p-Index From 2021 - 2026
13.694
P-Index
This Author published in this journals
All Journal CAUCHY: Jurnal Matematika Murni dan Aplikasi Jurnal Informatika SMATIKA Jurnal Terapan Abdimas Jurnal Ilmiah KOMPUTASI Jurnal Pengabdian UntukMu NegeRI Journal of Information Technology and Computer Science (JOINTECS) AGREGAT JURNAL MEDIA INFORMATIKA BUDIDARMA JATI UNIK : Jurnal Ilmiah Teknik dan Manajemen Industri JIEET (Journal of Information Engineering and Educational Technology) Jurnal Sains dan Informatika Jurnal Ilmiah Soulmath : Jurnal Edukasi Pendidikan Matematika BAREKENG: Jurnal Ilmu Matematika dan Terapan Jurnal Teknoinfo JURIKOM (Jurnal Riset Komputer) JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Abdimas Umtas : Jurnal Pengabdian kepada Masyarakat LOYALITAS: Jurnal Pengabdian Kepada Masyarakat METIK JURNAL Jurnal Teknologi Dan Sistem Informasi Bisnis Jurnal ABDINUS : Jurnal Pengabdian Nusantara JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Abdi: Media Pengabdian Kepada Masyarakat Jurnal Tekinkom (Teknik Informasi dan Komputer) Infotek : Jurnal Informatika dan Teknologi Indonesian Journal of Cultural and Community Development Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Community Empowerment Sinar Sang Surya: Jurnal Pusat Pengabdian kepada Masyarakat Jurnal Abdimas Indonesia : Jurnal Abdimas Indonesia Jurnal Pengabdian Kepada Masyarakat Patikala Proceedings Series on Physical & Formal Sciences Indonesian Journal of Education Methods Development Indonesian Journal of Innovation Studies Penamas: Journal of Community Service PELS (Procedia of Engineering and Life Science) Proceedings of The ICECRS Procedia of Social Sciences and Humanities Structure Malcom: Indonesian Journal of Machine Learning and Computer Science SAGA: Journal of Technology and Information Systems GEMBIRA (Pengabdian Kepada Masyarakat) Indonesian Journal of Applied Technology Prosiding Seminar Nasional Unimus Journal of Technology and System Information Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Journal for Technology and Science semanTIK Journal of Blockchain, Nfts and Metaverse Technology IJHCS Smatika Jurnal : STIKI Informatika Jurnal Academia Open Jurnal Komunikasi Bisnis dan Teknologi Digital Journal of Artificial Intelligence and Digital Economy
Claim Missing Document
Check
Articles

ANALYSIS OF APRIORI AND K-NEAREST NEIGHBOR (KNN) ALGORITHM IN RECOMMENDING APPROPRIATE LEARNING METHOD Nuril Lutvi Azizah; Ade Eviyanti; Novia Ariyanti; Gita Wardani; Naila Farah Diba
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 20 No 1 (2026): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol20iss1pp0557-0572

Abstract

The study investigates the utilization of data mining techniques, especially the Apriori algorithm and K-Nearest Neighbor (KNN) classification, in recommending appropriate learning methods based on student data. The purpose of this research is to analyze patterns and groupings in students’ behavior, preferences, and academic performance to support more informed and personalized educational strategies. The Apriori algorithm is used to identify frequent associations among learning related attributes, while KNN classification helps group students with similar learning characteristics. The analysis revealed that the digital learning method is the most preferred by students, with a percentage of 84.29%, followed by the traditional lecture method at 15.70%. These results reflect a notable trend toward technology-driven, flexible learning environments, although conventional approaches continue to hold relevance for a portion of learners. The research concludes that the integration of the Apriori algorithm and KNN clustering proves to be an effective analytical framework for facilitating adaptive learning. This approach allows educators and institutions to make data-driven decisions in tailoring instructional methods that align with the diverse needs and preferences of students.
Implementasi Algoritma CNN dengan Arsitektur MobileNet untuk Klasifikasi Citra Daun Herbal Fida Maisa Hana; Agung Prihandono; Agung Bakti; Nuril Lutvi Azizah; Imam Prayogo Pujiono
JURIKOM (Jurnal Riset Komputer) Vol. 13 No. 1 (2026): Februari 2026
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/jurikom.v13i1.9444

