Garuda - Garba Rujukan Digital

PENERAPAN RAPID APLICATION DEVELOPMENT (RAD) DALAM PEMBUATAN SISTEM INFORMASI MARKETPLACE PENYEWAAN MOTOR DAN MOBIL saifudin; Atika Indah Rahadyanti Prasetya
Informatics and Computer Engineering Journal Vol 1 No 1 (2021): Periode Februari 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Along with the development of information technology and innovation, systems thinkers have delivered business organizations to work more effectively and efficiently than ever before. The android and computer systems are tools that were created to facilitate human work, while achieving progress both in making hardware and software. The business of renting motorbikes and cars is in need of information systems that support and provide satisfying services for customers. At present the rental service is only in the form of small entrepreneurs engaged in motorbike and car transportation rental services. The system used to find out all information available to rental entrepreneurs must conduct research that is by using software development methods and data collection techniques. This information system is the best solution to solve the problems that exist in this business, and with a computerized system can be achieved an effective and efficient activity in supporting activities in this marketplace system. A computerized system is better than a manual system to run more effectively and efficiently and the rental system is now more conducive than the previous system.

Penerapan Model Waterfall Dan Blackbox Testing Dalam Pembuatan Sistem Informasi E-Aset Desa Berbasis Web saifudin
Informatics and Computer Engineering Journal Vol 1 No 2 (2021): Periode Agustus 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Abstract - At this time the management of assets owned by the village still uses a manual system with the method of writing in the notebook and want to be recaped to make a report. Technological advances demand to grow out of manual ordinances leading to the digital age. Utilization of technology has been tested to support the performance of information processing that takes a long time so lightning let alone better with electronic media. The use of electronic media makes it easy to access anything easily and lightning and carry out inputs let alone edit information directly. Pc for example, a very helpful media once in the process of managing information so data. This research aims to design and build a data system for village asset management. The state of the village office which is categorized as small makes management complicated with various assets. With frequent repetition of information because the village features do not remember while carrying out recording or checking information that is still written manually. Running out of objects and errors while recording asset returns makes the problem more complicated. The use of waterfall procedures can make it easier to create an e-asset data system because the stages of development have been clearly established and in the final stage of testing with blackbox testing to see there are errors that exist in the system.

Sistem Informasi Aplikasi Akademik (Si-Apik) Berbasis Android saifudin; Paiman Paiman
Informatics and Computer Engineering Journal Vol 2 No 2 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i2.1237

Al-Qur'an Education Park (TPQ) is an institution or community group that organizes non-formal education in the type of Islamic religion that aims to provide reading of the Qur'an from an early age, and discusses the basics of the Islamic tradition in ancient times. kindergarten, elementary school and / or madrasah ibtidaiyah (SD / MI) or even higher. In the era of globalization it is hoped that scientific development can be followed. At the TPQ Al-Falah Foundation, Bobosan Purwokerto specifically on the TPQ unit, the process of increasing volumes, and the development of students during learning, is still done manually, making academic systems to improve volumes used, repairing compilation improvements, and asking students to be tested to testers because they have to save data of students requested and must meet with examiners directly. By using android technology as a component to create SI ~ APIK Application, it is expected to be able to provide clerics / clerics in the academic process of increasing volumes so that they no longer use paper as a storage and delivery medium. The results of this study are the clerics / clerics can easily carry out the process of increasing volumes. It is expected that future application research can be developed with a broader academic scope.

Penerapan Linear Sampling Dalam Komparasi Decision Tree Dan Deep Learning Pada Pelajar Pecandu Narkoba saifudin; Sunanto Sunanto
Informatics and Computer Engineering Journal Vol 4 No 2 (2024): Periode Agustus 2024
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v4i2.4671

Drug addicts based on a report from the National Narcotics Agency (BNN) in Indonesia are more than 7 million people in the age range of 15-64 years. The number of students who become drug addicts is increasing every year, this phenomenon is very worrying because students are the next generation of the nation who are expected to become leaders in the future. In school areas, the pressure to excel and be accepted by peer groups often urges students to seek escape through the use of prohibited substances. Not only that, the lack of parental supervision and low understanding of the dangers of drugs also contribute to the increase in this addiction problem. This study compares the decision tree and deep learning methods to find the highest accuracy value between the two methods, while sampling is done using linear sampling. The highest accuracy value is in the decision tree method with an accuracy value of 69.50%, 100% precision and 0% recall.

Penerapan Algoritma Decision Tree Dengan Optimasi Parameter Dalam Memprediksi Reaksi Autoimun Akibat Obat saifudin; Fadlilah, Nuzul Imam; Nouvel, Ahmad; Sunanto, Sunanto
Informatics and Computer Engineering Journal Vol 5 No 2 (2025): Periode Agustus 2025
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v5i2.9157

In the latest developments in medical technology, machine learning, especially the application of the Decision Tree algorithm, is becoming an increasingly popular approach for large-scale health data analysis. Decision Tree is known for its ability to identify hidden patterns in clinical data with interpretation that is easy for medical professionals to understand. Through the process of parameter optimization, the accuracy of the model can be significantly improved, allowing for more precise predictions of possible autoimmune reactions due to the use of certain drugs. The use of Decision Tree-based predictive models with optimized parameters not only strengthens clinical decision-making, but also paves the way for more personalized and precise treatment practices. Parameter optimization is used for the execution of all parameter variations that are set through its subprocesses. The final result recorded an optimal predictive performance of 77.50% with 98.28% more precision for the "true=0" class compared to the "true=1" class.

