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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Multi-Modal Sensor Integration in Smart Rooms to Optimize Internet of Things-Based Monitoring and Security Control of Autistic Child Detection Activities Taufiq, Arfah; Sahibu, Supriadi; Jalil, Abdul
Journal of Applied Informatics and Computing Vol. 9 No. 5 (2025): October 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i5.11013

Abstract

The advancement of Internet of Things (IoT) technology has opened new opportunities for automated monitoring systems, especially for children with Autism Spectrum Disorder (ASD). These children require intensive supervision due to communication limitations and unpredictable behavior. This study aims to design and implement a smart room system integrated with multi-modal sensors to monitor autistic children's activities in real time.Using a Research and Development (R&D) approach with the ADDIE model, the system was developed with an ESP32 microcontroller and sensors including PIR (motion), DHT22 (temperature), microphone (sound), and LDR (light). The Mamdani fuzzy logic algorithm processes sensor data to classify safety levels. Data is visualized and notified via the Blynk platform.Test results show the system effectively detects "safe," "needs attention," and "critical" conditions with high accuracy, providing timely alerts for parents. This solution enhances home-based supervision and offers a practical, IoT-based approach to child safety and care.
IoT-based Soil Nutrient Monitoring and Control Using Fuzzy Logic and Multi-Modal Sensor Integration Hakis, Andi Wahyunita; Arda, Abdul Latief; Jalil, Abdul
Journal of Applied Informatics and Computing Vol. 9 No. 5 (2025): October 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i5.10575

Abstract

The decline in soil quality due to inappropriate agricultural practices has become one of the main factors contributing to reduced agricultural productivity. The primary focus of this research is on monitoring and controlling soil nutrient quality, particularly in clay soil used for chili cultivation. This study aims to develop an Internet of Things (IoT)-based monitoring system integrated with multi-modal sensors and fuzzy logic algorithms. The system is designed to support precision agriculture by enabling automated decision-making based on real-time environmental data. The research uses an experimental approach, involving the design of a system based on the ESP32 microcontroller, sensor data processing using the Mamdani fuzzy algorithm, and integration with the Blynk platform for remote monitoring and control. The system responds to changes in environmental conditions to determine optimal timing for irrigation and liquid nutrient application adaptively. The test results show that the system achieved a classification accuracy of 84% and an average F1-score of 88.5%, indicating its effectiveness in handling continuous and uncertain sensor data. Evaluation of the fuzzy logic performance revealed a 75.8% success rate in irrigation control and 99.8% accuracy in nutrient delivery, demonstrating the system’s ability to respond accurately and efficiently to actual soil and environmental conditions. With its stable, adaptive, and resource-efficient performance, this system has the potential to become a practical solution for automating irrigation and fertilization processes in support of technology-driven and sustainable agriculture.
Implementation of Braille-Mobile Device to Help Visually and Speech-Impaired Persons Communicate Based on the Blynk IoT Kamaruddin, Kamaruddin; Suparno, I Wayan; Jalil, Abdul; Fauzy, Ahmad; Serlina, Serlina
Journal of Applied Informatics and Computing Vol. 9 No. 6 (2025): December 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i6.11072

Abstract

Visual and speech impairment is a condition in which an individual is unable to communicate with family or society due to the inability to see and speak. The objective of this study is to develop a Braille-Mobile device that assists individuals with visual and speech disabilities in communicating remotely with family members or society using Internet of Things (IoT) technology. In this study, the method used to generate messages from the Braille-Mobile device is based on the combination of six buttons pressed on the device, which are translated into letters using the Braille code concept. The messages are then transmitted via the Blynk IoT platform from the Braille-Mobile device to the mobile devices of family members or society through the Internet network. The results of this study show that the developed Braille-Mobile device can be used to send messages in the form of the words HELP, EAT, DRINK, and DRUG to family smartphones using IoT technology with a success rate of up to 76.25% and a message transmission time ranging from 4 to 8 seconds. Furthermore, the Braille-Mobile device is also capable of receiving confirmation from family smartphones in the form of voice responses.
Optimization of Rice Field Irrigation Based on Fuzzy Logic and the Internet of Things Through Water Level Analysis Nasir, Hamida; Wardi, Wardi; Jalil, Abdul
Journal of Applied Informatics and Computing Vol. 9 No. 6 (2025): December 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i6.11244

