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EXPERT SYSTEM FOR DIAGNOSING DIGESTIVE DISEASES IN HUMANS USING WEB-BASED ANALYTICAL HIERARCHY PROCESS AND CERTAINTY FACTOR METHODS Hasan, Ibnu; Widhiani, Pahla; Sokid, Sokid; Achyar , Tedy
INTI TALAFA Vol. 17 No. 1 (2025): Edisi Januari - Juni 2025
Publisher : Program Studi Teknik Informatika Universitas Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32534/int.v17i1.7160

Abstract

Diseases of the gastrointestinal tract are a serious health problem that is the sixth leading cause of death in the world according to WHO (World Health Organization). Digestive diseases are one of the common health problems and often require proper diagnosis for effective treatment. This research aims to develop a web-based expert system capable of diagnosing digestive diseases in humans using the Analytical Hierarchy Process (AHP) and Certainty Factor (CF) methods. The AHP method is used to measure and compare the level of importance of various symptoms, while the CF method is used to calculate the level of certainty of the diagnosis given. The system has 5 diseases with each description and treatment and 25 symptoms. In system testing conducted by researchers, the results of the diagnosis of GERD disease were 51.4%, Dysmenia was 48.2% and Hemorrhoids 27.5%. The test results obtained the same results as the manual calculation by the researcher. Based on the results of system and manual testing, this expert system for diagnosing digestive diseases using the Analytical Hierarchy Process and Certainty Factor methods has succeeded as expected. So that this system can be used by the public and medical personnel who deal with digestive diseases. Keywords: Expert System, Diagnosis, Digestive Diseases, Analytical Hierarchy Process, Certainty Factor
Media Sosial Dan Partisipasi Politik Pemuda Dalam Pelaksanaan Tahapan Pemilu 2024 ( Studi Kasus Kecamatan Susukan ) Sokid, Sokid
Journal of Comprehensive Science Vol. 2 No. 5 (2023): Journal of Comprehensive Science (JCS)
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/jcs.v2i5.354

Abstract

Teknologi Informasi sudah menjadi bagian yang tak terpisahkan dalam aktifitas keseharian manusia, baik dalam pemenuhan aktifitas pribadi mapupun berinteraksi dengan orang lain, salah satu produk teknologi informasi yaitu media sosial. Media sosial sangat erat dengan anak mupemuda baik aktifitas individu pemuda maupun aktifitas orgnisasi kepemudaan, isue di media sosial juga sering digunakan sebagai referensi gerakan pemuda dan organisasi kepemudaan, pemilu tahun 2024 menjadi isu yang sedang menghangat pada tahun ini, baik tahapan pelaksanaannya maupun isu figur peserta pemilu tahun 2024 mendatang, di media sosial tersebut pemuda dengan mudahnya mendapatkan informasi mapupun referensi baik digunakan untuk mengambil langkah langkah atau sikap politik pribaadinya maupun gerakan organisasi kepemudaannya, Penelitian ini bertujuan untuk mengetahui manfaat Media sosial bagi pemuda dalam partisipasi olitik pemuda pada pelaksanaan pemilu tahun 2024, penelitia ini menggunakan pendekatan kualitatif dengan mengambil informan menggunakan teknik purposive sampling.
COUNSELING AND ASSISTANCE ON THE PROCEDURE FOR MAKING NIB AND PAYMENT USING QRIS Dian Novianti; Suhana Minah Jaya; Sokid Sokid; Pahla Widyani; devi yuliananda; Fitri Dian Perwitasari
Jurnal Abdisci Vol 2 No 4 (2025): Vol 2 No 4 Tahun 2025
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/abdisci.v2i4.649

Abstract

Background. The Business Identification Number (NIB) is a licensing identity that must be owned by business actors to ensure the legality of their business. On the other hand, the digitization of the payment system is growing with the presence of QRIS (Quick Response Code Indonesian Standard), which facilitates non-cash transactions quickly and efficiently. Aims. This community service activity aims to provide counseling on the procedure for making NIB and using QRIS for micro and small businesses (MSMEs) in Lingsana Village, Jalaksana District, Kuningan Regency. Methods. The method used is direct counseling through lectures, discussions, and practical simulations. Based on pre-test and post-test evaluations, participants consisting of 30 MSME actors showed an increase in understanding by 85%. Result. The results of this activity are expected to encourage business formalization and adoption of digital payment technology among MSMEs. Conclusion. NIB and MSME actors get legal protection, better access to capital, and empowerment from the government. Implementation. This program is expected to encourage local economic growth by strengthening the position of MSMEs in the digital era.
Sistem Pendukung Keputusan Penentuan Siswa Berprestasi Menggunakan Metode Weighted Product Berbasis GUI Python pada SMK Plus Al Hilal Tegalgubug Sokid; Ananda Sathria Maulana Amri; Afifah Zayyin Amatillah
Journal of Applied Informatics Science Volume 2 Issue 1 (2026)
Publisher : GWS Tech Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65897/jais.v2.i1.92

