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Jurnal Informatika Universitas Pamulang
Published by Universitas Pamulang
ISSN : 25411004     EISSN : 26224615     DOI : https://doi.org/10.32493
Core Subject : Science,
Computer Science & IT
Jurnal Informatika Universitas Pamulang is a periodical scientific journal that contains research results in the field of computer science from all aspects of theory, practice and application. Papers can be in the form of technical papers or surveys of recent developments research (state-of-the-art). Topics cover the following areas (but are not limited to): Artificial Intelligence Big Data Business Intelligence Data mining Decision Support Systems Intelligent Systems Machine Learning Network and Computer Security Optimization Pattern Recognition Soft Computing Software Engineering
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 625 Documents
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System Monitoring Penyiraman Tanaman Jambu Jambu Biji Varietas Kristal (Psidium Guajava L.) Menggunakan Fuzzy Mamdani Berbasis IoT (Internet Of Things) ari kholis fazari; Ihsan Supono; Achmad Hindasyah
Jurnal Informatika Universitas Pamulang Vol 7, No 3 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i3.15590

Abstract

Media from the main source of substances in a plant is soil, soil plays an important role in the growth cycle of a plant, one of which is crystal guava plants, soil moisture affects the growth of crystal guava, because crystal guava can grow well on soil media with moisture. which is quite high, but the regulation of humidity levels in crystal guava plants is currently still not optimal, namely by watering manually, from these problems an IoT-based watering system is made using the principle of fuzzy logic. From the test, it was obtained a comparison of test results on crystal guava plants using a soil moisture meter, namely a moisture meter which has a range of 1 - 10 for dry conditions with a humidity value, 1 humidity 3, humid conditions with a humidity value, 3 Humidity 7, and wet conditions with a humidity value of 7 humidity 10 on the hygrometer display, using the Mamdani fuzzy logic method, the system is able to operate in dry conditions at the hygrometer value into humid conditions with a value of 8-10 on the hygrometer, so that the effectiveness of watering and humidity regulation can be more optimal . Keywords: Thinkspeak; IoT; Fuzzy; DHT 22; Soil Moisture Sensor, Humidty
OPTIMASI KLASTERISASI PREDIKSI TINDAK PIDANA KEJAHATAN DENGAN K-MEANS MENGGUNAKAN PSO Ulumuddin Ulumuddin; Nurul Chafidz
Jurnal Informatika Universitas Pamulang Vol 7, No 3 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i3.23530

Abstract

Tindak pidana istilah belandanya merupakan Strafbaar Feit sedangkan bahasa latinnya delict. Dalam kasus ini peneliti mencoba memprediksi kasus tindak pidana kejahatan dengan mengelompokkan masing masing jenis tindak pidana kejahatan  menggunakan K-Means yang dioptimasikan dengan PSO dari data yang peneliti dapatkan di massa lampau, agar mengetahui tingkat keakurasian algoritma k-means yang dioptimasikan dengan PSO, dari hasil uji coba yang peneliti lakukan untuk optimasi k-means PSO, PSO terbukti bisa meningkatkan nilai akurasi terhadap k-means standar dengan nilai akurasi 78,88%
COMPARISON OF NAIVE BAYES ALGORITHM AND DECITION TREE FOR EMPLOYEE CLASSIFICATION PREDICTIONS TENDING TO CHANGE WORK Henny Yulianti
Jurnal Informatika Universitas Pamulang Vol 7, No 3 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i3.20777

Abstract

In recent years due to the uncertain economic conditions and situation of a country, many employees with a certain level of education, work experience, countries with different levels of development and income per capita of the country and several other factors, causing many employees tend to change places of work. Due to the various factors that cause employees to change jobs and advances in information technology, it is also difficult to predict what factors influence employee decision making to move to a new place. Therefore, it is necessary to know what factors and conditions are in employees so that they have a tendency to change jobs, this is necessary so that companies can prevent, anticipate and immediately find other solutions as early as possible if this condition should occur to their employees. Based on the problems and objectives that have been described, this study predicts the classification of employees who have a tendency to change workplaces by integrating the Naive Bayes algorithm and Decision Tree. The aim is to identify the dominant factors that influence employees to change places of work. From the results of the research conducted, it was found that there are three (3) dominant factors that influence employees to change jobs, namely employees with STEM (Science Technology Engineering Mathematical) expertise, company size and education level as well as the highest level of accuracy from the Naive Bayes Algorithm 80.79 and the highest AUC from the Decision Tree Algorithm. 0.822.
Reduksi Fitur untuk Optimasi Prediksi Penyakit Ginjal Kronis menggunakan Radial Basis Function Neural Network Candra Bella Vista; Wilda Imama Sabilla
Jurnal Informatika Universitas Pamulang Vol 7, No 2 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i2.12550

