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All Journal Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Informatika dan Rekayasa Elektronik JATI (Jurnal Mahasiswa Teknik Informatika) JISA (Jurnal Informatika dan Sains) Jutsi: Jurnal Teknologi dan Sistem Informasi Ilmu Komputer untuk Masyarakat Jurnal Indonesia Sosial Sains Journal of Artificial Intelligence and Digital Business ETIK (Jurnal Elektronika Terapan dan Ilmu Komputer) SainsTech Innovation Journal Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer Jurnal Publikasi Ilmu Komputer dan Multimedia

Fahmi, Hairul

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Author-ID : 1511611

Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Environmental Science Immunology & microbiology Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mechanical Engineering Neuroscience Physics Social Sciences Other

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Forecasting Blood Demand Using the Support Vektor Regression Method (Case Study: Blood Transfusion Unit-PMI Central Lombok) Apriati, Yati; Murniati, Wafiah; Saikin, Saikin; Fadli, Sofiansyah; Fahmi, Hairul
JISA(Jurnal Informatika dan Sains) Vol 6, No 2 (2023): JISA(Jurnal Informatika dan Sains)
Publisher : Universitas Trilogi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31326/jisa.v6i2.1780

Blood is an important component produced by the human body. Blood is also a very vital part of human survival. When blood levels in the human body are less than they should be, the way to overcome this is by donating blood or blood transfusion. The health facilities that organize blood donations, provide blood and distribute blood are called Blood Transfusion Units (UTD). UTD in carrying out its duties encountered several obstacles, such as blood only having a shelf life of 35 days from donation. If it has passed the expiration date, it cannot be used anymore for blood transfusions. Meanwhile, regarding the demand for blood, the need for blood is greater than those donating. Making it difficult for UTD if the demand occurs when the existing blood stock is not sufficient. And if the stock in UTD experiences an axcess, it can cause losses because the blood is wasted due to expiration. Apart form that. The problem is that in everyday life, many people’s need for blood is reduced. Many of their families intervened directly to find available donors. They even search on social networks or social media such as WhatsApp, Facebook, Instagram and others. And this shows that many of them lack donors. To anticipate these problems. So it is necessary to carry out research on forecasting blood demand using the Support Vektor Regression method at UTD PMI Central Lombok. The aim of this research is to forecast or predict the demand for blood at UTD PMI Central Lombok in the coming period. To reduce the impact of lack or excess blood. SVR is the application of Support Vektor Machine (SVM) in the case of regression to find the best dividing line in the regression function. The advantage of the SVR model is that it can handle overfiting problems in the data. The tests used to measure the best model are Mean Squared Error (MSE), Root Mean Squared Error (RMSE), Mean Absolute Percentage Error (MAPE) and Coefficient of Determination (R2). The results of this research shows that the best model is Support Vektor Regression (SVR) with a polynomial kernel and based on the tuning results, the parameters used are C=10, degree=1, epsilon=1. The SVR model using a polynomial kernel produces a MAPE value of 18.7502% and RMSE value of 0.6919, which means the model has very good predictive ability. Prediction accuracy was achieved with an R2 value of 0.9936 or 99.36% and an MSE value of 0.4787, which means that the prediction of blood demand data at UTD PMI Central Lombok using SVR with a polynomial kernel function had very good prediction accuracy. With predicted result in january for blood type A it was 1654, B was 920, O was 2205 and AB was 1104

PERANCANGAN APLIKASI PENGELOLAAN TIKET WISATA PADA DESA WISATA LANTAN BERBASIS WEB mustakim, irwan hadi; Fahmi, Hairul; Saleh, Maemun
Jurnal Elektronika Terapan dan Ilmu Komputer Vol. 1 No. 1 (2022): Jurnal Elektronika Terapan dan Ilmu Komputer
Publisher : LPPM STMIK Lombok

Indonesia merupakan salah satu negara yang memiliki potensi pariwisata cukup besar terutama melalui berbagai program pengembangan sesuai dengan ciri khas masing-masing daerah , Desa wisata Lantan merupakan salah satu Desa wisata yang memilliki beragam wisata alam disekitarnya, dalam melakukan pengolahan data tiket yang terjual pihak pengelola dari setiap objek wisata melakukan pendataan dengan cara manual, hal ini membuat proses dalam merekap laporan data tiket yang terjual membutuhkan waktu yang cukup lama dan hasilnya kurang akurat, Dalam menyelesaikan permasalahan yang ada di Desa wisata Lantan maka penulis melakukan perancangan aplikasi pengelolaan tiket wisata pada desa lantan berbasis web yang berfokus pada pendataan tiket yang terjual yang kemudian tersimpan dalam database bisa di rekap sebagai laporan dengan lebih cepat, Hasil dari perancangan ini adalah terciptanya aplikasi yang memudahkan pokdarwis dalam melakukan rekap dari setiap objek wisata.