Abstract

The low efficiency of conventional irrigation systems often results in water waste and decreased rice productivity. The research was carried out by designing an automatic monitoring and control system using a water level sensor, a Raspberry Pi Pico W microcontroller, a water pump, and a Blynk application as a real-time monitoring medium. Water level data is processed by fuzzy logic method to categorize low, normal, or high conditions, so that the system can adjust the water pump adaptively according to the needs of the land. The results of the study show that the integration of IoT and fuzzy logic is able to improve water use efficiency, maintain soil moisture at optimal conditions, and support better rice growth. The system has also been proven to be accurate in the classification of water conditions with a success rate above 90%. Thus, this research contributes to the development of smart agricultural technologies that can increase productivity while supporting sustainable agricultural practices.
Co-Authors Abd. Wahed Abdul Aziz Abdul Haq Syawqi Abdul Latief Arda Achmad Fauzi Affandi, Rheinald Aflah, Kuntarno Noor Agung Prasetyo Agustia, Inayati Ahmad Muchlis Ainun Rizkyani Fadillah Aji, Angga Asteriasti Akbar Iskandar Akhmad Marhadi Alias Amandasari, Srimelni Amiruddin Amiruddin Amperajaya, Derajat Amsyah, Antomy Ananda, Pio T. Ananda, Pio Tifar ANDRI WAHYUDI, ANDRI Anggara, Rhoby Anggereani, Iga Anisa Arapa, Alman Ardiansyah, M. Virzy Arfiandi, Joni Aries Saifudin Arrofi'u, Ahlun Arum, Laras Sekar Ashmarita, - ASNIMAR ASNIMAR, ASNIMAR Aswandi, Andi Syam Athoillah, Muhammad Hikam Azis, St. Aminah Azzaini, Alvan Maulana azzarqa, azzarqa Azzayni, Alvan Maulana Bahdad, Bahdad Bainudin, Bainudin Bangun, Cicilia Buana , Gita Arum Budi, Hasiun Chandra Wisnu Nugroho Cut Linda Marheni Danial - Darwis, Mardis Defi, Sry Dewi Lestari Dewi Rembulan diana, Rahma Didik Warasto, Didik Dwiansyah, Ipung Eddy Winarno, Eddy Efendi, Bagus Eka Suaib, Eka El Amin, Faris Erens Elvianus Koodoh, Erens Elvianus Erna Erna, Erna Erniyawati Mustaqomah, Erniyawati Fahla, Adam Fatana, Ahmad Fathur Rachim, La Ode Muhamad Fauzy, Ahmad Feliks Eldad Larobu Firdaus, Muh Fitrah, Moh. Chairil Fitriyah, Siti Magfirotul Furqoni, Aminullah Gamsir, Laode Abdul Graha Nur Pradoni, Lingga Gunawan, Risal Hakis, Andi Wahyunita Hariyanto, Dwika Nano Harun, Rusni Hasanah, Siti Nihayatul Hasbi, Hudaini Hasnah Faizah AR Hasniah Hasniah Hasria Hasria, Hasria Hastjarjo, Sri Hasudungan Simanjutak, Raja Agung HASYIM, ZOHRAH Heni Pujiastuti Herman Fithra Hidayah, Irna Hidayah, Noor Riefma Hidayat, Suhidra Hidayatillah, Fajrul Ichsannudin, Ichsannudin Iftitah, Iftitah Ilmi, Ghulam Hadist Ulil Ingrid Nurtanio Irmawanti, Irmawanti Jaya, Sarlan Adi Jers, La Ode Topo