Abstract

Indonesia's diversity is very rich, one of which is that Indonesia has herbal plants which people believe are natural medicines for curing diseases. Herbal leaves show different variations in size and shape for each type, indicating that each leaf has special characteristics, shape, texture and size. Researchers used one of the Deep Learning methods, namely Convolutional Neural Network (CNN) for classifying herbal leaves. The field of image classification has found CNNs to be quite effective for image classification. CNN is a type of neural network with convolutional layers that has the ability to automatically extract important features from images. MobileNet is a CNN structure created by Google. MobileNet has advantages in efficient use of computing resources. Specifically, in the MobileNet network model, an attention module was added to improve the model's ability to extract more detailed image features, and dropout technology was added to prevent overfitting. This research method includes image preprocessing, training a convolutional neural network-based model, and evaluating its performance using accuracy, precision, recall, and F1 score metrics. Training was conducted for 20 epochs, and testing was conducted using data separated from the training data. The evaluation results show that the MobileNet model has the ability to extract visual features and produce herbal leaf image classification with an accuracy rate of 97.50% and precision, recall, and F1 scores of 98% each. The proposed model can be used in mobile-based herbal leaf identification applications due to its high performance and lightweight architecture. The stable accuracy curve at the final epoch indicates that the model does not experience significant overfitting and is able to generalize well to the test data
Web-Based Library Information System for Prasung Village Community Services: Sistem Informasi Perpustakaan Berbasis Web untuk Layanan Masyarakat Desa Prasung Ivan Khasani; Hindarto; Sumarno; Nuril Lutvi Azizah
Indonesian Journal of Cultural and Community Development Vol. 16 No. 3 (2025): September
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/4vzd0h26

Abstract

General Background: Information technology adoption in community facilities is increasingly necessary to support organized public services. Specific Background: The Prasung Village Hall library managed borrowing, returns, and membership records manually, leading to inefficiencies and data risks. Knowledge Gap: Limited implementation of structured web-based systems in village libraries constrains systematic data management and service delivery. Aims: This study designed and implemented a website-based library information system tailored to the operational needs of the Prasung Village library. Results: The system computerized member registration, book cataloging, borrowing–return transactions, barcode generation, reporting, and fine management, verified through black-box testing with successful functional outcomes. Novelty: The integration of flowchart, DFD, ERD, and the waterfall model produced a context-specific digital library system for village-level services. Implications: The system supports organized library administration, reduces paper-based records, and provides structured access to educational resources for the local community.
Web-Based Student Grade Progress Monitoring Information System Muhammad Khoirur Roziqin; Nuril Lutvi Azizah; Metatia Intan Mauliana; Arif Senja Fitrani
SaNa: Journal of Blockchain, NFTs and Metaverse Technology Vol. 3 No. 1 (2025): February 2025
Publisher : CV. Media Digital Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58905/sana.v3i1.610

Abstract

In this study, the researchers found a way to help teachers input student grades and achievements. Currently, records are still kept in books, which can cause problems such as burning, deterioration over time, or damage caused by pests. The purpose of this study is to create a system that can be a solution to the above problems, which will also make it easier for teachers to monitor their students so that they can report to the students' guardians. The researcher hopes that this system can help in monitoring student development. Blackbox testing was conducted to show that all features functioned as expected. In addition, a user survey was conducted, which showed a satisfactory rating of 60%, particularly for the interface design. However, the system performance still needs improvement because errors occurred in several aspects and received a low satisfaction rating of less than 50%. There are still many shortcomings in this research that need to be addressed. Hopefully, future research can improve on these shortcomings, resulting in a useful project.
Designing a Web-Based Inventory System Using the Agile Method for Management Efficiency in Buduran District Ratih Sri Yunarti; Nuril Lutvi Azizah; Ade Eviyanti; Hamzah Setiawan
SaNa: Journal of Blockchain, NFTs and Metaverse Technology Vol. 3 No. 2 (2025): August 2025
Publisher : CV. Media Digital Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58905/sana.v3i2.614

