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Muhammad Abdul Muin
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INDONESIA
Transformasi
Published by STMIK Bina Patria
ISSN : 19785569     EISSN : 28278550     DOI : -
Core Subject : Science, Education, Engineering,
Computer Science & IT Education Electrical & Electronics Engineering Languange, Linguistic, Communication & Media Mathematics
Jurnal transformasi sebagai wadah untuk mengembangkan Dan mensosialosasikan IPTEk berbasis penelitian dan kajian ilmiah (artikel review) dalam lingkup Informatika, elektronika, manajemen, pendidikan & pembelajaran.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 12 Documents
 1   2 
Search results for , issue "Vol 20, No 2 (2024): TRANSFORMASI" : 12 Documents clear
SISTEM INFORMASI GEOGRAFIS LETUSAN GUNUNG BERAPI KABUPATEN MAGELANG BERBASIS WEB Mahasinul Akhlak, Muhammad Lutfi; Al Amin, Imam Husni; Gustiyargani, Alfian; Cahyo, Soliqin Nur; A.P, Arga Alundra
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.410

Abstract

Indonesia is a country located in the Pacific Ring of Fire, which makes it prone to volcanic activity. One of the most famous active volcanoes is Mount Merapi, part of which is located in Magelang Regency. To reduce the impact of volcanic disasters, a systematic and data-based approach is needed. One of the most effective tools in disaster mitigation planning is the Geographic Information System (GIS). The purpose of this study is to build an interactive Web-based Geographic Information System for volcanic eruptions in Magelang Regency and to analyze the Risk, Hazard, Capacity, Vulnerability of Volcanic eruptions in each District in Magelang Regency. The research method used is an experimental method with a quantitative approach. Based on the calculation of User Acceptance Testing (UAT), users produced a value of 95.42% of the total 100%, which means that the system built has met the user-friendly criteria. The results of this study can be used for a WebGIS-based digital mapping prototype that can be used as a visualization tool for disaster zoning for volcanic eruption risk analysis in Magelang Regency.
SISTEM INFORMASI KELUHAN PELANGGAN BERBASIS MOBILE PADA PDAM KOTA MAGELANG Al Munawar, Habib Riziq; Santoso, Kartika Imam; Febriani, Yeza
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.409

Abstract

The aim of this research is to be able to design and build a Mobile-Based Customer Complaint Information System at PDAM Magelang City, and to find out the impact of implementing a customer complaint information system at PDAM Magelang City. The research methodology used is a software engineering approach. Meanwhile, the system development method uses Waterfall. The stages are Requirements Definition, System and Software Design, Implementation and Unit Testing, Implementation and Unit Testing, Operation and Maintenance. The system design used in this research is modeling using Data Flow Diagrams (DFD). The result of this research is a mobile-based customer complaint information system at PDAM Magelang City. And the impact of implementing this customer complaints system is that PDAM Kota Magelang can receive customer complaints in real time with a score of 84.4%, customers can submit complaints anytime and anywhere via cellphone or Android-based gadget.Keywords: Customer Complaint Information System,  Magelang City, PDAM, Mobile, Waterfall.
SISTEM PEMINJAMAN RUANGAN LABORATORIUM KOMPUTER PADA SMK NEGERI 2 KOTA MAGELANG BERBASIS WEBSITE Yusnanto, Tri; Handayani, Riska Dwi; Thoriq, Muhammad Iyas
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.406

Abstract

Penelitian ini bertujuan untuk mengembangkan sistem peminjaman ruanganlaboratorium komputer berbasis website di SMK Negeri 2 Kota Magelangmenggunakan metode waterfall. Sistem ini dirancang untuk mempermudah siswa danguru dalam meminjam ruangan serta meningkatkan efisiensi pengelolaanlaboratorium. Metode waterfall dipilih karena strukturnya yang jelas dan mudahdiimplementasikan. Sistem ini dibangun dengan PHP dan MySQL, serta memilikifitur utama seperti administrasi, peminjaman, dan pelaporan. Pengujian dilakukandengan metode black box testing untuk memastikan sistem berfungsi sesuaispesifikasi. Hasil penelitian menunjukkan bahwa sistem ini berhasil dibuat danditerima dengan baik oleh pengguna, dengan nilai 80% berdasarkan skala Likert, yangmenunjukkan bahwa pengguna setuju sistem ini berdampak positif.
PERANCANGAN USER INTERFACE APLIKASI MOBILE START-UP KOS.KU MENGGUNAKAN METODE USER CENTERED DESIGN Mahasinul Akhlak, Muhammad Lutfi; Azizah, Isnaini Nurul; Nastiti, Putri -; Wulan, Retno -
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.408