Jufriza, Jufriza Jura, Suwatri JUSMAN, HERY ILHAMSYAH Kacung Hariyono Kamaruddin Kamaruddin Kasnelly, Sri Kherani, Riska Khonsa, Khonsa Kurniawan, M. Arif Kustiyono, Kustiyoni La Acok, La Acok La Ode Topo Jers Laili Nur Hidayati, Laili langaja, Amin Lathifah, Lathifah Laxmi, Laxmi Lestari, Bibit Lilik Luthfi, H. Ahmad Luthtiansyah, Luthtiansyah M. Haris Hidayatulloh M. Hazmi Mahardika, Hanief Ilma Maibara, Rais Maizuar Maizuar Majid, Baidhowi Makkajareng, Nizar Fauzan Malarangan, Hilal Mamlu'ah, Aya Mangatur Sinaga Mashur Razak Masri Masri Moharom, M. Syahfril Muhammad Firman Muhammad Yusuf Muharom, Lutfi Ali Muliati Muliati, Muliati Munawaroh, Faridatul Munawirah, Munawirah Munif, Achmad Abdul Nasir, Hamida Nasution, Angelica Vanessa Audrey Natalis, Aga Nentalea, Nentalea Nugroho, Budi Sulistiyo Nur Ali Amri, Nur Ali Nur Fatimah Nurfitriani Nurfitriani, Nurfitriani Nurhasanah, Fatim Nurhidayah Rahman Nuriatullah Nuriatullah Nurtikawati Nurtikawati, Nurtikawati Oktarina Oktarina Okto, Ali Parawita Dewanti Pramukyana, Lutfi Pratiwi, Zahru Wilda Prima, Aldi purwanti, rina Puspito, Agung Nugroho Putra, Fachrizal Cesar Putra, Muhammad Idris Putri Putri, Putri Putu Rika Permana, I Gusti Qadri, Khaerul Rachim, La Ode Muhamad Fathur Rachim, Muhamad Fathur Radhi, Fadlon - Rahmadhanisa, Novita Anggi Rahman, La Rahmat Hidayat Rahmat Sewa Suraya Rahmawati, Ulva Badi’ Rambak, Ezra Pasereng Ramli Ratnawati Ratnawati Reni Rahmadewi, Reni Ridho, Alvin Ridho, Atok Ainur Rifani, Endang Ririn Fauziyah Rizki Amalia Roesfiansjah Rasjidin Rohmawati, Ulva Badi' Rosa, Firlana Rozi Saferi, Rozi Rusanti, Ega Safitri, Lian Sahibu, Supriadi Said Jalalul Akbar, Said Jalalul Saputra, Wahyu Nurkholis Hadi Sari, Novi Yulanda Septiana, Sara Septiani, Debi Serlina, Serlina Setiyono Setiyono Sholeh Avivi Siagian, Paulus Reinhard Silma Bilqista, Nabila Simanjuntak, Raja Agung Hasudungan Siswanto Siti Amaroh Slameto Slameto Sofiannur, Sofiannur Sofyan, Syaakir Sofyan, Syathir Sri Hartatik St. Aminah Suarning Sudirman Sudirman Suparno Suparno Suparno, I Wayan Supriadi Surahman, Bambang Suroso , Bejo Suroso, Bejo Susilawati, Fera Tri Susilawati, Susilawati Suswadi Suteki, Suteki Syafaat, Muhammad Syarafuddin, Muhsan Taman Ginting, Taman TAMRIN, MUH. Tamsila, Ulfa Taufiq, Arfah Teti Desyani Theresia Marpaung, Theresia Trihadi, Wanda Tripama, Bagus Ubaidillah, Mohammad Udji, Affandi Umar Umi Supraptiningsih Umran, La Ode Muhammad Utari, Prahastiwi Wahid, Muhammdan Abdul Wahyudi, Ferdian A. Wahyudi, Ferdian Agung Wahyudi, M Iwan Wahyudi, Muhammad Iwan Wardi Wardi Wesli Wesli Widjaningsih, Dyah Wijaya, Insan Yahya, Achdiyar Roby Yogi La Ode Prianata Yuliadi Erdani, Yuliadi Yuliani, Isna Dewi Yulius Rief Alkhaly Zainal Zainal Zulkarnain Zulkarnain Zulkifli Zulkifli