TOPIC MODELING JUDUL PENELITIAN MENGGUNAKAN METODE LATENT DIRICHLET ALLOCATION (LDA) DAN FAKTORISASI MATRIKS NON-NEGATIF (NMF) Saikin, Saikin; Fadli, Sofiansyah; Akbar, Jihadul; Fahmi, Hairul
JATI (Jurnal Mahasiswa Teknik Informatika) Vol. 9 No. 2 (2025): JATI Vol. 9 No. 2
Publisher : Institut Teknologi Nasional Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36040/jati.v9i2.12998

Penelitian merupakan salah satu aspek penting dalam Tri Dharma Perguruan Tinggi yang berkontribusi dalam pengembangan ilmu pengetahuan melalui eksplorasi dan pemecahan masalah. Salah satu tantangan dalam analisis penelitian dosen adalah mengelompokkan tema penelitian berdasarkan judul yang tersedia agar dapat mengidentifikasi tren topik yang sedang berkembang. Permasalahan utama dalam penelitian ini adalah bagaimana mengelompokkan judul penelitian dosen ke dalam topik yang lebih terstruktur secara otomatis. Oleh karena itu, penelitian ini bertujuan untuk menerapkan metode Latent Dirichlet Allocation (LDA) dan Non-Negative Matrix Factorization (NMF) dalam topic modeling guna mengidentifikasi tren penelitian berdasarkan judul penelitian dosen. Metode yang digunakan dalam penelitian ini melibatkan tahap pengumpulan data, pra-pemrosesan teks, pemodelan topik menggunakan LDA dan NMF, serta evaluasi hasil. LDA dan NMF dipilih karena kemampuannya dalam mengidentifikasi distribusi kata dalam suatu korpus dan mengelompokkan dokumen berdasarkan pola kemunculan kata. Hasil penelitian menunjukkan bahwa model LDA menghasilkan lima topik utama dengan distribusi kata tertinggi pada Topik 0 (10.389 kata), diikuti oleh Topik 1 (2.517 kata), Topik 2 (2.432 kata), Topik 3 (2.286 kata), dan Topik 4 (2.247 kata). Sementara itu, model NMF menghasilkan distribusi data tertinggi pada Topik 0 (9.980 data), diikuti oleh Topik 2 (3.765 data), Topik 3 (2.275 data), Topik 1 (2.202 data), dan Topik 4 (1.649 data). Dari hasil tersebut, terlihat bahwa metode LDA dan NMF memiliki perbedaan dalam pemetaan topik, namun keduanya dapat digunakan untuk analisis tren penelitian dosen.

Aplikasi Digital Library pada STMIK Lombok Barliansyah R, Ferdy; Fahmi, Hairul; Saleh, Maemun; Sa'adati, Yuan
SainsTech Innovation Journal Vol. 6 No. 1 (2023): SIJ Volume 6 Nomor 1 Mei 2023
Publisher : LPPM Universitas Qamarul Huda Badaruddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37824/sij.v6i1.2023.387

: STMIK Lombok merupakan salah satu perguruan tinggi yang masih menyimpan berkas Tugas Akhir mahasiswa secara manual, hal ini menyebabkan ketidakefisienan tempat maupun proses pencarian data tugas akhir mahasiswa. Pihak kampus sebenarnya telah mencoba untuk mengarispkan berkas tugas akhir mahasiswa melalui CD/Compact Disk. CD yang dikumpulkan disimpan di dalam rak dan tidak di-back up. Namun cara ini dirasa kurang efisien, karena CD memiliki batasan umur tertentu, sehingga rawan terjadi kerusakan. Selain itu mahasiswa atau dosen juga menemui kesulitan dalam mencari file karya tugas akhir mahasiswa yang pernah dikerjakan, karena harus mencari satu-persatu dikumpulan CD yang ada. STMIK Lombok telah meluluskan 780 mahasiswa, yang berarti ada 780 dokumen yang berupa CD dalam pengumpulan tugas akhir. Metode yang digunakan adalah metode waterfal, dengan melakukan 4 dari 5 tahap yaitu tahap perencanaan, analisis, perancangan dan penerapan. Hasil dari penelitian ini adalah dapat memudahkan mahasiswa dan pihak akademik dalam menemukan skripsi kapan saja dan dimana saja yang dapat diakses melalui internet.

