Article Per Year (5 Year)
p-Index From 2021 - 2026
2.359
P-Index
This Author published in this journals
All Journal Infotek : Jurnal Informatika dan Teknologi Jurnal Pendidikan, Sains, Geologi, dan Geofisika (GeoScienceEd Journal) Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Teknologi Informasi untuk Masyarakat (Jurnal Teknokrat) Pekayunan
M. Nurul Wathani
Universitas Hamzanwadi
Agriculture, Biological Sciences & Forestry Chemistry Computer Science & IT Control & Systems Engineering Education Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Physics

Published : 16 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 16 Documents
Search

 1   2 
Transformasi Desa Surabaya Utara Melalui Teknologi Informasi M Nurul Wathani; Amri, Zaenul; Suhartini; Sanusi, M Ujang; Saputra, Lalu Rendi
Jurnal Teknologi Informasi untuk Masyarakat Vol. 3 No. 2 (2025): Jurnal Teknologi Informasi untuk Masyarakat (Teknokrat)
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jt.v3i2.28737

Abstract

The low level of digital literacy and minimal use of information technology (IT) remain major obstacles to accelerating development in North Surabaya Village, East Sakra District. This condition causes village administrative services to run less efficiently, and elementary school students are unprepared for digital era challenges, such as the Computer-Based National Assessment (ANBK). This Community Service Activity (PKM) aims to provide solutions through comprehensive IT education and technical training as an initial step toward realizing a digitally literate society. The activity implementation method uses a participatory approach involving needs observation, socialization on the importance of digital transformation, and hands-on training. The target audience includes village officials, the general public, and students of SDN 1 North Surabaya. Training materials are tailored to the target needs, covering basic computer operation, office applications for administration, healthy internet use, and an introduction to digital economic potential. The results of this activity show a significant increase in participants' understanding and skills, where village officials began to operate basic applications to support administration, and students became more confident in using computers as learning media. This activity successfully served as a catalyst for changing the community's mindset from conventional to more adaptive to technology while laying the initial foundation for North Surabaya Village to become an independent digital village
Pengembangan Website Desa Berbasis OpenSID di Desa Pesanggrahan Sebagai Digitalisasi Pelayanan Publik Zaenul Amri; Muhamad Wisma Apriadi; Amir Bagja; M. Nurul Wathani; Zulkipli
Jurnal Teknologi Informasi untuk Masyarakat Vol. 4 No. 1 (2026): Jurnal Teknologi Informasi untuk Masyarakat (Teknokrat)
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jt.v4i1.35057

Abstract

The current development of information technology requires village governments to continuously adapt in providing excellent, effective, and transparent public services to achieve good governance. However, Pesanggrahan Village still faces challenges regarding the limited utilization of information technology, particularly concerning the slow management of population administration data and the restricted means of disseminating information to the wider community. Therefore, this activity aims to develop and implement an OpenSID-based village website as a tangible effort to realize the digitalization of public services at the village level. The implementation method involved systematic stages, including observation and analysis of village needs, installation and configuration of the OpenSID system, input of basic village data, along with technical training and mentoring for village apparatuses to ensure independent system management. The results indicate that the village website has been successfully developed. It currently functions optimally as an official information medium, an integrated administrative data management center, and a digital service support tool that simplifies the duties of village officials while improving information accessibility for residents. In conclusion, implementing the OpenSID-based website provides a practical and sustainable solution to accelerate public service digitalization in Pesanggrahan Village, effectively addressing the challenges of limited resources and local technological infrastructure, thereby fostering village independence in the current digital era
Penguatan Program Kampung Iklim Melalui Edukasi Digital, Pengelolaan Sampah Organik, Dan Ketahanan Pangan Berkelanjutan Di Desa Timbanuh Imam Fathurrahman; Muhammad Djamaluddin; M. Nurul Wathani; Ida Wahidah
Jurnal Teknologi Informasi untuk Masyarakat Vol. 4 No. 1 (2026): Jurnal Teknologi Informasi untuk Masyarakat (Teknokrat)
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jt.v4i1.35353

Abstract

Timbanuh Village has considerable potential to support the implementation of the Climate Village Program (ProKlim). However, the community still faces several challenges, including suboptimal household organic waste management, limited utilization of organic waste, and high dependence on chemical pesticides that may negatively affect environmental quality. This community service program aimed to improve community knowledge, skills, and participation in environmental management and food security through digital education and environmentally friendly practices. The program was implemented using a participatory approach involving socialization, mentoring, hands-on activities, and the development of digital educational media that can be accessed sustainably by the community. The activities included socialization on organic waste management, assistance in eco-enzyme production, development of digital educational media, tree planting, and training on the preparation of botanical pesticides. The results demonstrated improvements in community knowledge and skills in managing organic waste, utilizing eco-enzymes, applying botanical pesticides, and increasing access to environmental information through digital media. This program contributed to enhancing community capacity to implement sustainable environmental management practices and supported community-based climate change mitigation and adaptation efforts in Timbanuh Village
Pengembangan Web Dashboard Monitoring Kadar Nitrogen, Fosfat, Kalium (NPK), PH Tanah Berbasis Artificial Intelegence (AI) dan Internet Of Things (IoT) Indra Gunawan; M Nurul Wathani; Zulkipli; Sappatin
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.v9i2.34982