Abstract

The rapid development of information technology has had a major impact on various aspects of government administration, including asset and inventory management. In Buduran District, Sidoarjo Regency, inventory data recording is still done manually. This unintegrated system often causes data inconsistencies, difficulties in tracking goods, and inefficiency in the reporting and auditing processes. To overcome these problems, this study designed a web-based inventory information system using the Agile development method. The Agile method allows for gradual system development with user feedback at each iteration, making the system more adaptive to field needs. This system enables digital inventory recording, tracking, and reporting, thereby improving the accuracy, efficiency, and transparency of asset management. Testing using the Black Box method showed that all system features, both from the user and admin sides, worked as expected with a 100% success rate. In addition, the results of the User Acceptance Testing (UAT) showed a user satisfaction rate of 95.6% from five respondents, consisting of two administrators and three staff members. The developed system is expected to improve operational effectiveness and support better decision-making in asset management at the sub-district level.
Job Training Information System at the Sidoarjo Regency Manpower Office M. Arif Mansur; Nuril Lutvi Azizah
SaNa: Journal of Blockchain, NFTs and Metaverse Technology Vol. 3 No. 2 (2025): August 2025
Publisher : CV. Media Digital Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58905/sana.v3i2.726

Abstract

The use of information technology at the Sidoarjo Regency Manpower Office has had a positive impact on job training services. Computerized systems are currently the most important part of advances in information technology. Therefore, the author wishes to develop a computer system that can facilitate the work of the Sidoarjo Regency Manpower Office in meeting the needs of the Manpower Office and the community regarding the job training system in the city of Sidoarjo. The objective of this job training information system is to eliminate the need for people to come to the Manpower Office to manually register for training in the Sidoarjo area. The techniques used in this application are the waterfall method and the CodeIgniter framework.
WEB-BASED INFORMATION SYSTEM FOR SALES OF PRODUCTS LABELED HALAL IN KHANZA ONLINE SHOP Muhammad Rozzaq; Ade Eviyanti; Nuril Lutvi Azizah; Hindarto
Journal for Technology and Science Vol. 1 No. 1 (2024): Journal for Technology and Science
Publisher : PT ANTIS INTERNATIONAL PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61796/ipteks.v1i1.97

Abstract

The times are getting more advanced, the price of necessities is also increasing, many elements justify any means to sell food/products that are not suitable for consumption in order to get abundant profits. which has neglected an important point, namely the halalness of the product. Therefore I made research on how to create an online shop that can sell halal products that are guaranteed to be halal. The Information Sistem for Sales of Halal Labeled Products at the Web-Based Khanza Online Shop is an online shop that sells products labeled as halal, the products being sold are products that have passed the test of the Indonesian Ulema Council (LPPOM MUI) Food and Drug Research Institute. Final result of This research is a sistem that makes it easier for Muslim communities in Indonesia, especially Sidoarjo, to be able to shop online for halal products that have been tested for halal
SISTEM INFORMASI PENJADWALAN PIKET PATROLI BERBASIS WEB PADA SATUAN SAMAPTA POLRES MOJOKERTO Erina Firdaus Dwi Rachmattillah; Nuril Lutvi Azizah; Novia Ariyanti
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 10, No 4 (2025)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v10i4.6687