Implementasi Metode SMART dan MAUT dalam Menentukan Ekstrakulikuler Siswa SMA Plus Nurul Mubin NW Hadi, Wahyu; Saikin, Saikin; Fahmi, Hairul
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3347

Selecting appropriate extracurricular activities that align with students’ interests and talents is an important factor in developing their potential and improving non-academic achievements. However, the manual and subjective selection process often leads to inaccuracies in determining suitable activities for students. This study aims to implement the Simple Multi Attribute Rating Technique (SMART) and Multi Attribute Utility Theory (MAUT) methods in a decision support system for extracurricular selection at SMA Plus Nurul Mubin NW, to ensure decisions are made more objectively and measurably. The research was conducted through several stages, including problem identification, data collection through observation, interviews, and questionnaires distributed to students and teachers. The criteria used include interest, talent, free time, and parental support. The results of the calculations using both methods show consistent outcomes, where Student 1 (S1) obtained the highest score of 0.73, making it the best alternative. The similarity of results between the SMART and MAUT methods indicates a high level of reliability and validity in supporting multi-criteria decision-making. Therefore, the application of these two methods is considered effective in helping schools determine the most suitable extracurricular activities for students, contributing to improving the quality of extracurricular management in educational environments.

Implementasi Metode Personal Extreme Programming (Pxp) Pada Pengembangan Aplikasi Buku Tamu(Studi Kasus : Dinas Komunikasi Dan Informatika Kabupaten Lombok Tengah) Musofa, Aolia; Fadli, Sofiansyah; Murniati, Wafiah; Fahmi, Hairul
Jurnal Teknologi Informasi dan Ilmu Komputer Vol 12 No 5: Oktober 2025
Publisher : Fakultas Ilmu Komputer, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25126/jtiik.2025125

Aplikasi Buku Tamu Digital yang dikembangkan di Dinas Komunikasi dan Informatika Kabupaten Lombok Tengah bertujuan untuk mempermudah proses pendaftaran tamu dan pengelolaan data kunjungan. Proses pengembangan dilakukan dengan pendekatan Personal Extreme Programming (PXP) yang meliputi tahapan Requirement, Planning, Iteration Initialization, Design, Implementation, System Testing, dan Retrospective. Hasil pengembangan aplikasi ini menunjukkan bahwa aplikasi memiliki fitur unggulan seperti manajemen data pegawai, kegiatan dinas, serta dashboard statistik kunjungan yang dapat disesuaikan. Pengujian sistem menggunakan metode Black Box Testing menunjukkan bahwa seluruh fitur berfungsi dengan baik dengan tingkat keberhasilan mencapai 100%. Analisis komparatif dengan aplikasi Guest Management System (GMS) komersial, seperti Envoy dan SwipedOn, menunjukkan bahwa meskipun aplikasi GMS komersial lebih unggul dalam hal skalabilitas berbasis cloud, keamanan data yang lebih tinggi, dan dukungan teknis profesional, aplikasi Buku Tamu Digital menawarkan keunggulan dalam hal kustomisasi sesuai kebutuhan lokal, seperti dukungan bahasa daerah (misalnya Bahasa Sasak), integrasi dengan sistem administrasi pemerintahan, dan model distribusi yang lebih efisien biaya. Hasil pengujian kuantitatif menunjukkan performa yang responsif, dengan waktu respons pemindaian QR mencapai 312 ms dan tingkat akurasi verifikasi identitas tamu sebesar 98.7%. Aplikasi ini diharapkan dapat memberikan solusi yang efektif dan efisien untuk pengelolaan kunjungan di instansi pemerintah. Abstract The Digital Guest Book application developed at the Central Lombok Regency Communication and Informatics Office aims to simplify the guest registration process and management of visit data. The development process was carried out using the Personal Extreme Programming (PXP) approach which includes the stages of Requirement, Planning, Iteration Initialization, Design, Implementation, System Testing, and Retrospective. The results of the development of this application show that the application has superior features such as employee data management, service activities, and a customizable visit statistics dashboard. System testing using the Black Box Testing method shows that all features function well with a success rate of 100%. Comparative analysis with commercial Guest Management System (GMS) applications, such as Envoy and SwipedOn, shows that although commercial GMS applications are superior in terms of cloud-based scalability, higher data security, and professional technical support, the Digital Guest Book application offers advantages in terms of customization according to local needs, such as support for regional languages (eg Sasak), integration with government administration systems, and a more cost-efficient distribution model. Quantitative testing results show responsive performance, with a QR scan response time of 312 ms and a guest identity verification accuracy rate of 98.7%. This application is expected to provide an effective and efficient solution for managing visits in government agencies.