Abstract

Penyakit ginjal kronis menjadi salah satu penyebab kematian di dunia. Penderita penyakit ginjal kronis memerlukan perawatan yang cukup serius. Kenyataannya gejala dari penyakit ginjal kronis tidak dapat diketahui secara langsung, melainkan secara bertahap hingga kondisi ginjal pasien sudah tidak berfungsi dengan baik dan sulit disembuhkan. Karena itu menjadi penting untuk dapat mendeteksi sedini mungkin kemungkinan pasien menderita penyakit ginjal kronis. Prediksi penyakit ginjal kronis sudah cukup banyak dilakukan dengan berbagai metode data mining dan machine learning. Penelitian ini membandingan tiga metode reduksi fitur, yaitu Principal Component Analysis, Liniear Discriminant Component, serta gabungan Principal Component Analysis dan Linear Discriminant Analysis untuk mengoptimalkan prediksi penyakit ginjal kronis. Pada tahap pelatihan dan pengujian digunakan metode klasifikasi Radial Basis Function Neural Network. Hasil uji menunjukkan bahwa metode reduksi fitur gabungan Principal Analysis Component dan Linear Discriminant Analysis menunjukkan performa terbaik dengan nilai akurasi, recall, dan precision secara berturut-turut sebesar 93,5%, 91,1% dan 97,7%.
Pengembangan Aplikasi Penjualan Rumah Berbasis Dekstop dengan Metode Waterfall Niki Ratama; Bintang Fahrezi; Faroeq Althof Nuru; Mardianto Triaji; Aries Saifudin
Jurnal Informatika Universitas Pamulang Vol 7, No 3 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i3.20706

Abstract

Perkembangan dunia teknologi dan informasi semakin hari semakin cepat. Perkembangan tersebut jelas mempengaruhi kecepatan dan ketepatan penyampaian informasi. Sayangnya, masih banyak kegiatan bisnis terutama proses jual beli yang belum sejalan dengan kemajuan teknologi saat ini. Atas dasar itulah penulis mencoba membuat aplikasi mengenai sistem penjualan Rumah yang saat ini masih banyak dilakukan dengan tidak terkomputerisasi. Tujuan dari penulis merancang aplikasi penjualan rumah berbasis online adalah untuk mempermudah penjual untuk bertransaksi dengan pembeli tanpa harus menggunakan calo. Perancangan sistem informasi merupakan solusi yang terbaik untuk memecahkan sebuah permasalahan yang ada. Sistem aplikasi berbasis dekstop penjualan rumah berbasis metode waterfall, mulai dari pencatatan pelanggan, penyimpanan data-data yang berhubungan dengan proses penjualan, sehingga saat proses berlangsung terjadi kesalahan dalam pencatatan, kurang akuratnya laporan yang dibuat dan keterlambatan dalam pencarian data-data yang diperlukan. Untuk mengatasi permasalahan tersebut peneliti menggunakan pengembangan sistem yaitu Software Development Life Cycle (SDLC) dengan metode Waterfall dalam perancangan sistem informasi, dimulai dari menganalisa kebutuhan software seperti desain, implementasi, dan Testing..Metode waterfall adalah salah satu model SDLC yang sering digunakan dalam pengembangan informasi atau perangkat lunak. Kelebihan menggunakan metode Waterfall yaitu system yang dihasilkan akan baik karena pelaksanaan nya dilakukan secara berathap, sedangkan kekurangan metode waterfall yaitu proses pengembangannya akan memakan banyak waktu yang cukup lama dan memakan biaya yang diperlukan akan sangat mahal.
Perancangan Sistem Absensi Ekstrakulikuler Berbasis Web Model Waterfall Irpan Kusyadi; Atina Fahma; Dimas Nugroho; Khantaqwa Amri; Meri Hendayani; Aries Saifudin
Jurnal Informatika Universitas Pamulang Vol 7, No 2 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i2.21970

