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Ahmad Turmudi Zy
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INDONESIA
Pelita Teknologi : Jurnal Ilmiah Informatika, Arsitektur dan Lingkungan
Published by Universitas Pelita Bangsa
ISSN : 2301475X     EISSN : 26567059     DOI : https://doi.org/10.37366/pelitatekno
Core Subject : Science, Engineering,
Civil Engineering, Building, Construction & Architecture Computer Science & IT
The journal focused on original research, theoretical and review paper discussing a wide range of trans-disciplinary studies on technology, that include: - Environmental Sciences - Environmental Engineering - Architecture - Informatics Engineering - Informatic Technology - Applied Technology and related field - Geographic Informatic System
Arjuna Subject : Teknik (semua kategori) - Teknik (Lain-Lain)
Articles 9 Documents
 1 
Search results for , issue "Vol 16 No 2 (2021): September 2021" : 9 Documents clear
PENERAPAN DATA MINING ALGORITMA APRIORI DALAM MENGGANTI SPARE PART DIES MAINTENANCE UNTUK MENCEGAH POTENSI DIES ACCIDENT PT. NUSA TOYOTETSU CORPORATION Ucok Darmanto Soer
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (530.792 KB) | DOI: 10.37366/pelitatekno.v16i2.331

Abstract

Application of data mining Apriori Algorithm in replacing Spare Parts for Dies Maintenance to prevent potential Dies Accident of PT. Nusa Toyotetsu Corporation. At PT. Nusa Toyotetsu Corporation, in the maintenance of spare parts replacement Dies Maintenace tools still arise various problems. Spare parts should be replaced because the age of the spare parts or their eligibility does not meet production standards, but they are not replaced, because negligence of a Maintenace worker can have an impact on the Dies Accident which can be detrimental to the company. Therefore the authors conducted a data mining research Apriori Algorithm with the Association Rules method so that it can be used for data analysis and processing of Spare Parts Dies Manitenance Replacement, to Prevent the Potential Accident Dies. By determining a minimum Support of 50% and a minimum of 80% Confidence then found 6 rules of association patterns that can be used as a recommendation in replacing Dies Maintenance spare parts. If replacing a WSS 10 spare part, the possibility of CB 10-30 spare parts also needs to be replaced, supported by a Support value of 58% and a Confidence of 86%. If replacing a WSS 10 spare part, the possibility of a WSS 12 spare part also needs to be replaced, supported by a Support value of 58% and a Confidence of 86%. If replacing CB 8-20 spare parts, the possibility of MST 10-40 spare parts also needs to be replaced, supported by a support value of 67% and 88% confidence. If replacing MST spare parts 10-40, the possibility of CB 8-20 spare parts also needs to be replaced, supported by a Support value of 58% and 100% Confidence. If replacing a 16-50 CB spare part, the possibility of a CB 8-20 spare part also needs to be replaced, supported by a Support value of 50% and a 100% Confidence. If replacing a WSS 12 spare part, the possibility of a WSS 10 spare part that might also need to be replaced, is supported by a Support value of 50% and a 100% Confidence.
Prediksi Ketertarikan Siswa Dalam Ketepatan Nilai KKM Pada Mata Pelajaran TIK Tingkat Sekolah Dasar Pada Sekolah Dasar KITRI BAKTI Menggunakan Algoritma C.4.5 herman herman suherman
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (785.175 KB) | DOI: 10.37366/pelitatekno.v16i2.661

Abstract

The advancement rapid of information and communication technology (ICT) today, along with technological developments also have reached the field of education. Data Mining is currently one of the centers of attention in academics and practitioners, with the data control we can know the level of learning process or the percentage in every year before which can be used as a reference of learning process in coming year. Therefore, the authors make predictions of students interest in accuracy of primary school KKM standard with this prediction, it can be useful for schools to know the value of students KKM as well as restrictions on student benchmarks in order to exceed the predetermined value. Data mining prediction is done by searching the data in previous year with Microsoft excel, the development of data mining using algorithm C4.5 with accuracy obtained by decision tree and make application of prediction Rule of data mining by using PHP Keywords Data Mining Prediction, Algorithm C4.5, Decision Tree, PHP, Waterfall .
PREDIKSI PENGANGKATAN KARYAWAN DENGAN METODE ALGORITMA C5.0 (STUDI KASUS PT. MATARAM CAKRA BUANA AGUNG) Ismasari Nawangsih; Sifa Fauziah
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (359.544 KB) | DOI: 10.37366/pelitatekno.v16i2.672