Peningkatan Mutu Peserta Didik SMK Plus Munirul Arifin NW Praya dengan Pelatihan Microsoft Office Fadli, Sofiansyah; Khotimah, Husnul; Ashari, Maulana; Saikin, Saikin; Fahmi, Hairul
Ilmu Komputer untuk Masyarakat Vol 3, No 2 (2022)
Publisher : Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkomas.v3i2.1266

SMK Plus Munirul Arifin NW Praya sebagai satuan pendidikan formal, dengan kompetensi keahlian Akomodasi Perhotelan betujuan untuk menciptakan tenaga kerja yang profesional di bidang perhotelan dituntut untuk mampu menjadi hotelier yang kompeten tidak hanya keterampilan atau skill dalam bidang akomodasi perhotelan saja tapi juga dalam bidang IT, masalah yang dihadapi saat ini adalah peserta didik kurang pengenalan terhadap pembelajaran IT karena tidak termasuk dalam kurikulum, kurangnya fasilitas untuk praktik . Peserta didik yang akan mengikuti pelatihan ini adalah peserta didik di SMK Plus Munirul Arifin NW Praya kelas X. pelaksanaan pelatihan bagi peserta didik ini akan lebih kami fokuskan untuk mempelajari dan mengenal lebih tentang Microsoft office, dan paling kita fokuskan lagi yaitu Microsoft word agar bisa menambah kemampuan dalam bidang ilmu komputer sebagai nilai lebih bagi peserta didik. Pada lembaga SMK Plus Munirul Arifin NW Praya ini ada masalah dan kendala yang mereka hadapi, yaitu tidak adanya fasilitas Laboratorium Komputer sendiri dan tutor atau tenaga pelatih yang akan melatih dan memberikan pengenalan tentang ilmu komputer kepada mereka. Kita bisa mengambil kesimpulan dari pelaksanaan kegiatan pelatihan ini yaitu persentase untuk hasil yang menyatakan pelaksanaan pelatihan ini sangat baik yaitu sebanyak 80%, kemudian persentase untuk pelaksanaan pelatihan yang kita lakukan hasilnya baik yaitu sebanyak 20%. Maka dari itu bisa di buktikan dengan kegiatan pelatihan yang kita lakukan ini memang berpengaruh positif dan memberikan banyak manfaat bagi peserta didik, pelatihan ini juga bisa meningkatkan pengetahuan dan keterampilan mereka dalam bidang ilmu teknologi dan komputer.

RANCANG BANGUN SISTEM INFORMASI PEMETAAN PERSEBARAN MENARA TELEKOMUNIKASI SELULER BERBASIS GIS DI LOMBOK TENGAH Arif Setiawan, M.; Tantoni, Ahmad; Fahmi, Hairul
JUTSI: Jurnal Teknologi dan Sistem Informasi Vol. 1 No. 1 (2021): February 2021
Publisher : LPPM STMIK Royal Kisaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jutsi.v1i1.1040

Abstract:Central Lombok Diskominfo availability of very limited information about towers that have not paid or that have already paid fees causes Central Lombok Dikominfo tends not to have accurate and relevant information so it must check the tower. The research objective is to map 320 towers spread across the Lombok Regency in the form of a Google map. The system development method in this study uses XP (Extreme Programming) and the application testing technique uses the Black-Box Testing method. The results of this study are to make it easier for employees / staff in finding the location of the tower that has not paid and who have paid fees by clicking the tower icon in the application. Keywords:Geographic Information Systems, XP (Extreme Programming), Central Lombok Abstrak:Diskominfo Lombok Tengah ketersediaan informasi yang sangat terbatas mengenai menara yang belum membayar atau yang sudah membayar retribusi menyebabkan Dikominfo Lombok Tengah cenderung tidak memiliki informasi yang akurat dan relevan sehingga harus mengecek menara tersebut.Tujuan penelitian untuk memetakan 320 menara yang tersebar di wilayah Lombok bentuk google map. Metode pengembangan sistem dalam penelitian ini menggunakan XP (Extreme Programming) dan teknik pengujian aplikasi ini menggunakan metode Black-Box Testing.Hasil penelitian ini ialah memberikan kemudahan kepada pegawai/staff dalam mencari lokasi menara yang belum membayar dan yang sudah membayar retribusi dengan cara mengklik icon menara pada aplikasi. Kata kunci:Sistem Informasi Geografis, XP (Extreme Programming), Lombok Tengah