Abstract

The attendance system is important for schools in Indonesia, therefore every school applies attendance to make it easier for teachers to know which students are present. Attendance is done manually such as by writing names or making initials and calling the names of students so that they know which students are present. The attendance system at SMKN 2 Rangkas Bitung is still applied manually. Actually in the world of education there are several schools that use digital attendance and there are also schools that still use student attendance manually. With this research, we can find out how the development of attendance in a web-based attendance system can optimize student attendance at school. It was developed using the SDLC (Software Development Life Cycle) method of the Waterfallmodel. The results of this study state that the application of web-based attendance can make it easier to input attendance data and reduce the risk of data manipulation. This attendance application is also very efficient to use because students do not need to go to the supervisor to submit attendance data. The impact of developing web-based attendance is that schools become conducive and can help speed up attendance.
Daftar Isi Jurnal Informatika Universitas Pamulang Vol. 7 No. 4 Desember 2022 Journal Manager
Jurnal Informatika Universitas Pamulang Vol 7, No 4 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i4.28963

Abstract

PENENTUAN REWARD GURU LES MENGGUNAKAN METODE PROFILE MATCHING Anton Setiawan Honggowibowo; Astika Ayuningtyas
Jurnal Informatika Universitas Pamulang Vol 7, No 2 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i2.15192

Abstract

Teachers are the spearhead to improve the quality of education because whether or not the quality of education is good or not, one of which will be determined by the teacher himself. Therefore, teachers need to be motivated and enthusiastic to teach more actively and diligently to share their knowledge with their students. In the learning process, teachers are required to be able to make innovations because students have their own uniqueness, so teachers are expected to be able to meet the needs of students in obtaining learning. The activities and workload of teachers in the world of education are currently increasing. The existence of awards in the form of rewards can increase the motivation of teachers in carrying out their duties and obligations. The criteria for a good teacher are not only seen from the criteria for education and experience, but other criteria are needed such as personality competence, pedagogical competence and social competence. These criteria will be the benchmark in selecting teachers who will receive rewards. The existence of an effective decision-making system to facilitate the determination of tutor rewards. The profile matching method is applied to obtain ranking search results that show the highest to the lowest scores for each teacher, from the ranking results, teachers are selected who will get rewards. The implementation of a website-based tutoring teacher reward application using the profile matching method can run well.
Pengujian Black Box pada Aplikasi Sistem Pemesanan Berbasis Web pada Toko Buku Setia Kawan Menggunakan teknik boundary value analysis achmad ferrysqo irawan; ryan setiawan; yasinta dewi; Aries Saifudin
Jurnal Informatika Universitas Pamulang Vol 7, No 3 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i3.17571

Abstract

The Setia Kawan Bookstore application is an application that is designed and created to make it easier for buyers to view any information about the products available at the Setia Kawan Bookstore online, but cannot be used in general because there are still problems so it is necessary to do testing in order to minimize a failure and also an error that can cause feelings of disappointment in carrying out the bookstore sales activities. The system application that has been designed and created must be tested first, the Setia Kawan Bookstore testing application uses the boundary value analysis method. Application testing that has been made must go through testing so that the application has good quality. A test is said to be good if the test finds an error that is difficult to find. Among the many black box testing methods, in this case the examiner uses the boundary value analysis method. The method tested the number of appropriate maximum and minimum limits and found valid results. The first process in testing this application is to provide activities to be tested, create test designs, and select test materials. And determine with certainty that the maximum and minimum are in accordance with the structure of the data base, and make documentation based on the test results obtained and draw a conclusion that the application can be used properly. The Setia Kawan Bookstore application can be used when the test has been completed and is said to have been successful if all errors have been resolved before being used by the buyer.
Web Service Untuk Transaksi Data Pada Aplikasi Sistem Informasi Kelembagaan Petani Dengan Metode Rest Risky Adit Pratama Risky Adit Pratama
Jurnal Informatika Universitas Pamulang Vol 7, No 2 (2022): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v7i2.13468

Abstract

Di era teknologi saat ini banyak sekali sistem yang saling terintegrasi meskipun melibatkan platform yang berbeda-beda. Untuk mendukung hal tersebut perlu adanya teknologi web service sebagai mekanisme interaksi antar sistem yang dapat menunjang interoperabilitas untuk kepentingan proses integrasi data dan pengembangan aplikasi kedepannya. Pada penelitian ini akan dibuat suatu web service untuk transaksi data pada aplikasi sistem informasi kelembagaan petani dengan metode REST agar proses interoperbilitas dapat berjalan dengan lancar dan memudahkan untuk pengembangan aplikasi kedepannya. Tujuan dari penelitian adalah menerapkan metode REST pada web service Sistem Informasi Kelembagaan Petani dengan menggunakan Lumen Micro Framework sebagai teknologi untuk mengembangkan web service. Adapun output dari web service ini berupa JSON sehingga proses komunikasi dan transaksi data pada aplikasi Sistem Informasi Kelembagaan Petani berjalan dengan baik sesuai dengan hasil pengujian yang dilakukan.

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