- Data Mining and Machine Learning Applications
- Edcuational Technology Systems
- Multimedia Learning Systems
- Information Retrieval and Data Mining
- Decision Support System Applications
- Blockchain Technology in Education and Learning
- Management and Optimization Techniques
- Computer Science and Engineering
- IoT-based Control Systems
- Advanced Algorithms and Applications
- Public Health and Nutrition
- IoT-based Smart Home Systems
- Industrial Automation and Control Systems
- Occupational Health and Safety Management
- Education and Character Development
- Reliability and Maintenance Optimization
- Advanced Optimization Algorithms Research
- Pancasila Values in Education
- Optimization and Packing Problems
- Optimization and Search Problems
- Educational Methods and Media Use
- Engineering and Technology Innovations
- Scheduling and Timetabling Solutions
Universitas Pelita Bangsa
2019-2023
Universitas Nusa Bangsa
2019-2023
Technical University of Malaysia Malacca
2011-2021
Harapan Bangsa Institute of Technology
2020
Technological development and scientific advancement are very important influential parts of all fields. With the technology, being experts in a field is must because it required to know more learn about technology that currently developing. Information informatics needed support performance. Large small companies also need fast accurate information make easier decisions making. Therefore, data mining classification techniques solve these problems. The used Decision tree technique widely...
With the rapid development of technology in all fields, from government, education, agriculture and especially health sector, can provide fast accurate information for teams, doctors, nurses even patients themselves to make it easier control their own health. Acute Respiratory Infections (ARIs) are diseases upper or lower respiratory tract, usually contagious, that cause a wide spectrum ranging asymptomatic illness mild infections severe deadly illness, depending on causative pathogen,...
Abstract In the era of progressively more competitive industrial competition, especially in manufacturing world, it is always required to develop quality or products and productivity. Each company compete win market share. One strategies carried out by improving production process conducted company. product productivity are keys for success process. Therefore, purpose this study analyze data defective at PT Mane Indonesia with Particle Swarm Optimization (PSO) Naïve Bayes Classifier method....
Sistem Pendukung Keputusan pada dasarnya dibuat untuk memudahkan dalam pengambilan keputusan agar tidak terjadi secara subjektif. Pada RA Raudlatush Shibyan, proses siswa terbaik menggunakan metode Simple Additive Weighting (SAW) yang terdiri dari beberapa kriteria yaitu : Afektif, Kognitif, dan Psikomotorik. Dalam membangun sistem ini penulis pengembangan System Depelopment Life Cycle waterfall atau air terjun, desain Unified Modelling Language (UML). Untuk pembuatan aplikasi Bahasa...
Penjadwalan merupakan masalah kombinasional yang memiliki batasan-batasan kondisi harus dipenuhi, oleh karena itu hal ini menjadi pekerjaan rumit diselesaikan dengan cepat, tepat dan akurat. Ketersediaan ruangan, kapasitas kelas, ketersediaan dosen jumlah mahasiswa batasan mutlak dipenuhi dalam menyusun jadwal. Proses penjadwalan tersebut membutuhkan ketelitian agar mendapatkan jadwal sesuai, namun prosesnya memakan waktu terkadang masih terjadi bentrok antar Untuk mengatasi tersebut,...
Sentiment analysis is a data processing to recognize topics that people talk about and their sentiments toward the topics, one of which in this study large-scale social restrictions (PSBB). This aims classify negative positive by applying K-Nearest Neighbor algorithm see accuracy value 3 types distance calculation are cosine similarity, euclidean, manhattan for Indonesian language tweets (PSBB) from media twitter. With results obtained, Cosine Similarity 82% at k = 3, Euclidean Distance with...
In an industry, the maintenance department plays a very important role in ensuring smooth production process. The method of machine with preventive is strategy that can be used to repair existing machines. This related proper and regular improve engine performance reduce level damage which will increase continuity activities. die casting division PT Astra Honda Motor observation on 07 there were 45 times ladle component 11 auto spray component. These two components are critical machine....
Tax Service Office is a work unit of the Directorate General Taxation that carries out services in field taxation to public, both registered and unregistered taxpayers, within working area Taxes. The number Primary Offices Indonesia, one which Bekasi, has various ways increase satisfaction taxpayers for provided. This study aims determine accuracy taxpayers' using data mining techniques Decision Tree C4.5 Algorithm with Particle Swarm Optimization (PSO) feature selection, validation uses...