Quality Measurement of Online Single Submission (Oss) Information System with Mc Call Method (Case Study of Plut Kumkm) Dewi, Lina Astika; Muniarti, Wafiah; Fadli, Sofiansyah; Fahmi, Hairul
Jurnal Indonesia Sosial Sains Vol. 5 No. 05 (2024): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v5i05.1120

The NTB Province Micro, Small and Medium Enterprise Cooperative Integrated Business Service Center (PLUT-KUMKM) under the West Nusa Tenggara Province Small and Medium Enterprise Cooperative Service, provides comprehensive assistance to KUMKM to increase production and competitiveness. With seven service areas, PLUT- KUMKM provides effective solutions for business actors. However, in issuing a Business Identification Number (NIB) via the OSS application. The thing is, like in the Business Licensing menu, there is a business development feature. Carrying out business development cannot be completed in one activity in one feature, users must return to the new application menu to continue the business development process and make updates. And user errors often occur such as entering information or not following the correct procedures when filling out forms. The licensing system seeks to be integrated electronically, aiming to cut bureaucracy and improve public services. This research measures the quality of the OSS system for issuing nibs based on the perceptions of 100 gardatransfumi assistants, using the McCall method . A comprehensive evaluation is carried out to identify weaknesses and necessary improvements. Measuring the quality of OSS systems using McCall's theory is important for understanding product quality attributes from the perspective of users and the software itself. The research results will provide in-depth insight into the condition of the website and recommendations for improvement. With the OSS system, the government is trying to make it easier to manage business legality. The NIB issued through OSS becomes the identity of business actors for import and export activities. Through quality measurements, systems, weaknesses and improvements to the NIB issuance process can be identified thereby ensuring better service for business actors.

ADDIE-BASED WEB BOOKING SYSTEM FOR RURAL TOURISM Maulana, Firman; Fahmi, Hairul; Akbar, Jihadul
Jurnal Informatika dan Rekayasa Elektronik Vol. 8 No. 2 (2025): JIRE November 2025
Publisher : LPPM STMIK Lombok

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36595/jire.v8i2.1844

Digital transformation plays a crucial role in fostering innovation within community-based tourism services, particularly in rural areas of Indonesia. This study aims to develop a Web-Based Travel and Car Booking Application using the ADDIE model (Analysis, Design, Development, Implementation, and Evaluation) as a systematic framework to support the digital transformation of tourism transportation services in Rembitan Village, Central Lombok Regency. A mixed-method approach was employed to integrate user needs analysis, user-centered design, system development, and functional evaluation. The black-box testing results indicated that all system modules operated according to specifications with a 100% success rate. A quantitative evaluation using the System Usability Scale (SUS) was conducted on ten key participants, representing the entire population of active transport operators in the village. The results yielded an average score of 91.5 (Excellent category), indicating high usability and ease of use for non-technical users. Qualitative findings revealed improvements in operational efficiency, faster booking and payment confirmation, and greater transparency through the integration of the WhatsApp API and AI Chat Integration modules. The findings confirm that the ADDIE model effectively produces a digital system that is scientifically rigorous, technically reliable, and socially impactful. The developed application serves as a practical prototype for Smart Tourism Village implementation, promoting sustainable digital transformation and local economic empowerment within rural tourism sectors in Indonesia.

Co-Authors Apriati, Yati Arif Setiawan, M. Barliansyah R, Ferdy Dewi, Lina Astika Etika Pujianti Fadli, Sofiansyah Firman Maulana, Firman Hamdani, Zainal Basit Jihadul Akbar Kartini, Ajeng Mastuti Maulana Ashari Mohammad Taufan Asri Zaen Muniarti, Wafiah Musofa, Aolia mustakim, irwan hadi Nisrina, Dewi Pardiansyah, Ahmad S. Qomarul Huda Qubro, Baiq Ainurrahmi Imanda Ramadhon, Muhammad Syahid Sa'adati, Yuan Saifullah, Ihsan Saikin Salbiah, Siti Saleh, Maemun Subagiyo Subagiyo Tantoni, Ahmad Wafiah Murniati Wahyu Hadi, Wahyu

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