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Journal : Technomedia Journal

Implementasi Data Mining untuk Prediksi Status Proses Persalinan pada Ibu Hamil Menggunakan Algoritma Naive Bayes Pusadan, Mohammad Yazdi; Ghifari, Ari; Anshori, Yusuf
Technomedia Journal Vol 8 No 1 Juni (2023): TMJ (Technomedia Journal)
Publisher : Pandawan Incorporation, Alphabet Incubator Universitas Raharja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/tmj.v8i1.1980

Abstract

Childbirth is the process of taking out the fetus after 20 weeks of gestation or more to be able to live outside the uterus through the birth canal or another way, with or without assistance. Maternal Mortality Rate in Indonesia is still quite high based on the White Book of National Health System Reform in March 2022, at 305 for every 100.000 births. Causes of the high Maternal Mortality Rate is the risky of childbirth process for the mother and the baby. Clinical prediction is growing by adopting computer sience and information technology in data processing, accompanied by data mining methods for processing. The problem of pregnant mother can be anticipated by using the system for predicting the status of the childbirth process with the implementation of data mining and Naïve Bayes algorithm, with the purpose for helping to reduce Maternal Mortality Rate, especially caused by risky childbirth process. This study using 600 training data, then tested using the Confusion Matrix method on 100 testing data. Obtained Precision value was 82.4%, Recall value was 94%, F-Measure value was 88.7 and Accuracy value was 92%.
Analisis Usability Sistem Informasi Pengajuan Layanan Administrasi Dan Tugas Akhir Jurusan Teknologi Informasi Metode Heuristic Evaluation : Usability Analysis of Information System for Submission of Administrative Services and Final Assignment of Information Technology Department Heuristic Evaluation Method Mutia; Syahrullah; Kasim, Anita Ahmad; Pusadan, Mohammad Yazdi
Technomedia Journal Vol 9 No 2 Oktober (2024): TMJ (Technomedia Journal)
Publisher : Pandawan Incorporation, Alphabet Incubator Universitas Raharja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/tmj.v9i2.2247

Abstract

ABSTRACT The administrative and final project service submission system is an information system that will be used at the Information Technology Department of Tadulako University in terms of carrying out the administrative process and final assignments for both lecturers, education staff, and students. SIPENDEKAR is designed for lecturers, education personnel, and students SIPENDEKAR is designed to integrate all administrative processes and final assignments. This research uses the heuristic evaluation method . The heuristic evaluation method is a method used to identify problems in the use of interface design, so that usability problems can be corrected through the redesign process. Through the application of Heuristic Evaluation, we can find obstacles and receive suggestions for improvement from experts based on usability principles that apply to websites that have 10 principles, namely Visibility of system status, Match between system and the real world, User control and freedom, Consistency and standards, Error Prevention, Recongnition rather than recall, Flexibility and efficiency of use, Aesthetic and minimalist design, Help users recognize, Dialogue, and recovers from errors, and Help and documentation. The questionnaire testing involved 37 respondents, the results of the validity and reliability test were declared valid and reliable.This research uses 6 research stages Identification of problems and literature studies, determination of evaluation methods, preparation for evaluation, and preparation for evaluation.
Pemodelan Arsitektur Enterprise Menggunakan Standar Togaf di SPBE Kabupaten Parigi Moutong: Enterprise Architecture Modeling Using Togaf Standards at SPBE Parigi Moutong Regency Pramadinda, Alda Nur; Dwiwijaya, Kadek Agus; Syahrullah, Syahrullah; Lamasitudju, Chairunnisa Ar.; Pusadan, Yazdi
Technomedia Journal Vol 10 No 1 (2025): June
Publisher : Pandawan Incorporation, Alphabet Incubator Universitas Raharja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/tmj.v10i1.2262

Abstract

The rapid advancement of technology has raised public expectations for easy access to government services and information. In response, the Parigi Moutong District Government has implemented the Electronic-Based Government System (SPBE) with an SPBE index of 2.68, indicating that the system has been well implemented. This study employs the Enterprise Architecture (EA)methodology, based on the TOGAF ADM, with a focus on the infrastructure domain to enhance efficiency, security, and integration within SPBE. The study involves the stages of preparation, data collection, analysis, design, finalization, and validation. The identified gap is that, despite the successful implementation of SPBE, the integration of modern technologies such as AI and blockchain to strengthen security and efficiency has not yet been fully optimized. The novelty of this research lies in the integration of advanced technologies in the Enterprise Architecture blueprint for SPBE, as well as the implementation of pilot testing to evaluate the alignment of the application with real-world conditions. The research aims to develop a comprehensive blueprint offering infrastructure improvement solutions for the Parigi Moutong District Government. The results show that TOGAF ADM successfully improves system integration, bureaucratic efficiency, and public service quality. The conclusion emphasizes the importance of adjusting technology to suit local conditions and needs when applying it to other regions.