Abstract

Di tengah perkembangan teknologi informasi yang pesat, pengelolaan dan penjadwalan patroli menjadi hal krusial dalam menjaga ketertiban dan keamanan masyarakat. Polres Mojokerto, sebagai bagian penting dari penegakan hukum, berperan sentral dalam memastikan keamanan masyarakat. Namun dalam pelaksanaannya masih dilakukan secara manual. Dengan tujuan meningkatkan efisiensi dan efektivitas pelaksanaan patroli, pengembangan Sistem Informasi Penjadwalan Piket Patroli berbasis web pada Satuan Samapta Polres Mojokerto menjadi suatu keharusan. Penelitian ini dilakukan dengan merancang dan mengimplementasikan Sistem Informasi Penjadwalan Piket Patroli berbasis web yang sesuai dengan kebutuhan Satuan Samapta di Polres Mojokerto. Dengan menggunakan metode waterfall, sistem ini dirancang untuk menyederhanakan proses penjadwalan patroli, memas-tikan distribusi tugas yang merata, dan memberikan aksesibilitas yang lebih baik bagi personel kepolisian. Sitem Informasi berbasis web ber-hasil dibuat menggunakan bahasa pemrogaman PHP dan Database Mysql. Sistem Informasi ini Sistem informasi geografis ini menggunakan metode pengujian sistem black-box, hasil uji pengguna menunjukkan bahwa pengujian dikatakan sangat setuju jika sistem dapat di gunakan deangan baik sebagai alat absensi, diuji fungsionalitas sistem, operasional, dan semua proses sistem informasi geografis ini dapat berjalan dengan baik sesuai dengan yang diharap-kan pihak satuan samapta polres mojokerto.
Designing a Web-Based Information System for Green Open Space Utilization Services Nihayatur Rohmah; Yunianita Rahmawati; Uce Indahyanti; Nuril Lutvi Azizah
SaNa: Journal of Blockchain, NFTs and Metaverse Technology Vol. 4 No. 1 (2026): February 2026
Publisher : CV. Media Digital Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58905/sana.v4i1.729

Abstract

The development of an information system in this study was carried out to meet the needs of the Sidoarjo Regency Environment and Sanitation Agency (DLHK) for an integrated system. More specifically, this web-based system was designed to handle services related to the use of Green Open Spaces (RTH), which until now have been dependent on manual processes and have lacked data integration. This condition has the potential to hinder the optimization of management, supervision, and service quality. In building the system, the researchers chose the Waterfall method. The reason is that this method provides clear and sequential stages. We went through these stages, starting from analyzing user needs at DLHK, then designing the system and database, then programming using a specific language, then testing the system, and finally preparing maintenance documents. To ensure that the system runs well, two types of tests were conducted. The first test was a Black Box functional test with 27 scenarios created based on use case schemes. The second test was a User Acceptance Test (UAT) involving potential users to fill out questionnaires. The results of this series of tests were encouraging. In the Black Box test, 96.3% of the functions were recorded as successful. According to the researchers, this figure shows that almost all core features are functioning optimally. Meanwhile, in the UAT, the user satisfaction score reached 91%. Based on our interpretation, this score falls into the "very satisfied" category and proves that the system is well received at the end-user level.
IMPLEMENTATION OF THE AGILE METHODOLOGY IN A DIET AND BULKING MOBILE APPLICATION USING THE FLUTTER FRAMEWORK Rahmat Syahrur Ramadhan; Nuril Lutvi Azizah; Ika Ratna Indra Astutik; Sumarno Sumarno
Journal of Artificial Intelligence and Digital Economy Vol. 2 No. 4 (2025): Journal of Artificial Intelligence and Digital Economy
Publisher : PT ANTIS INTERNATIONAL PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61796/jaide.v2i4.1516

