CodeIgniter 4 Muflihatul Hasanah; Firman Santoso
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 1 (2026): TEKINFO Vol 27 No 1 April 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

The Health Services at the Salafiyah Syafi'iyah Sukorejo Islamic Boarding School havecurrently implemented an electronic medical record (EMR) system. However, in its execution, thesystem requires further development as it is not yet perfectly integrated across service units. Theseparation of data access between the Boys' Satellite Clinic and the Girls' Satellite Clinic causesoperational barriers since staff at the Central Clinic must manage data through different platforms,leading to administrative inefficiencies in student referral times and non-real-time datasynchronization. Furthermore, the current system lacks automated data interconnection fromregistration to the doctor's unit and requires improvements in access rights management andactivity logs. To address these issues, a web-based integrated EMR platform was developed usingthe CodeIgniter 4 framework, consolidating all service units into a single unified interface basedon the Student Identification Number (NIS). NIS is utilized as the primary search parameter due toits unique nature (primary key) to anticipate the high probability of identical names amongthousands of students, thereby preventing the risk of interchanged medical records. The systemP-ISSN: 1411-3635E-ISSN: 2962-5645journals.upi-yai.ac.id/index.php/TEKINFO/issue/archive10 TEKINFO VOL. 27, NO. 1 , April 2026development follows the Waterfall method. The testing results indicate that the developed systemsuccessfully unifies data access from satellite units to the central unit, automates registration-todoctordata flows, and provides referral notification features before students arrive at the CentralClinic. The implementation of the Model-View-Controller (MVC) architecture in CodeIgniter 4 isproven to deliver a responsive web application execution performance and simplifies centralized,secure, and accurate student medical record data management.
Deteksi Tingkat Kematangan Buah Pisang Berdasarkan Citra Digital Menggunakan Metode Convolutional Neural Network (CNN) Faidatul Hanafiyah; Farihin Lazim; Firman Santoso
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 2 (2026): TEKINFO Vol 27 No 2 Oktober 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

color of the fruit's skin. This method often produces different assessment results dueto the influence of subjective human factors. This research aims to create a system thatcan recognize banana ripeness using digital images using a convolutional neuralnetwork (CNN) method. Data were collected by photographing bananas using a mobilephone camera, and the bananas were categorized into four categories: unripe, ripe,overripe, and rotten. The research process consisted of several steps: data collection,data labeling, image processing by resizing the images to 224x224 pixels, normalizingpixel values, converting the color format to RGB, data augmentation, training the CNNmodel, and evaluating model performance. The CNN architecture used consisted ofthree convolutional layers, three max-pooling layers, a flatten layer, a dropout layer, anda dense layer. Tests demonstrated the model's ability to classify banana ripeness with up to 96% accuracy. Good precision, recall, and F1-score values indicate the CNNmethod's success in recognizing banana ripeness from digital images.
Rancang Bangun Game Edukasi Santri Quest Berbasis Unity 3D Sebagai Media Pembelajaran Interaktif Bagi Santri Widya Safitri; Farihin Lazim; Firman Santoso
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 2 (2026): TEKINFO Vol 27 No 2 Oktober 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

The development of digital technology has significantly influenced various sectors,including education. One form of technology utilization in education is the implementationof educational games as interactive learning media. Educational games can improvelearning motivation by combining entertainment and educational elements into a singleplatform. Salafiyah Syafiiyah Sukorejo Islamic Boarding School has various regulationsthat must be understood by students. However, the delivery of these regulations is stillmostly conducted through conventional methods, making it less attractive for today'sdigital generation. This study aims to design and develop a Unity 3D-based educational game called SantriQuest as an interactive learning medium for students. The research method used is Researchand Development (R&D), while the system development method adopts Rapid ApplicationDevelopment (RAD). The game was developed using Unity Engine and C# programminglanguage. In this game, players act as students who must overcome obstacles, avoidhazards, and answer educational quizzes related to Islamic jurisprudence and science toreach the Freedom Finish as the final objective.The results show that the game has been successfully implemented with features such asLoading Screen, Main Menu, Select Quiz, Select Hero, Hero Controller, hero characters,monster characters, and quiz-based educational gameplay. Based on Black Box Testing, allmajor features function according to system requirements. Santri Quest is expected tobecome an attractive learning medium that enhances students’ understanding ofeducational materials and boarding school regulations
Sistem Pendukung Keputusan Pemilihan Program Studi Mahasiswa Baru Menggunakan Metode SAW Di Universitas Ibrahimy Siti Maulidatul Hasanah; Farihin Lazim; Firman Santoso
Jurnal Ilmiah Teknik Informatika (TEKINFO) Vol. 27 No. 2 (2026): TEKINFO Vol 27 No 2 Oktober 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

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Abstract

The selection of a study program is a strategic step for prospective new students, as itinfluences long-term academic success and career outcomes. However, many prospectivestudents find it difficult to choose a study program that aligns with their interests andabilities, which can reduce their motivation to learn and increase the likelihood of droppingout. This study aims to develop a web-based decision support system capable of providingobjective study program recommendations using the Simple Additive Weighting (SAW)approach at Ibrahimy University Sukorejo Situbondo. The SAW method was chosenbecause it is simple, efficient, and capable of ranking alternatives based on predeterminedcriteria weights. The criteria used include Academic Potential Test (TPA) with a weight of20%, General Knowledge Test (TPU) 20%, Arabic Language 10%, English Language10%, Study Program Competency Test 30%, and Psychology Test 10%. The systemdevelopment follows the waterfall model, including the stages of requirements analysis, system design, implementation using PHP and MySQL, testing, and maintenance. Theresults show that the developed system is able to perform matrix normalization, calculatethe preference score (Vi) for each study program alternative, and generate accurate andefficient recommendation rankings. This system makes it easier for prospective newstudents to choose a study program that matches their potential, while also assistingIbrahimy University in carrying out a more structured, transparent, and measurableselection process.
Co-Authors Abd. Ghofur Ahmad Su’aydiama Faidatul Hanafiyah Lazim, Farihin Muflihatul Hasanah Muhammad Fauzen Adiman Muhammad Haikal Bisri MUIS Siti Maulidatul Hasanah Supandi Supandi Ummi Kulsum Widya Safitri