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Komparasi Algoritma Naive Bayes Dengan Algoritma Genetika Pada Analisis Sentimen Pengguna Busway Riska Aryanti; Atang Saepudin; Eka Fitriani; Rifky Permana; Dede Firmansyah Saefudin
JURNAL TEKNIK KOMPUTER Vol 5, No 2 (2019): JTK - Periode Agustus 2019
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (204.905 KB) | DOI: 10.31294/jtk.v5i2.5406

Abstract

Congestion major cities in Indonesi caused by the proliferation of the use of private vehicles. Some expressing he thinks about busway user through the social media and other web site, This opinion can be used as a sentiment analysis to see if the user busway proposes a review of positive or negative. The results of the analysis sentiment can help in the sight of and evaluate the use of busway, also expected to improve and transjakarta facility from so they tend to have an opinion positive. Based on the results of the analysis, sentiment it is hoped people will switch to using the will of course will reduce congestion. In the study also added the stages preprocesing by using the framework gataframework to complete the process that cannot be done on tools rapidminer. The methodology that was used in this research was it is anticipated that analysis the sentiment of the by the application of an genetic algorithm for an election features with an algorithm naive bayes. From the results of the testing to the case in research it is found that classification algorithm naive bayes based genetic algorithm having the kind of accuracy that good enough 88,55 % and value of auc reached 0,813 % with the level of the diagnosis classifications good. So that in this research classification algorithm naive bayes based genetic algorithm can be recommended as algorithms classifications good enough to analyze the busway user sentimen. Based on analysis is expected to private transport users will switch to using the busway will reduce congestion
Analisa Dan Perancangan Aplikasi Persediaan Obat Studi Kasus: Klinik Umum Dede Firmansyah Saefudin
Paradigma Vol 20, No 1 (2018): Periode Maret 2018
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (980.897 KB) | DOI: 10.31294/p.v20i1.3161

Abstract

Abstract— The inventory system in every government or private agency, especially in the health sector is very vital, managing a stock of goods carefully and scheduled to give an impact on the performance effectiveness of each company and to improve for the better  service consumers. To see the extent of the clinical supply system at the clinic and its level of performance, and whether the drug storage system used so far is effective and efficient for optimal benefits. From the research conducted, the authors found a weakness in the system used so far is considered less effective and efficient because it takes a long time to get information on drug supply data (manual system), either expired or reduced. the design of a drug supply information system is expected to assist the user in this part of the inventory to find out the stock data information or expiration on the drug supply effectively and detail up to the inventory reports and drug information per category. Keywords: design, information system, drug supply, clinic.
Rancang Bangun Aplikasi Pengendalian Produk Tidak Sesuai Pada PT. Nissan Motor Indonesia Dede Firmansyah Saefudin; Yuli Komalasari; Irfan Ridwan; Eka Fitriyani; Riska Aryanti
Jurnal RESPONSIF: Riset Sains & Informatika Vol 2 No 1 (2020): Jurnal Responsif : Riset Sains dan Informatika
Publisher : LPPM Universitas BSI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51977/jti.v2i1.147

Abstract

PT. Nissan Motor Indonesia merupakan salah satu perusahaan yang bergerak dibidang perakitan otomotif kendaraan roda empat. Untuk menghasilkan kuantitas dan kualitas suatu produk terkadang muncul beberapa masalah, salah satunya adalah temuan produk yang tidak sesuai yaitu suatu kondisi yang tidak memenuhi standar atau spesifikasi yang telah ditentukan baik secara bahan baku produk atau produk yang sudah jadi kendaraan. Saat ini sistem informasi pengendalian produk tidak sesuai pada PT. Nissan Motor Indonesia secara pelaporan harian masih dikelola secara sederhana dan berdampak terhadap kecepatan dan kualitas informasi yang disampaikan, sedangkan dalam prosesnya beberapa pihak terkait membutuhkan informasi yang cepat dan akurat. Metode yang digunakan dalam penelitian ini menggunakan metode waterfall yang terdiri dari analisis, desain, pengodean, pengujian, dan tahap pendukung, serta pengumpulan data menggunakan teknik observasi, wawancara dan studi pustaka. Hasil dari analisa menyatakan sistem yang diterapkan masih membutuhkan perbaikan untuk meminimalisir tingkat kesalahan pelaporan dan kecepatan informasi yang disampaikan. Dengan adanya sistem komputerisasi berbasis web Client Serer dan didukung penyimpanan database, sistem pengendalian produk tidak sesuai dapat membantu mempercepat proses kerja dan meningkatkan keakuratan dalam pengolahan data dan pengendalian produksi sehingga dapat digunakan sebagai sarana menentukan keputusan bagi perusahaan. Kata kunci: Implementasi,Waterfall Model,PengendalianProduk,Aplikasi,Berbasis Website
Pelatihan Pencatatan dan Pelaporan Keuangan dengan Zahir Accounting Di Yayasan Raudhah Syarifah Kabupaten Purwakarta Lukmanul Hakim; Dede Firmansyah Saefudin; Suhardi Suhardi; Ratnawati Ratnawati; Widi Witriani; Dita Meiliani
Jurnal Abdimas Ekonomi dan Bisnis Vol. 1 No. 2 (2021): Volume 1 No 2 November 2021: Jurnal Abdimas Ekonomi dan Bisnis
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (986.998 KB) | DOI: 10.31294/abdiekbis.v1i2.735