Abstract

Objective: This study aims to develop and evaluate the FitLaksana mobile application as a digital solution for improving dietary management and physical activity to address rising health issues such as obesity and metabolic disorders. Method: The application was developed using the Flutter framework and Firebase database, following the Agile methodology through stages of system analysis, user interface design, feature implementation, and Black Box testing. User evaluations were conducted using a Likert scale to assess satisfaction levels regarding functionality, usability, and reliability. Results: All features of the FitLaksana application operated effectively, with users reporting high satisfaction levels—50% rated the app “Agree” (score 4) and 65.38% rated “Strongly Agree” (score 5). The application was praised for its user-friendly interface, stability, and usefulness in supporting healthy lifestyle management. Novelty: This study introduces a comprehensive, user-centered mobile health application that integrates nutritional guidance and exercise planning, demonstrating the effective application of Agile-based development in creating practical digital health tools for self-managed wellness.
Co-Authors Abdiansah, Lutfi Achmad Alfian Fajriansyah Ade Eviyanti Adham Novalas Putra Wibisono Aditya, M. Fahrul Rizki Afandi, Muchammad Arif Afnizar Maulana Asiddiq Agung Bakti Agung Khoirudzikri Agung Prihandono Akhmad Jazuli Al Faris Alam, Mukhammad Nur Bakhrul Alfan Indra Kusuma Alidza Septia Wulansari Alidza Septia Wulansari Amir, Mohammad Faisal Ananda Dwi Prasetyo Annasdyto Virlib Aprillio Arif Senja Fitrani Arif Senja Fitrani Arik Bagus Setyawan Ary Putranto Atik Wahyuni Atmaranti, Julia Awawin Mustana Rohmah Ayu Setya Ningrum Bayu Hari Prasojo Cau Kim Jiu Cau Kim Jiu Cecep Kusmana Chylen Setiyo Rini Cindy Cahyaning Astuti Cindy Taurusta Cornelius, Cornelius Dewa, Suma Bayunda Amartya Diba, Naila Farah Dinita Rahmalia, Dinita Eka Fatra Arif Hidayatullah Eka nugraha saktifany wicaksana Eko Agus Suprayitno Erina Firdaus Dwi Rachmattillah Erlina Agustin Erma Puspita Faizah A, Nadtasya Fajar, Mochamad Fatahillah Aji Maulana Fatona Kholifatun Nisa' Febrina Shanti Nurrachma Ferry Adhi Dharma Fida Maisa Hana Fina Rahma Dewi Fitri Nur Latifah Fitria Nur Hasanah Fuad Azis Muslim Gita Wardani Gita Wardani Hamzah Setiawan Handayani, Nana Nur Dwi Handoko Irawan Handoko Irawan Hanif As Shoqri Hartatik, Nurul Hendri Hermawan Hendri Hermawan Hendri Hermawan Herlinda Maya Kumala Sari, Herlinda Maya Kumala Hidayah, Firmansyah Nur Hindarto Ika Ratna Indra Astutik Ika Ratna Indra Astutik Imam Prayogo Pujiono Irene Elvariani Dewanti Irwan A. Kautsar Irwan Alnarus Kaustar Irwan Alnarus Kaustar Irwan Alnarus Kautsar Irwan Alnarus Kautsar Irwan Alnarus Kautsar Irwan Alnaurus Kautsar Ivan Khasani Javier, Gomes Noor Julia Atmaranti Julia Atmaranti Kholifah, Rizka Nur Kusuma, Alfan Indra Lailil S, Masyitah Luqmanul Hakiym Maulana M. Arif Mansur Mahendra, Moch. Fauzi Raja MARIA BINTANG Marshanda Al Izza Putra Sudiono Masyitah Lailil Syafitri Masyitah Lailil Syafitri Metatia Intan Mauliana Metatia Intan Mauliana Moch Gesang Akbar Jani Moch Irwan Al Khafid Mochamad Alfan Rosid Mohammad Doni Ferdiansah SM Mohammad Fikri Setiawan Mohammad Ikbaar Ath Thoriq Mohammad Suryawinata Muhammad Alvin Azzamul Azmi Muhammad Alvin Azzamul Azmi Muhammad Arshiel Naufal Dzaki Muhammad Iqbal Al Mulki Muhammad Khoirur Roziqin Muhammad Najih Fairuzzamani Muhammad Rozzaq Muqorrobin, Dawam Nadtasya Faizah Aqilah Nadtasya Faizah Aqilah Nahriyan Zidan Bahar Rizqi Naila Adiba Naila Farah Diba Nihayatur Rohmah Novia Ariyanti Octavia, Elga Okyk Fauzi Yudha Permana Pratama, Kharisma Putra, Fariq Abdillah Maulana Rahmat Syahrur Ramadhan Ratih Sri Yunarti Rohman Dijaya Saesar Joko Pramono Salsabil, Muhammad Shafa Arrizqa Az Zahroh Sholihuddin, Ahmad Ahyar Steven Owen Purnawan Suhendro Busono Sukma Aji Sumadyo, Sasmito Bagus Sumarno Sumarno , Sumarno Sumarno . Sumarno Sumarno Sumarno Sumarno Suprianto Taufiki Ma'rufan Tri Linggo Wati Uce Indahyanti Veros Ariferdinand Vevy Liansari Vevy Liansari Vini Rahmawati Wardani, Gita Wuriani Wuriani Wuriani, Wuriani Yulian Findawati Yunianita Rahmawati Yunianita Rahmawati