PENERAPAN RAPID APLICATION DEVELOPMENT (RAD) DALAM PEMBUATAN SISTEM INFORMASI MARKETPLACE PENYEWAAN MOTOR DAN MOBIL saifudin; saifudin, saifudin; Prasetya, Atika Indah Rahadyanti
Informatics and Computer Engineering Journal Vol 1 No 1 (2021): Periode Februari 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v1i1.270

Along with the development of information technology and innovation, systems thinkers have delivered business organizations to work more effectively and efficiently than ever before. The android and computer systems are tools that were created to facilitate human work, while achieving progress both in making hardware and software. The business of renting motorbikes and cars is in need of information systems that support and provide satisfying services for customers. At present the rental service is only in the form of small entrepreneurs engaged in motorbike and car transportation rental services. The system used to find out all information available to rental entrepreneurs must conduct research that is by using software development methods and data collection techniques. This information system is the best solution to solve the problems that exist in this business, and with a computerized system can be achieved an effective and efficient activity in supporting activities in this marketplace system. A computerized system is better than a manual system to run more effectively and efficiently and the rental system is now more conducive than the previous system.

Penerapan Model Waterfall Dan Blackbox Testing Dalam Pembuatan Sistem Informasi E-Aset Desa Berbasis Web saifudin; saifudin, saifudin
Informatics and Computer Engineering Journal Vol 1 No 2 (2021): Periode Agustus 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v1i2.445

Abstract - At this time the management of assets owned by the village still uses a manual system with the method of writing in the notebook and want to be recaped to make a report. Technological advances demand to grow out of manual ordinances leading to the digital age. Utilization of technology has been tested to support the performance of information processing that takes a long time so lightning let alone better with electronic media. The use of electronic media makes it easy to access anything easily and lightning and carry out inputs let alone edit information directly. Pc for example, a very helpful media once in the process of managing information so data. This research aims to design and build a data system for village asset management. The state of the village office which is categorized as small makes management complicated with various assets. With frequent repetition of information because the village features do not remember while carrying out recording or checking information that is still written manually. Running out of objects and errors while recording asset returns makes the problem more complicated. The use of waterfall procedures can make it easier to create an e-asset data system because the stages of development have been clearly established and in the final stage of testing with blackbox testing to see there are errors that exist in the system.

Sistem Informasi Aplikasi Akademik (Si-Apik) Berbasis Android saifudin; saifudin, saifudin; Paiman, Paiman
Informatics and Computer Engineering Journal Vol 2 No 2 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i2.1237

Al-Qur'an Education Park (TPQ) is an institution or community group that organizes non-formal education in the type of Islamic religion that aims to provide reading of the Qur'an from an early age, and discusses the basics of the Islamic tradition in ancient times. kindergarten, elementary school and / or madrasah ibtidaiyah (SD / MI) or even higher. In the era of globalization it is hoped that scientific development can be followed. At the TPQ Al-Falah Foundation, Bobosan Purwokerto specifically on the TPQ unit, the process of increasing volumes, and the development of students during learning, is still done manually, making academic systems to improve volumes used, repairing compilation improvements, and asking students to be tested to testers because they have to save data of students requested and must meet with examiners directly. By using android technology as a component to create SI ~ APIK Application, it is expected to be able to provide clerics / clerics in the academic process of increasing volumes so that they no longer use paper as a storage and delivery medium. The results of this study are the clerics / clerics can easily carry out the process of increasing volumes. It is expected that future application research can be developed with a broader academic scope.

Penerapan Linear Sampling Dalam Komparasi Decision Tree Dan Deep Learning Pada Pelajar Pecandu Narkoba saifudin; Sunanto, Sunanto
Informatics and Computer Engineering Journal Vol 4 No 2 (2024): Periode Agustus 2024
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v4i2.4671

Drug addicts based on a report from the National Narcotics Agency (BNN) in Indonesia are more than 7 million people in the age range of 15-64 years. The number of students who become drug addicts is increasing every year, this phenomenon is very worrying because students are the next generation of the nation who are expected to become leaders in the future. In school areas, the pressure to excel and be accepted by peer groups often urges students to seek escape through the use of prohibited substances. Not only that, the lack of parental supervision and low understanding of the dangers of drugs also contribute to the increase in this addiction problem. This study compares the decision tree and deep learning methods to find the highest accuracy value between the two methods, while sampling is done using linear sampling. The highest accuracy value is in the decision tree method with an accuracy value of 69.50%, 100% precision and 0% recall.

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