Abstract

The purpose of this community service activity (PkM) is to implement the management of financial reports with the desktop version of the Zahir Accounting application in educational institutions. Training is used as a method in PkM activities both offline and online with the Zoom Clouds Meeting application. The activity was held on Sunday 3 October 2021 at the Foundation Hall located in Purwakarta Regency. The conclusions from the results of the PkM implementation are: First, the financial recording and reporting training activities with Zahir Accounting as community service at the Raudhah Syarifah Foundation, Purwakarta Regency were successfully held. Second, Zahir Accounting Software can be implemented in educational institutions that are categorized as service companies. Third, the use of Zahir Accounting can improve the quality of financial recording and reporting. Fourth, there was an increase in the knowledge of participants by 81.8 percent and an increase in the skills of participants by 54.55 percent. Fifth, the level of participants' satisfaction with the implementation of PKM is in the high category. Recommendations for further activities are to increase the training time to two working days, increase case examples, and provide assistance when partner institutions implement the Zahir Accounting application.
Penerapan Algoritma Convolutional Neural Network Dan Arsitektur MobileNet Pada Aplikasi Deteksi Penyakit Daun Padi Rizal Amegia Saputra; Sri Wasiyanti; Adi Supriyatna; Dede Firmansyah Saefudin
Swabumi Vol 9, No 2 (2021): Volume 9 Nomor 2 Tahun 2021
Publisher : Universitas Bina Sarana Informatika Kota Sukabumi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/swabumi.v9i2.11678

Abstract

Padi merupakan tanaman pangan penghasil beras, dan indonesia merupakan negera yang mayoritas penduduknya menjadikan beras sebagai makanan utama, jumlah penduduk yang semakin meningkat, perlu menjaga kualitas padi agar resiko gagal panen dapat dihindari. Banyak faktor yang dapat menimbulkan resiko gagal panen salahsatunya itu penyakit daun padi, Pada penelitian ini diusulkan Algoritma Convolutional Neural Network untuk klasifikasi penyakit daun padi yang berdasarkan citra. Arsitektur yang digunakan pada penelitian ini menggunakan MobileNetVI dengan menggunakan ekstraksi fitur. Dataset berasal dari UCI Repository sebanyak 120 yang terdiri dari 3 penyakit daun padi yaitu Bacterial leaf blight,  Brown spot, Leaf smut. Berdasarkan hasil pelatihan dan pengujian menggunakan citra penyakit daun padi yang berukuran 224x224 piksel didapat hasil nilai akurasi pelatihan mencapai 1.0 dan nilai akurasi validasi mencapai 0.8333. Nilai akurasi pada Confusion Matrix yaitu sebesar 92%, hasil ini menjadi bukti bahwa dengan penerepan algorima CNN dan MobileNetVI dengan ekstraksi ciri memiliki akurasi yang baik sekali. Percobaan pada aplikasi yang dibangun hasil proses pengujian berbasis android terbukti dapa mengklasifikasikan jenis penyakit daun padi.
RANCANG BANGUN APLIKASI UJIAN ONLINE STUDI KASUS: SMK 1 PGRI CIKAMPEK dede firmansyah saefudin; Yuli Komalasari; Evi Maesyari
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol 3 No 1 (2020): Jurnal Teknologi dan Open Source, June 2020
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1047.686 KB) | DOI: 10.36378/jtos.v3i1.529

Abstract

The development of technology in the digital era is now very fast along with the growth of industries from all sectors. The 4.0 industrial revolution has begun to enter its era, which emphasizes the pattern of the digital economy, artificial intelligence, big data, robotic, or known as the phenomenon of disruptive innovation. Education in the era of Industrial Revolution 4.0 or known as Education 4.0 is a phenomenon that responds to the need for the emergence of the industrial revolution 4.0 where humans and machines are aligned to get solutions, solve problems and of course discover new possibilities of innovation. The Era of Education 4.0 is very influential for the world of education, as it also experiences an increase in quality, speed and practicality. Online exams can be said to belong to the era of Education 4.0 because conventional exams (manual) have shifted towards computerization. Online test (Online Test) is one of the methods of evaluating learning outcomes or measuring a person's ability level using a computer. Therefore, the authors researched the web-based online exam system at SMK PGRI Cikampek. Currently the Midterm Examination (UTS) and Graduation Examination (UKK) systems that are implemented at the school are still conventional (manual). So that teachers often experience technical obstacles in processing questions and exam results, such as broken answer sheets, uneven distribution of questions, leakage of questions caused during distribution, and so on. With the online examination system the school can reduce or even minimize the problems that occur in the implementation of conventional exams (manual) because with a computerized system everything can be managed and monitored more neatly easily and centrally.
PERANCANGAN SISTEM INFORMASI PERSEDIAAN BARANG PADA PT BINA SAN PRIMA KARAWANG dede firmansyah saefudin; Yuli Komalasari
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol 3 No 2 (2020): Jurnal Teknologi dan Open Source, December 2020
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v3i2.796