Abstract

Indonesia is an agrarian country where the agricultural sector plays an important role in supporting the national economy. However, agricultural land management is still largely carried out using conventional methods, resulting in suboptimal monitoring of soil nutrient conditions. Nitrogen (N), Phosphorus (P), Potassium (K), and soil acidity (pH) are critical parameters influencing soil fertility and crop productivity. This study aims to develop a soil monitoring system for NPK and pH levels based on Artificial Intelligence (AI) and the Internet of Things (IoT) using an NPK Modbus sensor, an analog soil pH sensor, and an ESP32 microcontroller. Sensor data are transmitted in real-time to a Firebase database via a Wi-Fi network and displayed on a web dashboard through numerical visualizations, graphs, and ChatGPT-based AI analytic interpretations. The experimental results show that the system successfully acquires and transmits soil condition data consistently. Accuracy testing demonstrated that the system is highly precise, with the pH sensor readings showing an average difference (error rate) of only 0.2% when compared to a standard pH tester. The NPK sensor also exhibited excellent reactivity to changes in soil macronutrients. Furthermore, the integrated AI system successfully provided stable fertility evaluations and fertilization recommendations across multiple repeated tests. This system is expected to facilitate remote field monitoring for farmers and support precise, efficient fertilization decision-making.
Pengembangan Aplikasi Web Pembelajaran Matematika Terintegrasi Fitur Evaluasi Otomatis Zaenul Amri; Harianto; Handayani; M. Nurul Wathani
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.v9i2.35281

Abstract

The current development of information technology provides a significant opportunity for digital transformation in the education sector, particularly to address difficulties in understanding concepts in Mathematics at the elementary school level. Based on observations at SDN Loang Tuna, the material delivery process is still dominated by conventional teaching methods utilizing textbooks and whiteboards. The limitations of these teaching aids result in low levels of interactivity and independent learning interest among students. The purpose of this study is to design and develop an information system in the form of a web-based Mathematics e-learning application that comprehensively integrates interactive material modules with an automatic evaluation feature. The software development methodology used in this study adopts the ADDIE (Analysis, Design, Development, Implementation, and Evaluation) model. The stages of this methodology include the identification of system requirements, the design of interface and database architectures, programming with multi-user access rights management, and software functionality testing using the Black-Box Testing method. The results of the study indicate that the application was successfully built according to the specifications. Based on the Black-Box Testing, the system demonstrates a functionality success rate of 88%, which is categorized as highly feasible. The automatic evaluation feature is proven to have high accuracy in processing real-time grade calculations, which significantly reduces the administrative workload of teachers and provides instant feedback for students. Therefore, the interactive interface of this application is effective in increasing user engagement, making it an innovative and measurable technological solution to advance the quality of Mathematics learning.
Pengembangan Model Deep Learning Long Short-Term Memory untuk Generasi Musik Berbasis Data MIDI Muhammad Djamaluddin; Imam Fathurrahman; M. Nurul Wathani
Infotek: Jurnal Informatika dan Teknologi Vol. 9 No. 1 (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.v9i1.33165

Abstract

This study develops an automatic music generation model based on Long Short-Term Memory (LSTM) by utilizing MIDI data as a symbolic representation of classical piano music sequences. The approach is computational and experimental, with a workflow that includes extracting and converting MIDI files using music21, constructing note and chord tokens, forming input–output sequences, designing a three-layer LSTM architecture, and generating music in an autoregressive manner. The model is trained for 100 epochs with a batch size of 64 and evaluated using loss, accuracy, top-3 accuracy, and perplexity metrics to assess its predictive capability on unseen data. The experimental results show a consistent decrease in validation loss, with a final value of approximately 2.93 and a validation accuracy of 0.33, while the top-3 accuracy reaches 0.53, indicating that more than half of the correct predictions fall within the top three candidates. A perplexity value around 18 suggests that the model has a reasonably adequate sequence prediction ability for symbolic music data. Qualitatively, the model is able to generate simple melodies whose patterns remain coherent with the note distribution in the dataset, although some parts of the compositions still exhibit repetition and limited variation. An important contribution of this study is the provision of a systematic methodological documentation of the LSTM-based music generation pipeline, which can serve as a practical reference for future development and research in deep learning–based music generation.
Co-Authors Amir Bagja Bahtiar, Hariman Fathurrahman, Imam Handayani Harianto Harianto Hendrik Hendrik Ida Wahidah Indra Gunawan Kusnawi Kusnawi Kusrini Muahamd Rodi Muhamad Rodi Muhamad Wisma Apriadi Muhammad Djamaluddin Muhammad Rodi Sanusi, M Ujang Sappatin Saputra, Lalu Rendi Suhartini Zaenul Amri Zulkipli Zulkipli