Abstract

So far, students have looked for information about boarding houses in conventional ways, including by visiting boarding houses directly to carry out surveys about the conditions, prices and facilities of boarding houses. The digital start-up Kos.ku is designed to find solutions and bridge these difficulties by connecting boarding house seekers and boarding house partners who are able to provide the housing that students (boarding house seekers) want. In this research, the method used is user centered design, analysis using SWOT and feasibility study analysis using TELOS. The testing process was carried out through prototype tools in the Figma software, everything ran according to user flow with test results of 87% (see table 3). This proves that the digital start-up designed has answered user needs.
RANCANG BANGUN PELAYANAN TERPADU SATU PINTU (PTSP) PADA MAN 1 MAGELANG achiriyana, ita; Febriani, Yeza; Handayani, Riska Dwi; Kanafi, Kanafi
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.407

Abstract

The era of globalization brings significant changes in various aspects of life, including in the world of education. MAN 1 Magelang is one of the educational institutions that strives to utilize technology to improve services provided through the website One-Stop Integrated Service (PTSP). With the existence of the PTSP website, it is expected to facilitate the management of services for schools, and also provide convenience to the community who need services from MAN 1 Magelang because they do not have to come to the school when submitting a service request. The purpose of this study is to design and build a website-based information system that suits the needs of MAN 1 Magelang, with a focus on efficiency and reliability to support PTSP, and to see its impact on service quality. This research is a software development research with the agile method which is an advanced approach to SDLC (System Development Life Cycle). The research procedures carried out consist of planning, design, development, testing, implementation, review, and launch. User evaluation testing or user acceptance testing (UAT) produced a value of 90%. This shows that Admin and Guest users stated that they "strongly agree" with the existence of the system. In addition, the results of the blackbox testing test showed that all existing features can be accessed properly. This means that the system can run well without any bugs or errorsKeywords PTSP, Agile, SDLC, Madrasah, Web.
KEPUTUSAN MANUSIA VS KEPUTUSAN MESIN: STUDI KOMPARATIF TERHADAP AKURASI DAN KONSISTENSI DALAM PENGAMBILAN KEPUTUSAN Nurfalah, Rifki; Susilawati, Helfy; Khoerunnisa, Ica
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.414

Abstract

This study aims to analyze and compare the accuracy, consistency, and decision-making efficiency between humans and machine learning (ML) algorithms in tabular data classification tasks. The dataset comprises 50 classification cases containing both numerical and categorical features with binary decision labels. Two groups were compared: 10 human participants, and six ML algorithms—Logistic Regression, Support Vector Machine, Random Forest, Decision Tree, k-Nearest Neighbors, and Naive Bayes. ML models were trained on 80% of the data and tested on the remaining 20%, while human participants manually classified all 50 test cases. The results showed that the average human accuracy was 76.2%, while ML algorithms achieved between 78.9% and 91.8%, with Random Forest yielding the highest performance. Human decision-making took an average of 18 seconds per case, significantly slower than the algorithmic predictions completed within milliseconds. Additionally, high variability in human responses indicated lower consistency compared to deterministic outputs from ML models. These findings support the integration of ML algorithms as a decision support or replacement tool in data-driven domains, with the potential to reduce human error in high-stakes environments. Nevertheless, human involvement remains essential in contexts requiring ethical consideration and interpretability.
SISTEM INFORMASI GEOGRAFIS LETUSAN GUNUNG BERAPI KABUPATEN MAGELANG BERBASIS WEB Mahasinul Akhlak, Muhammad Lutfi; Al Amin, Imam Husni; Gustiyargani, Alfian; Cahyo, Soliqin Nur; A.P, Arga Alundra
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.410