Abstract

Merchandise inventory is very important for trading companies and manufacturing companies. Inventory is needed to create sales for a profit. Inventories are current assets that have a high enough risk in company activities if they are not considered properly. The inventory process at PT. Bina San Prima can be said to be still inefficient and ineffective because everything is still done manually, starting from the process of recording goods data, processing incoming goods data and outgoing goods data, processing goods data reports. This access does not yet have a good inventory information system, also for ordering data from suppliers there is no minimum stock data specified so that orders can be made to the supplier so that sometimes the stock is out of stock and then ordered to the supplier, and it hampers the goods if there is a purchase from the customer. The program application is an alternative solution to the problems faced by companies or agencies, especially PT. Bina San Prima, in this case, especially in making inventory reports. With this programming application, filling and storing data will be easier and safer.
WATERFALL METHODS FOR APPLICATION OF ACCOUNTING INFORMATION SYSTEMS IN HOTEL INCOME MANAGEMENT CASE STUDY: CITRA GRAND HOTEL KARAWANG dede firmansyah saefudin; Widya Apriliah; lham Kurniawan; Yuli Komalasari; Muhammad Faittullah Akbar; Royadi -
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol 4 No 1 (2021): Jurnal Teknologi dan Open Source, June 2021
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v4i1.1369

Abstract

The need for information systems in the business more increase as the same as technological developments in the digital era which give the impacts rapidly changes in all sectors. The accounting cycle in the company is inseparable from the existence of financial recording activities in a certain period. Thus it requires an application to provides the processing financial data or it’s called accounting information system. The Grand Hotel Karawang is the focus of research on building income management accounting information system. Based on the data collection method used: observation, interviews and literature studies (library research), it can be concluded that in managing hotel rental income is still manual or not computerized so that why the research to provide solutions based on the need by designing income accounting information system using waterfall software development method, with phases including needs analysis, design, implementation of program code based on open source in the implementation of the Java programming language to make easier to implement into desktop-based applications. Testing is carried out using blackbox testing as a tool for testing each process step by step in the application that all processes are running well (valid) and can be implemented as needed.
Website-Based Petty Cash Management Accounting Information System Case Study PT.Haleyora Power Karawang Hasmi Hasibuan; Dede Firmansyah Saefudin
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol 5 No 2 (2022): Jurnal Teknologi dan Open Source, December 2022
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v5i2.2680

Abstract

A website-based information system is a technological tool that helps users manage data on a small and medium-to-large scale by providing precise and accurate information. PT. Haleyora Power is one of the companies engaged in the electricity supply industry, which currently processes petty cash funds still using written records in books and the Microsoft Excel application. The level of supervision of outgoing funds is relatively low, and the risk of losing report data or reporting data damage due to activity occurs every day and sometimes accidentally. To minimize this, petty cash management can be implemented in the form of a website-based application through a petty cash system that includes petty cash receipts, petty cash disbursement procedures, and petty cash reports. In this case, the waterfall method is very suitable for creating a petty cash system as needed. The petty cash system created can make the procedure for disbursing petty cash funds more structured and provide convenience in data processing so that the reporting process at PT becomes better. Haleyora Power.
PENGEMBANGAN MEDIA VIDEO PEMBELAJARAN IPA PADA MATERI HUKUM PASCAL PADA SMP KELAS VIII Firmansyah, Dede; Ramadhan, Amara; Nuramalia, Hanifah; Waen, Thetia Karunia; Asfi, Dzul; Wahyuni, Siva
Jurnal Luminous: Riset Ilmiah Pendidikan Fisika Vol. 5 No. 1 (2024): Januari 2024
Publisher : Program Studi Pendidikan Fisika FKIP Universitas PGRI Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31851/luminous.v4i2.9788

Abstract

Penelitian ini bertujuan untuk mengembangkan media pembelajaran dalam bentuk Animated Video (Video Teranimasi) materi Hukum Pascal, dengan harapan media ini dapat digunakan oleh guru dan siswa. Video pembelajaran telah melalui tahap uji validasi ahli materi dan ahli media dengan persentase sebesar 85% menurut ahli materi, dengan interpretasi nilai “sangat baik” pada semua aspek, sehingga menunjukkan bahwa materi dalam vidio pembelajaran hukum pascal “layak digunakan dengan sedikit revisi” dan 81,8% menurut ahli media, dengan interpretasi   nilai   “sangat baik” pada semua aspek, sehingga menunjukkan bahwa vidio pembelajaran IPA pada materi Hukum Pascal yang telah dikembangkan ini sudah memenuhi persyaratan sebagai media  pembelajaran yang baik dari segi tampilan  video, yang menunjukan bahwa media dalam vidio pembelajaran terseut “layak digunakan dengan revisi” Berdasarkan hasil uji validasi ahli materi dan ahli media dapat disimpulkan bahwa video pembelajaran fisika hasil pengembangan telah memenuhi persyaratan sebagai media pembelajaran fisika SMP kelas VIII.