Media Aplikom
Ruang lingkup Jurnal Media Aplikom mencakup: Algorithms and data structures Algorithm design, Analysis of algorithms, Algorithmic efficiency, Randomized algorithm, Computational geometry Applied computing E-commerce, Enterprise software, Computational mathematics, Digital art, Electronic publishing, Cyberwarfare, Electronic voting, Video games, Word processing, Operations research, Educational technolog,y Document management Artificial intelligence Natural language processing, Knowledge representation and reasoning, Computer vision, Automated planning and scheduling, Search methodology, Control method, Philosophy of artificial intelligence, Distributed artificial intelligence Computational science Bioinformatics, Car–Parrinello molecular dynamics, Cheminformatics, Chemometrics, Computational archaeology, Computational biology, Computational chemistry, Computational materials science, Computational economics, Computational electromagnetics, Computational engineering, Computational finance, Computational fluid dynamics, Computational forensics, Computational geophysics, Computational history, Computational informatics, Computational intelligence, Computational law, Computational linguistics, Computational mathematics, Computational mechanics, Computational neuroscience, Computational particle physics, Computational physics, Computational sociology, Computational statistics, Computational sustainability, Computer algebra, Computer simulation, Financial modeling, Geographic information system (GIS), High-performance computing, Machine learning, Network analysis, Neuroinformatics, Numerical linear algebra, Numerical weather prediction Computer graphics Computational geometry, Computational topology, Computer vision, Image processing, Information visualization, Scientific visualization, Animation, Rendering, Image manipulation, Graphics processing unit, Mixed reality, Virtual reality, Image compression, Solid modeling Computer security Internet security, Cyberwarfare, Computer security, Mobile security, Network security, Cryptography, Formal methods, Security services, Intrusion detection system, Hardware security, Network security, Information security, Application security Computer systems organization Computer architecture, Embedded system, Real-time computing Dependability Concurrency Concurrent computing, Parallel computing, Distributed computing, Multithreading Multiprocessing Human–computer interaction Interaction design, Social computing, Ubiquitous computing, Visualization Accessibility Information systems Database management system, Information storage systems, Enterprise information system, Social information systems, Geographic information system, Decision support system, Process control system, Multimedia information system, Data mining, Digital library, Computing platform, Digital marketing, World Wide Web Information retrieval Machine learning Applied machine learning, Artificial neural networks, Bayesian networks, Classification algorithms, Cluster analysis, Computational learning theory, Artificial intelligence conferences, Signal processing conferences, Data mining and machine learning software, Datasets in machine learning, Deep learning, Dimension reduction, Ensemble learning, Evolutionary algorithms, Genetic programming,,Inductive logic programming, Kernel methods for machine learning,Latent variable models,,Learning in computer vision,,Log-linear models,Loss functions,,Machine learning algorithms, Machine learning portal,,Machine learning task, Markov models,ntology learning (computer science), Machine learning researchers,,Semisupervised learning, Statistical natural language processing,Structured prediction Mathematics of computing Discrete mathematics, Probability, Statistics, Mathematical software, Information theory, Mathematical analysis, Numerical analysis Software development Software development process, Requirements analysis, Software design, Software construction, Software deployment, Software maintenance, Programming team, Open-source model Theory of computation Model of computation, Formal language, Automata theory, Computational complexity theory, Logic, Semantics
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Pengaruh Perbedaan Jumlah Hidden Layer dalam Jaringan Syaraf Tiruan Terhadap Prediksi Kebutuhan Captopril dan Paracetamol pada Rumah Sakit
Priyo Wibowo
Media Aplikom Vol 11 No 2 (2019): Media Aplikom
Publisher : Sekolah Tinggi Ilmu Komputer YOS SUDARSO Purwokerto
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DOI: 10.33488/1.ma.2019.2.207
Research to predict drug needs at the hospital in Semarang. By using the data needs drug for 6 years from January 2007 to December 2012 made the prediction that the drug needs to avoid shortages or overstocks of drugs. The system is required to obtain the necessary amount of drug in a given month in order to avoid shortages of drugs and overstocks of drugs. This study uses matlab software to design the look and design a Neural Network architecture and using Microsoft Office Excel software to provide input data. Spreadsheet data model helps the program as input to the training data. Artificial Neural Networks provide interpretations of the drug needs. any incoming data given initial weight, is processed in the hidden layer using the specified parameters are like max epoch, learning rate, activation, duration, and the pace of learning. Parameters of success using the Mean Square Error and the value of the correlation coefficient is a point of reference. The results obtained using Neural Network architecture with a number of hidden layer neurons 50 and 75 managed to get the value of an accuracy of 74.89% for the type drug Captopril, then architecture using the number of hidden layer neurons to 20 and 15 types of drug Paracetamol resulted in 86.21%. The results obtained are very varied topography which influenced the shape or characteristics of the data and the amount of data being tested as a data input. More and more data is being tested affect the accuracy percentage.
