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Contact Name
Asep Erlan Maulana
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dosen02716@unpam.ac.id
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+6281299366151
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jiup@unpam.ac.id
Editorial Address
Ruang Gugus Mutu Fakultas Ilmu Komputer Universitas Pamulang - Kampus Viktor Lt. 3 Jalan Raya Puspitek No. 46 Buaran, Serpong, Tangerang Selatan, Banten, Indonesia
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Kota tangerang selatan,
Banten
INDONESIA
Jurnal Informatika Universitas Pamulang
Published by Universitas Pamulang
ISSN : 25411004     EISSN : 26224615     DOI : https://doi.org/10.32493
Core Subject : Science,
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
Articles 630 Documents
Perancangan Sistem Evaluasi Tingkat Kompetensi Alumni dengan Algoritma Support Vector Machine (SVM) Linear Method Berbasis Framework Streamlit Purnomo, Indu Indah; Andie, Andie
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.33766

Abstract

Extensive use of alumni data by evaluating alumni competency levels, such as in the world of education, human resources, or university rankings. Therefore, the use of powerful algorithms such as SVM and easy-to-use interfaces such as Streamlit can provide great benefits in various contexts. How to measure the performance of the SVM model in assessing alumni competency levels, and how to interpret the evaluation results correctly for users is the main focus of this research. One way of searching for alumni is to assess the competitiveness of graduates and collect relevant assessment information from universities. This research is a continuation of the analysis of alumni competency levels using the SVM algorithm method which was implemented using the Streamlit application to determine (alumni's) perceptions of skill proficiency and the level of skills demanded by the world of work. The data used results from the UNISKA Tracer 2021 questionnaire responses to questions of 30 competencies from 3,117 respondents. The results of the implementation created will display the results of the classification with the information Competent and Not Competent by entering the values of 30 variables in the Tracer Study results. If the competency is in alumni, we know that companies can also support personal development through training or certain training courses. One way to assess a student's skill level in machine learning is to use a dataset as training data so that benchmarking can be carried out using accurate classification methods.
Aplikasi Mobile Multiplatform Untuk Peminjaman Dan Pengembalian Alat Di Laboratorium Teknik Informatika Politeknik Negeri Pontianak Budianingsih, Budianingsih
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.33863

Abstract

Politeknik Negeri Pontianak sebagai Lembaga Pendidikan vokasi menyediakan sejumlah fasilitas untuk kegiatan belajar mangajar. Ada beberapa peralatan yang sudah ada di dalam ruang lab, beberapa yang lain mesti harus meminjam pada teknisi Laboratorim.  Adapun proses peminjaman dan pengembalian peralatan masih menggunakan pencatatan di kertas atau buku. Memang Sudah terdapat aplikasi untuk membantu proses pencatatan tapi masih terdapat beberapa permasalahan pada saat aplikasi tersebut diimplementasikan yaitu: 1) Karena devicenya cuma satu bisa menimbulkan antrian pada saat ada banyak mahasiswa yang akan melakukan proses peminjaman alat, 2) Karena perangkat yang  ada di Laboratorium itu Apple device dan Lab tidak punya akun apple developer yang berbayar,  jadinya aplikasi setiap minggu aplikasi harus di install ulang karena akun developer yang gratis hanya bisa untuk testing aplikasi tidak untuk production, 3. Belum melibatkan aktor dosen untuk mengkonfirmasi peminjaman, baru mahasiswa dan teknisi. Aplikasi ini dikembangkan mengacu pada Design Science Research Mehodology. Adapun metodologi secara garis besar dibagi menjadi lima (5) tahapan yaitu 1) identifikasi masalah yang terdiri dari studi literatur dan pengumpulan data , 2) definisikan solusi, 3)desain dan perancangan, 4)demonstrasi, 5)evaluasi dan 6)komunikasi. Adapun Bahasa pemograman yang digunakan yaitu Dart programming dengan menggunakan Flutter sebagai Framework untuk membuat mobile app. Pengujian aplikasi dilakukan dengan menggunakan metode black box testing, yang memungkinkan evaluasi fungsionalitas Hasil dari penelitian yaitu terciptanya suatu Aplikasi Mobile Multiplatform untuk Peminjaman dan Pengembalian Alat di Laboratorium Teknik Informatika Politeknik Negeri Pontianak. Kata kunci: Aplikasi mobile, multiplatform, flutter, alat laboratorium, pengembalian
Analysis Of User Satisfaction Of The Haji Pintar Application Using The Pieces Method At The Office Of The Ministry Of Religious Affairs Of Palembang City prabowo, rachman agung; Agustina, Merry; Sutabri, Tata; Saprina, Iin
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.33962