Abstract

Indonesia is a country located in the Pacific Ring of Fire, which makes it prone to volcanic activity. One of the most famous active volcanoes is Mount Merapi, part of which is located in Magelang Regency. To reduce the impact of volcanic disasters, a systematic and data-based approach is needed. One of the most effective tools in disaster mitigation planning is the Geographic Information System (GIS). The purpose of this study is to build an interactive Web-based Geographic Information System for volcanic eruptions in Magelang Regency and to analyze the Risk, Hazard, Capacity, Vulnerability of Volcanic eruptions in each District in Magelang Regency. The research method used is an experimental method with a quantitative approach. Based on the calculation of User Acceptance Testing (UAT), users produced a value of 95.42% of the total 100%, which means that the system built has met the user-friendly criteria. The results of this study can be used for a WebGIS-based digital mapping prototype that can be used as a visualization tool for disaster zoning for volcanic eruption risk analysis in Magelang Regency.
RANCANG BANGUN PELAYANAN TERPADU SATU PINTU (PTSP) PADA MAN 1 MAGELANG achiriyana, ita; Febriani, Yeza; Handayani, Riska Dwi; Kanafi, Kanafi
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.407

Abstract

The era of globalization brings significant changes in various aspects of life, including in the world of education. MAN 1 Magelang is one of the educational institutions that strives to utilize technology to improve services provided through the website One-Stop Integrated Service (PTSP). With the existence of the PTSP website, it is expected to facilitate the management of services for schools, and also provide convenience to the community who need services from MAN 1 Magelang because they do not have to come to the school when submitting a service request. The purpose of this study is to design and build a website-based information system that suits the needs of MAN 1 Magelang, with a focus on efficiency and reliability to support PTSP, and to see its impact on service quality. This research is a software development research with the agile method which is an advanced approach to SDLC (System Development Life Cycle). The research procedures carried out consist of planning, design, development, testing, implementation, review, and launch. User evaluation testing or user acceptance testing (UAT) produced a value of 90%. This shows that Admin and Guest users stated that they "strongly agree" with the existence of the system. In addition, the results of the blackbox testing test showed that all existing features can be accessed properly. This means that the system can run well without any bugs or errorsKeywords PTSP, Agile, SDLC, Madrasah, Web.
KEPUTUSAN MANUSIA VS KEPUTUSAN MESIN: STUDI KOMPARATIF TERHADAP AKURASI DAN KONSISTENSI DALAM PENGAMBILAN KEPUTUSAN Nurfalah, Rifki; Susilawati, Helfy; Khoerunnisa, Ica
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.414

Abstract

This study aims to analyze and compare the accuracy, consistency, and decision-making efficiency between humans and machine learning (ML) algorithms in tabular data classification tasks. The dataset comprises 50 classification cases containing both numerical and categorical features with binary decision labels. Two groups were compared: 10 human participants, and six ML algorithms—Logistic Regression, Support Vector Machine, Random Forest, Decision Tree, k-Nearest Neighbors, and Naive Bayes. ML models were trained on 80% of the data and tested on the remaining 20%, while human participants manually classified all 50 test cases. The results showed that the average human accuracy was 76.2%, while ML algorithms achieved between 78.9% and 91.8%, with Random Forest yielding the highest performance. Human decision-making took an average of 18 seconds per case, significantly slower than the algorithmic predictions completed within milliseconds. Additionally, high variability in human responses indicated lower consistency compared to deterministic outputs from ML models. These findings support the integration of ML algorithms as a decision support or replacement tool in data-driven domains, with the potential to reduce human error in high-stakes environments. Nevertheless, human involvement remains essential in contexts requiring ethical consideration and interpretability.
PERANCANGAN USER INTERFACE APLIKASI MOBILE START-UP KOS.KU MENGGUNAKAN METODE USER CENTERED DESIGN Mahasinul Akhlak, Muhammad Lutfi; Azizah, Isnaini Nurul; Nastiti, Putri -; Wulan, Retno -
TRANSFORMASI Vol 20, No 2 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v20i2.408

Abstract

So far, students have looked for information about boarding houses in conventional ways, including by visiting boarding houses directly to carry out surveys about the conditions, prices and facilities of boarding houses. The digital start-up Kos.ku is designed to find solutions and bridge these difficulties by connecting boarding house seekers and boarding house partners who are able to provide the housing that students (boarding house seekers) want. In this research, the method used is user centered design, analysis using SWOT and feasibility study analysis using TELOS. The testing process was carried out through prototype tools in the Figma software, everything ran according to user flow with test results of 87% (see table 3). This proves that the digital start-up designed has answered user needs.

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