Abstract

In the decision to appoint permanent employees that can be made at the company is determined in terms of attendance and good discipline. Determination of the appointment of permanent employees at PT. Mataram Cakra Buana Agung still looks imprecise and takes a long time. Then a study was conducted that aims to determine the prediction information on permanent employee appointments by looking at the criteria set by the company using the C5.0 classification algorithm with the decision tree method. The data used in this study are employee data owned by PT. Mataram Cakra Buana Agung as many as 403 data, the process of testing the method using Rapid Miner9.5. Based on the results of testing on research in predicting employee appointments at PT. Mataram Cakra Buana Agung, obtained the result from the C5.0 algorithm or decision tree, which is an accuracy of 90.00%. So it can be concluded that the C5.0 algorithm technique with the decision tree method is considered successful in predicting employee appointments at PT. Mataram Cakra Buana Agung. Keywords: Employee recruitment, classification, C5.0 algorithm.
Optimization of Genetic Algorithm on Naïve Bayes for Classification of Bank Credit Applications: Optimasi Genetic Algorithm pada Naïve Bayes untuk Klasifikasi Pengajuan Kredit Bank Yoga Religia; Donny Maulana; Nanang Tedi
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (157.463 KB) | DOI: 10.37366/pelitatekno.v16i2.719

Abstract

Seleksi calon nasabah yang mengajukan kredit dalam dunia perbankan merupakan hal yang sangat penting untuk diperhatikan oleh bagian marketing agar terhindar dari kredit bermasalah. Saat ini pada website www.kaggle.com telah menyediakan data South German Credit yang terdiri dari 22 atribut, 1 label dan 25976 instance yang termasuk dalam kategori data supervised learning. Berdasarkan beberapa penelitian terdahulu, algoritma Naïve Bayes dapat memberikan performa klasifikasi yang lebih baik dibandingkan algoritma klasifikasi yang lain. Beberapa penelitian juga menyebutkan bahwa penggunaan Naive Bayes dapat dioptimasi menggunakan Genetic Algorithm (GA) untuk memperoleh performa yang lebih baik. Penelitian ini bertujuan untuk membandingkan penggunaan algoritma Naive Bayes untuk klasifikasi South German Credit dengan dan tanpa optimasi GA. Proses validasi data yang digunakan pada penelitian ini adalah menggunakan split validasi membagi dataset adalah 95% data training dan 5% data testing. Hasil pengujian menunjukkan bahwa penggunaan GA pada Naive Bayes mampu meningkatkan performa klasifikasi data South German Credit dalam hal akurasi dan recall dengan nilai akurasi sebesar 85,99% Dan recall sebesar 87,91%.
PENGEMBANGAN SISTEM INFORMASI PADA KLINIK KENANGA DENGAN METODE RAD (RAPID APPLICATION DEVELOPMENT) Irfan Afriantoro; Nurhadi Surojudin
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (478.81 KB) | DOI: 10.37366/pelitatekno.v16i2.858

Abstract

Clinics are health service facilities that provide individual health services providing basic or specific medical services. Kenanga Clinic and Maternity Home have not been optimal in the use of information technology in some of their work systems, one of which is the registration section which still uses paper-based bookkeeping media. This causes several obstacles that often prevent clinic staff or clinic management from obtaining information related to registration data and medical records. Based on the problems faced, the writer concludes the formulation of the problem, namely, how to make a system to store patient data to make it better. The purpose of this research is to develop a clinical information system for patient data at the Kenanga clinic, which currently does not have an information system. The system development method used by the author is Rapid Application Development. RAD is a systems development strategy that emphasizes speed of development through extensive user involvement in construction, fast, iterative and incremental. Based on the research that has been done, the authors can conclude that the patient registration information system makes it easier to store patient data and staff can work well. In addition, this patient registration information system makes it easier to report patient data because the input data has been recorded automatically and is running well.
Perencanaan dan Perancangan Perpustakaan Harapan Indah dengan Konsep Green Architecture dengan Penekanan pada Efisiensi dan Konserasi Energi Miarsono, Harry; Putri, Isria Miharni Maherti; Shielvie, Shielvie
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/pelitatekno.v16i2.4836