Abstract

The purpose of this study is to determine the analysis of user satisfac-tion with the Application Haji Pintar using the PIECES method. This research method is a descriptive method with a quantitative research approach. The population in this study is all students of the Palembang City Ministry of Religious Affairs Office who use the application Haji Pintar as many as 771 Haji Pintar Application users in 2022. The sam-pling technique using random sampling obtained a sample of 30 people. The results of the study The PIECES indicator variable has a relation-ship with user satisfaction seen from the value of Fcalculate 3.437 > Ftable 2.51, so it can be concluded that all variables together have a positive effect on user satisfaction. The value of the satisfaction level of users of the Haji Pintar Application using the PIECES method on application users, seen from the R Square value of 47.3%. Which means that users of the Application Haji Pintar at the Office of the Ministry of Religious Affairs of Palembang City are satisfied with user satisfaction on the data at the Office of the Ministry of Religious Af-fairs of Palembang City.
Performance Evaluation of Popular Supervised Learning Algorithms Towards Cardiovascular Disease Masruriyah, Anis Fitri Nur; Novita, Hilda Yulia; Sukmawati, Cici Emilia
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34103

Abstract

Many studies have discussed the advantages of supervised learning for dealing with extensive data on heart disease. However, only a few studies evaluate the performance of supervised learning algorithms. This research builds a classification model using supervised learning algorithms, including C4.5, Random Forest, Logistic Regression, and Support Vector Machine. The data processed is in the form of category data with character data types. The accuracy, precision, and performance evaluation results show that the Logistic Regression Algorithm has the most superior value compared to the others. On the other hand, it was found that the C4.5 and SVM algorithms had anomalous events. Although the accuracy and precision values of C4.5 were superior to SVM, SVM had better performance.
Utilization of the Accelerometer Sensor in Android Smartphones Development of Ground Movement Detection Tools in Areas Landslide Prone Based on the Internet of Things handayani, eka sri; suroyo, heri
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34127

Abstract

The result of this research is an Internet of Things (IoT) program that utilizes the accelerometer sensor on Android smartphones as a tool for detecting ground movement in landslide-prone areas. If the sensor indicates a change in its coordinates, it will be used as an indication of ground movement on the accelerometer sensor. Meanwhile, the gyroscope sensor detects vibrations, and the program will send notifications as a sign of ground movement. Overall, the development of this landslide movement detection device in landslide-prone areas employs the Research and Development (R&D) methodology. The Research and Development method aims to produce specific products and test the effectiveness of these products. The development method for the ground movement system utilizes a prototype method to observe and comprehend how the application functions. The results of this research demonstrate that the accelerometer sensor on Android smartphones can produce sufficiently accurate data for detecting ground movement. Integration with IoT technology opens opportunities for developing an early warning system that is effective and responsive to the potential landslide disasters. It is hoped that this research can provide a significant contribution to the development of more advanced ground movement detection systems in the future.
Analisis Pengukuran Kualitas Website Sistem Informasi Universitas Bina Darma Menggunakan Metode Webqual 4.0 Sagala, Nita Friskila; Sopiah, Nyimas; Marlindawati, Marlindawati
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34217

Abstract

Students in Bina Darma University's Information Systems class utilize a special website to research topics discussed in class, so that the quality of the site is relevant to their education. By using the webqual 4.0 method—focusing on usability, information quality, and service interaction quality—this research seeks to measure user (student) satisfaction. Partial acceptance of the hypotheses H1, H2, and H3 was achieved based on the t test results obtained with the values X1, This is shown by the t table test value of 1.995. Student satisfaction levels may be influenced by factors such as usability of the service, quality of information, and quality of user interaction with the service.
Development of Construction Inventory Application with Rapid Application Development Method Sihombing, Denny Jean Cross
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34375