Abstract

Penentuan siswa berprestasi di SMK Plus Al Hilal Tegalgubug selama ini dilakukan secara manual dengan penilaian yang bersifat subjektif dan membutuhkan waktu lama. Penelitian ini bertujuan untuk membangun Sistem Pendukung Keputusan (SPK) penentuan siswa berprestasi menggunakan metode Weighted Product (WP) berbasis aplikasi GUI Python dengan database MySQL. Penelitian menggunakan metode pengembangan sistem Waterfall dan melibatkan 43 siswa kelas XII sebagai alternatif dengan lima kriteria penilaian, yaitu nilai akademik, kehadiran, sikap, prestasi non-akademik, dan pelanggaran. Hasil penelitian menunjukkan sistem yang dibangun mampu menghasilkan peringkat siswa berprestasi secara objektif dan konsisten untuk tiga program keahlian: TJKT, TO, dan AKL. Pengujian sistem menggunakan Black Box Testing menunjukkan seluruh fitur berjalan sesuai kebutuhan. Sistem ini diharapkan dapat membantu pihak sekolah dalam pengambilan keputusan yang lebih efisien dan transparan
Perancangan dan Implementasi Sistem Informasi Manajemen Operasional dan Penggajian Berbasis Web Menggunakan Model Waterfall Suhadi Parman; Gina Khayatun Nufus; Sokid; Kahfi Gunardi; Muhammad Iszul Wilsa
Infotek: Jurnal Informatika dan Teknologi Vol. 9 No. 2 (2026): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v9i2.35288

Abstract

Micro, Small, and Medium Enterprises such as E-Donuts face challenges in daily operational management, sales recording, packaging and donut stock management, and employee payroll because they still rely on manual processes. This study aims to design and implement EdoBest, a web-based operational management and payroll application developed using the Waterfall model. The development process includes planning, requirement analysis through interviews and observation, UML-based system design and responsive interface design, implementation using Laravel 12 and MySQL, black-box testing, and maintenance. The novelty of EdoBest lies in the integration of culinary MSME operational modules into a single system, including delivery batch management, multi-outlet management, packaging and donut stock management, employee activity recording, cash advance management, report validation, and automatic payroll calculation based on daily operational data. The quantitative testing results show that 16 functional test scenarios, consisting of 10 Admin scenarios and 6 Employee scenarios, were successfully executed with a 100% success rate. This research contributes a functionally tested design and implementation of an integrated information system that improves recording accuracy, reporting efficiency, real-time monitoring, and decision-making support for multi-outlet culinary MSMEs.
Implementation of a Decision Support System for Selecting the Best Clothing Brand Using the Website-Based TOPSIS Method Sokid Sokid
Journal of Applied Informatics Science Volume 1 Issue 2 (2025)
Publisher : GWS Tech Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65897/jais.v1.i2.72

Abstract

The rapid growth of the fashion market increases the number of available clothing brands, making it harder for consumers to select the best option under multiple criteria. This study develops a web-based decision support system for selecting the best clothing brand using the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method. The criteria include price as a cost criterion and material quality, comfort, durability, and suitability as benefit criteria. Brand alternatives are evaluated on a 1–10 scale and processed through TOPSIS steps, including normalization, weighting, determining ideal solutions, computing distances to the positive and negative ideal solutions, and calculating the preference value (Ci). The ranking results indicate that Elizabeth (A6) achieves the highest preference score (Ci = 0.723779), thus recommended as the best brand. The proposed system supports criteria and alternative input, automated computation, transparent step-by-step calculations, and result export, enabling more objective and efficient decision-making.
XSentiment-HS: Hierarchical CNN-BiGRU-SVM with Explainable for Indonesian Multi-Level Hate Speech Detection Gina Khayatun Nufus; Rizki Dewantara; Ardi Susanto; Sokid; Lia Farhatuaini; Jaka Septiadi; Mohammad Raihan Akbar
Journal of Applied Informatics Science Volume 2 Issue 1 (2026)
Publisher : GWS Tech Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65897/jais.v2.i1.81