Herpes Zoster is a skin disease that very difficult to treat and everyone can certainly experience it, the characteristics of this are characterized by unilateral vesicles in groups with pain radicular around dermatome. This study aims establish Web-based Certainty factor method as tool diagnose diseases. With application, it doesn’t need long time find out what type herpes zoster suffering. To use application patient answers questions which provided system, then system will process all...
The development of technology always rises and then affects many people, especially in the mindset those who do not tend to use highest technology. CVs that accept pallet orders require a program order pallets can assist data processing so they simplify their work. Therefore, author tries final project regarding ordering for on CV. Redhead Mandiri now only uses process with Microsoft Excel. is trading company concentrates accepts from Industri Mulia. Because this CV still Excel, which makes...
Abstract Nowadays, there are various types and brands of vehicles in Indonesia, especially kinds motor vehicles. In this case, cars, trucks, buses (exclude the motorcycles). This research classified form classes that Well Selling (Laris) Not (Tidak Laris), so consumers producers can find out which well selling based on their category output. study analyzed 3908 data into 3126 training 782 testing data. The was obtained from GAIKINDO (Indonesian Automotive Industries Association) site. There...
Technological developments, especially in agriculture and plantations era 4.0, have greatly increased over time. One of them is terms plant care. Plant care one the activities carried out to keep plants fertile healthy. Moreover, dry season very important do such as, doing watering periodically accordance with right time, also light lighting must be needs plant. In this writing, researchers designed a tool that can respond work on commands been sent, reply messages about information...
Electricity is a major need in the industrial era 4.0, where almost all human activities use electricity both at home and companies. Not of needs can be met by state company. Therefore, alternative energy sources are needed to used as power plants meet huge demand for paying attention safety. Because it located tropics, potential solar Indonesia very large, range 4.8KWh/m2 equivalent 112,000 GWp which an source generation using panels. Meanwhile, security system utilize internet things...
Kewajiban bagi dosen dalam melaksanakan tridharma perguruan tinggi salah satunya adalah kegiatan pengabdian pada masyarakat. Salah satu bentuk masyarakat pelatihan kepada elemen yaitu guru sekolah tingkat dasar. Pelatihan yang dilaksanakan rangka meningkatkan kompetensi Guru TK di Islam Pelita Insan hal penggunaan Teknologi Informasi dan Komputer (TIK) berupa pengoperasian software pengelolaan data perkantoran Microsoft office.
 Kata kunci: komputer, guru, Pembelajaran
Duality is one of the most important topics in optimization either a theoretical and algorithmic perspective. Optimization problem usually involved mathematical model. One applications widely used Linear Programming. functions are frequently production planning, networks, scheduling, other application linear function subject to constraints. Extensive number papers related with duality has been published. However, studies about effect different characteristics randomly symmetric matrices...
Process control is needed to prevent goods from being damaged both in the production and delivery processes. Therefore, this study, a classification of conditions was carried out whether that experienced incident could still be used or not. This study uses model with C4.5 Naïve Bayes algorithms, by evaluating using confusion matrix method, best accuracy algorithm 73.9% recall 72.9% 88% precision, these results it can said C 4.5 good implemented decision support system
Kanker payudara adalah kanker yang paling umum pada wanita dan penyebab utama kematian di seluruh dunia. Klasifikasi dalam data mining merupakan dua bentuk proses analisis digunakan untuk mengekstraksi model menggambarkan kelas atau memprediksi tren masa depan. Support Vector Machine (SVM) dikenal juga dengan support vector network metode supervised terkait learning algorithm analisa pola klasifikasi regresi. Seleksi fitur banyak mengatasi tidak relevan berlebihan. menyederhanakan sekumpulan...
Improvement between departments within the company requires a mutually supportive system so that cooperation occurs interrelated departments. This effort and commitment needs to be supported by related share holders occurrence of lost time during production process can minimized planned runs effectively efficiently in increasing productivity. The difficulty supervising controlling is reason for knowing abnormality replacing dies printing equipment or Stamping still using manual recording...