Analisis Prediktif Dan Optimasi Pengaruh Ketinggian Pahat Insert Carbide Pada Proses Turning Terhadap Kekasaran Permukaan Pada Material Bantalan Luncur (Bronze)
candra prilyanto
Media Aplikom Vol 11 No 2 (2019): Media Aplikom
Publisher : Sekolah Tinggi Ilmu Komputer YOS SUDARSO Purwokerto
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DOI: 10.33488/1.ma.2019.2.218
World Industries and Small and Medium Enterprises (SMEs) are being encouraged by the government to be able to competitiveness. It means that innovation, efficiency, and productivity are compulsory to be achieved at any time. On the other hand, buying high-tech machines such as CNC Lathe machine requires no small cost. Material Bronze is one type of material that is often used as spare parts sliding bearings (Bush). This study innovates by making a breakthrough. The carbide inserts CCMT09T304 type used on CNC lathes will be applied for use on conventional lathes in making sliding bearings. The carbide insert with Speed Cutting technology is the ability of a greater meaning will enable Bronze material slashed /processed at a higher rotation speed and a larger burial will produce products with a better time. This research is to obtain machining parameters such as spindle speed rotation (Rpm), feedings (mm / rotation) and tools height position above the center (mm). The method used is the experimental method. Preparation of specimens was performed with the Taguchi approach, independent variables were height position tools (mm), spindle speed rotation (Rpm), feedings (mm / rotation), the control variable is the depth of cut 0.5 mm.
Sistem Informasi Pengelolaan Sampah berbasis Android
Endang Setyawati;
Adhi Wibowo;
Ekanti Wahyu Riyana
Media Aplikom Vol 11 No 2 (2019): Media Aplikom
Publisher : Sekolah Tinggi Ilmu Komputer YOS SUDARSO Purwokerto
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DOI: 10.33488/1.ma.2019.2.229
N’berkah waste management at Klahang Sokaraja is one of the garbage bank located in Purwokerto. The systemic in this garbage bank is the customer must deposit the waste and then the admin records it in each customer’s saving book. The waste bank service process itself still doesn’t use computer technology and still using reports for its information. That is why customers often lose their passbooks and these passbooks are sometimes broken, so the admin has to check and record back the numbers contained in the passbook. This condition causes data of the reports are not accurate. Which is why a Waste Management Information System is needed. The method used to build this information system is the prototype method. The steps of the prototype method are gathering requirements, designing, coding the system. Hopefully, with the waste management information system, customers can get better information about their contributions to waste management.
Analisis Persepsi User Satisfaction Sistem Informasi Akademik (SIAKAD)
Eko Siswanto;
Edwin Zusrony
Media Aplikom Vol 11 No 2 (2019): Media Aplikom
Publisher : Sekolah Tinggi Ilmu Komputer YOS SUDARSO Purwokerto
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DOI: 10.33488/1.ma.2019.2.235
Pemanfaatan teknologi informasi pada dunia pendidikan, terutama perguruan tinggi saat ini mutlak menjadi kebutuhan. Pelayanan Sistem Informasi Akademik (SIAKAD) bagi sebuah intitusi kampus memiliki peran sentral dalam mengatur proses pendidikan yang efektif dan efisien. Tujuan dari penelitian ini adalah untuk mengukur kepuasan pengguna SIAKAD berdasarkan variabel user satisfaction dengan metode End User Computing Satisfaction (EUCS) pada Sekolah Tinggi Komputer di Kota Semarang dengan jumlah responden 100 orang. Pengujian penelitian ini menggunakan analisis regresi linier berganda dengan pengolahan data menggunakan software SPSS 23. Hasil penelitian menunjukkan menunjukkan nilai F-hitung sebesar 19,445 > F-tabel 2,68 dengan sig. 0,000a < 0,05 yang dapat dijelaskan seluruh independent variable (information content, accuracy, format, ease of use, timelines) berpengaruh secara simultan terhadap dependent variable (user satisfaction). (information content, accuracy, format, ease of use, timelines). Variabel Timelines (T) merupakan variabel yang dominan terhadap User Satisfaction (US) dan memiliki pengaruh positif dan signifikan (<0,05).