Abstract

Deteksi ujaran kebencian pada media sosial menuntut interpretasi teks yang kompleks karena sifatnya yang spontan dan ambigu, terutama dalam bahasa Indonesia yang kaya akan slang. Tantangan utama saat ini adalah keterbatasan penelitian sebelumnya yang mayoritas hanya melakukan klasifikasi biner tanpa mendeteksi tingkat keparahan konten. Penelitian ini mengusulkan XSentiment-HS, sebuah model deep learning hierarkis dua tahap untuk deteksi multi-tingkat hate speech. Arsitektur model menggabungkan Convolutional Neural Networks (CNN) untuk ekstraksi fitur lokal dan Bidirectional Gated Recurrent Unit (BiGRU) untuk menangkap ketergantungan kontekstual jangka panjang. Model ini juga diperkuat dengan mekanisme Multi-Head Attention dan Support Vector Machine (SVM) sebagai classifier final. Melalui integrasi ini, XSentiment-HS diharapkan mampu mengatasi tantangan ekstraksi fitur dan polisemi secara lebih efektif dibandingkan metode konvensional.
Evaluasi Penerimaan dan Usability Aplikasi SIBERGO Menggunakan Technology Acceptance Model dan SUS Layli Hardiyanti; Kahfi Gunardi; Ardi Susanto; Muhammad Iszul Wilsa; Sokid
Jurnal Elektronika dan Teknik Informatika Terapan ( JENTIK ) Vol. 4 No. 2 (2026): Juni: Jurnal Elektronika dan Teknik Informatika Terapan (JENTIK)
Publisher : Politeknik Kampar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59061/jentik.v4i2.1539

Abstract

As a mobile academic information system, SIBERGO supports students in carrying out their daily campus routines. To find out both how usable the application is and how willing students are to adopt it, this study combines two complementary instruments — the System Usability Scale (SUS) and the Technology Acceptance Model (TAM). Responses were gathered from 257 student users through an online questionnaire, then processed via descriptive statistics, validity and reliability checks, Pearson correlation, and Partial Least Squares-Structural Equation Modeling (PLS-SEM). On the 0-100 SUS scale, the application averaged 57.97, a Marginal, D-grade result that points to usability still below what the industry generally considers acceptable. Under TAM, five of the six proposed paths were statistically significant (p<0.05); notably, Perceived Ease of Use (PEOU) drove both Perceived Usefulness (PU) and Attitude Toward Using (ATU) at coefficients of 0.598 and 0.455. The direct PU-to-Behavioral Intention (BI) path, by contrast, was not significant (coefficient 0.068; p=0.357), leaving ATU to act as a full mediator between the two. A subsequent correlation analysis found PEOU to be the construct most closely tied to SUS scores (r=0.589; p<0.001), reinforcing agreement between the two evaluation methods. In short, students find SIBERGO reasonably straightforward to learn, yet its broader usability — system stability and feature consistency above all — has room to improve before daily use can be considered optimal.
SISTEM INFORMASI PENYUSUNAN MODUL BERBASIS WEB PADA PROGRAM PJJ UIN SSC Sokid Sokid; Suhadi Parman; Layli Hardiyanti; Lasiah Lasiah; Harry Gunawan
INTI TALAFA Vol. 18 No. 2 (2026): Vol 18 No 2 Tahun 2026
Publisher : Program Studi Teknik Informatika Universitas Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32534/int.v18i2.8901

Abstract

Program Pendidikan Jarak Jauh (PJJ) UIN Siber Syekh Nurjati Cirebon menghadapi kendala dalam administrasi penyusunan modul, terutama pada efisiensi proses, koordinasi antarunit, dan pengelolaan dokumen yang masih berjalan terpisah-pisah. Penelitian ini bertujuan merancang dan membangun Sistem Informasi Penyusunan Modul (SIPemo) berbasis web yang mendukung pengelolaan proses penyusunan modul secara terstruktur. Pengembangan sistem menerapkan pendekatan rekayasa perangkat lunak dengan model System Development Life Cycle (SDLC) Waterfall, mencakup tahap analisis kebutuhan, perancangan, implementasi, pengujian, hingga evaluasi. Perancangan sistem dimodelkan dengan Unified Modeling Language (UML), sedangkan implementasi menggunakan bahasa pemrograman PHP dengan framework Laravel dan basis data MySQL. Sistem melibatkan empat kategori pengguna, yaitu pengunjung, penyusun modul, Lembaga Penjaminan Mutu (LPM), dan admin, dengan fitur utama berupa pengelolaan data mata kuliah dan jurusan, pendaftaran penyusun, pengunggahan modul bertahap, validasi setiap tahapan, pengunggahan dan validasi final draft, pengelolaan bukti publikasi, serta pemantauan progres penyusunan modul. Hasil pengujian menunjukkan bahwa SIPemo mampu menyatukan alur kerja penyusunan modul yang sebelumnya berjalan manual ke dalam satu platform, mendukung validasi berjenjang, dan meningkatkan keterbukaan informasi progres penyusunan modul bagi seluruh pemangku kepentingan Program PJJ UIN Siber Syekh Nurjati Cirebon.