Abstract

The construction industry plays a pivotal role in developing essential physical infrastructure and public facilities. Efficient inventory management is crucial for the growth and productivity of this industry. However, construction inventory management faces complex challenges due to the frequent project changes and coordination demands. Many construction companies still rely on manual processes or outdated software, leading to calculation errors, reporting delays, and an inability to swiftly adapt to project changes. To address these issues, this research introduces the Construction Inventory Application, developed using the Rapid Application Development (RAD) approach. This specialized application enhances construction inventory management by allowing rapid development, user involvement, early testing, and customization to meet unique project needs. The study demonstrates that the RAD-based Construction Inventory Application has the potential to significantly improve construction inventory management, minimizing risks associated with inefficiencies. This research contributes to advancing application development in the construction industry, aiding in efficient infrastructure development.
Pengembangan Aplikasi Pertukaran Jadwal Petugas Pengumpul Tol Dengan Metode Extreme Programming Berbasis Android Septiani, Noer Azni; Julvian, Ade
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34422

Abstract

PT Bintaro Serpong Damai merupakan perusahaan yang bergerak dalam pengelolaan jalan tol yang menghubungkan Serpong dan Pondok Aren di Tangerang Selatan, dalam pelaksanaan kegiatan operasional perusahaan PT Bintaro Serpong Damai memiliki pekerja di lapangan yang bertugas menjalankan kegiatan transaksi di gerbang tol, dalam kegiatan operasional pengumpul tol, di tingkat KSPT dan  pultol memiliki sistem kerja shift, sehingga sering terjadi pertukaran jadwal antar pekerja. Pelaksanaan pertukaran  shiff pada perusahaan telah menerapkan teknologi informasi pada proses pertukaran atau penjadwalan pekerjanya yaitu sistem pertukaran jadwal berbasis web. Namun permasalahan, dalam penggunaannya ditemukan kekurangan seperti kesalahan data, lambatnya proses approval sehingga menyebabkan proses selanjutnya menjadi terhambat. Berdasarkan permasalahan tersebut penulis bertujuan untuk membuat Aplikasi Pertukaran JadwaL Petugas Pengumpul Tol berbasis android dengan menggunakan metode Extreme Programming (XP). Penulis berharap dengan menggunakan aplikasi pertukaran shiff  kerja menjadi solusi yang tepat untuk memudahkan perusahaan dalam mempercepat dan memudahkan proses approval.
Development of Financial Management Applications in Construction Companies Using the Extreme Programming Method Sihombing, Denny Jean Cross
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34427

Abstract

This research aims to develop a financial management application for construction companies using the Extreme Programming (XP) Method. The construction industry often faces complexities in managing project finances, including cost tracking, cash control, and accurate financial reporting. The XP method was chosen as the primary approach due to its unique features, such as automated testing, close team collaboration, and flexibility in the face of change. The stages of application development, such as planning, design, coding, testing, integration, and launch, have been explained in detail. Continuous integration was used to ensure that any code changes were automatically tested and integrated into the main version of the application. The research results created a reliable and efficient financial management application that helps construction companies better manage projects, improve efficiency, and reduce financial risks. The main contribution of this research lies in applying the XP Method in developing a specialized financial application for the construction industry, providing a significant solution in addressing the complexity of financial management. In addition, this research provides valuable insights into the potential application of XP in various business contexts, making significant contributions to software developers and stakeholders in the construction industry.
Implementasi Data Mining Association Rules Menggunakan Algoritma Fp-Growth untuk Data Penjualan Keramik Isra Almahsa, Muhammad; Nazir, Alwis; Afriyanti, Iis; Budianita, Elvia
Jurnal Informatika Universitas Pamulang Vol 8 No 3 (2023): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v8i3.34442

Abstract

The ceramic company CV Sukses Bersama is facing challenges in determining the optimal product layout and promotion strategy. To address this issue, this research applies the Data Mining Association Rules method using the FP-Growth algorithm. With the Python programming language, the author conducts an analysis of the company's sales data to identify significant purchasing patterns. The analysis results reveal that the product 'MCC' enjoys an exceptionally high level of popularity, with a support rate reaching 94.86%. This indicates that 'MCC' is the primary favorite among CV Sukses Bersama's customers. The analysis also unveils several significant Association Rules, such as {'MCC'} -> {'HRM'} with a confidence level of 86.99%. This implies that customers who purchase 'MCC' tend to buy 'HRM' with a high level of certainty. These findings hold strategic importance for CV Sukses Bersama, offering valuable insights that can be utilized to design more effective marketing strategies by understanding customer preferences and optimizing product stock management.

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