Abstract

The increasing energy demand in Indonesia is not matched by a sufficient energy supply. In efforts to support the current condition of the earth, energy efficiency and conservation need to be implemented. Energy efficiency and conservation involve efforts to save energy in buildings and areas. The infrastructure built must meet energy-saving principles, such as hotels, apartments, residential areas, and libraries. Harapan Indah is a residential area located in Bekasi City, specifically in the Medan Satria District. The numerous schools and universities require spaces for students to conduct informal learning activities outside of school and campus. Considering this need, the planning and design of a public library that can accommodate activities for various age groups in the community were undertaken. Harapan Indah Library is designed using the green architecture concept, which emphasizes energy efficiency and conservation with several technologies such as the use of solar panels, roof garden utilization, garden reduction, and maximizing natural lighting and ventilation.
Perencanaan dan Perancangan Kampus UNSIKA dengan Penekanan pada Konsep Arsitektur Vernakular Aguswin, Ahmad; Manalu, Tigor David; Fathurochman, Achmad
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/pelitatekno.v16i2.4837

Abstract

in the city of Karawang. The goal and objective of the planning and design of the UNSIKA II Campus is to provide unique building characteristics from the locality of Karawang, namely Kota Lumbung Padi. The methods used to achieve the final design are field survey, data collection, data analysis, concept and final design. The basic design concept includes a discussion of site data, along with the area of ​​the building to be constructed. Circulation within the site includes circulation for pedestrians, two-wheeled vehicles, four-wheeled vehicles, bicycles and the disabled. And it has three large masses which are the rectorate building, laboratory and library. In achieving this goal, the Karawang City Logo is used. These features are taken and applied to the building mass and site plan pattern to provide a modern and traditional atmosphere. Choosing the theme of Vernacular Architecture in accordance with the surrounding community is considered suitable for campus buildings, this is because local values ​​start to disappear along with the passage of time.
Perancangan Apartemen Green City Bekasi dengan Pendekatan Konsep Green Building dan dengan Tema Green Nature di Kawasan Bekasi Town Square Aguswin, Ahmad; Permana, Galih Andika; Bagastama, Arman
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/pelitatekno.v16i2.4838

Abstract

The design of apartments must also be aware of protecting the environment. The aim of this research is to find out how necessary it is to build apartments using a green building concept approach and themed on green nature and using descriptive, documentary, comparative, and following methods. design an apartment with a green building concept so that the development of this vertical residence or apartment can solve the problem of housing needs in Bekasi City, it can accommodate many homes in a narrow area, and also by designing a green building concept the apartment also helps to protect the environment around it and can also reducing the effects of global warming, the conclusion is that the need for housing in the Kota Bekasi area is increasing, but land for housing is decreasing, therefore vertical residential development is very necessary for the Kota Bekasi area. In designing a building with a green building concept we must meet several variable requirements, namely appropriate land use, energy efficiency and conservation, water use efficiency, material resources & cycles, air quality & indoor air comfort, building environmental management.
Perancangan A'Naden Hotel Sebagai Hotel Bernuasa Taman di Cikarang Timur Avoressi, Dian Dianti; Dewi, Emmi Rostika; Wulandari, Anna; Ibrahim, Maulana Yusuf
Jurnal Pelita Teknologi Vol 16 No 2 (2021): September 2021
Publisher : Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/pelitatekno.v16i2.4839

Abstract

Cikarang is currently one of the largest industrial areas in Asia, attracting many visitors from both within the country and abroad. Therefore, commercial buildings are in high demand, considering that many of these visitors require lodging facilities. The purpose of this writing is to serve as a conceptual foundation for designing a garden-themed hotel building in East Cikarang District, making this hotel uniquely attractive with green open spaces applied in the form of gardens to help minimize pollution. To realize this design, various analyses are required. These analyses will form the theoretical basis for this design. The concept applied is analogous to the Biohazard Antivirus symbol, commonly used as a warning to indicate that preventive actions should be taken when exposed to potentially hazardous substances. Based on the analysis, it is concluded that to realize this design, it is necessary to conduct various analyses related to the design of the hotel as the main activity and the garden as a supporting activity in the design. Examining the types of vegetation to be used is also very important in order to minimize pollution caused by the surrounding environment, thereby achieving the design's objectives.

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