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Contact Name
Aries Saifudin
Contact Email
aries.saifudin@gmail.com
Phone
+628128838485
Journal Mail Official
jtsia@unpam.ac.id
Editorial Address
Program Studi Teknik Informatika Universitas Pamulang - Kampus Viktor Lt. 6 Jalan Raya Puspitek No. 46 Buaran, Serpong, Tangerang Selatan, Banten, Indonesia
Location
Kota tangerang selatan,
Banten
INDONESIA
Jurnal Teknologi Sistem Informasi dan Aplikasi
Published by Universitas Pamulang
ISSN : 26543788     EISSN : 26544229     DOI : https://doi.org/10.32493/jtsi
Core Subject : Science,
Jurnal Teknologi Sistem Informasi dan Aplikasi is a publication media of scientific paper in the field of technology and information systems which can be in the form of analysis, development, and application, but not limited to it. Topics cover the following areas (but are not limited to) Business Process Management, Computer Network, Database Management Systems, Geographical Information Systems, Information Technology, Infrastructure and Security, Internet of Things, Knowledge Management System, Management Information Systems, Mobile Aplication, Programming and Software Engineering, Smart System, Supply Chain Management and Logistics, System Analysis and Design, Web Application, etc.
Articles 660 Documents
Penerapan Metode Dempster Shafer dalam Sistem Pakar Diagnosis Penyakit Diabetes Melitus Setiawan, Muhammad; Putri, Raissa Amanda
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38255

Abstract

Diabetes Mellitus (DM) is a lifelong chronic disease that significantly affects people's quality of life and incurs significant medical costs. Diabetes can lead to various complications of dangerous diseases and requires long-term treatment. Lack of public knowledge about the general and specific symptoms of Diabetes Mellitus causes delays in handling Diabetes Mellitus. This study aims to form an expert system application based on WEB that can diagnose Diabetes Mellitus from the symptoms experienced by patients in accordance with the provisions of an expert, through the application of the Dempster Shafer method. The results of this study show that the application of the Dempster Shafer method resulting from disease symptoms that have been inputted, namely in the form of disease symptoms that have been processed by the system and have been refined into a web-based application. From this application, it is expected to help the general public in the examination of Diabetes Mellitus.
Kombinasi Metode Double Moving Average dan Double Exponential Smoothing dalam Memprediksi Persediaan Suku Cadang Alat Berat Fauzi, Reza Dwi; Irawan, Muhammad Dedi
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38256

Abstract

Gudang Cahaya Harapan is a company that provides heavy equipment in the form of excavators, roller vibrators and road graders which will be rented to its partners for a certain period of time. Each fuel filter has various brands and has a different number or code for each heavy equipment. Manual data recording is very vulnerable to damage and loss. Because of problems like this, an information system with forecasting methods is needed that can help predict the inventory needed systematically based on fuel filter usage data during the previous period to help make fuel filter inventory reports more organized. The method used in this information system is a combination of the Double Moving Average method and the Double Exponential Smoothing method. The combination of the Double Moving Average and Double Exponential Smoothing methods can estimate the amount of fuel filtering used well, with a MAPE value of 0.15 (15%) which is considered good on the MAPE scale. This system will help Gudang Cahaya Harapan employees in stock management for future periods.
Implementasi Metode Supply Chain Management pada Sistem Informasi Manajemen UMSU (Universitas Muhammadiyah Sumatera Utara) Press Bebasis Web Nugraha, Satria Harum; Suendri, Suendri
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38257

Abstract

This study aims to improve management and distribution effectiveness at UMSU (Universitas Muhammadiyah Sumatera Utara) Press. UMSU Press is an institution that manages publishing and printing books by utilizing the creativity of the UMSU academic community as a skilled workforce. The main problem in the book publishing process is delays in book publication caused by miss communication between the client and the management of UMSU Press or the printer and the management of UMSU Press. The absence of a repository that functions as an archive makes UMSU Press not have a good track record due to a lack of attention to archive management, this is a secondary problem for UMSU Press to improve the reputation of UMSU Press. Clients who do not know the development process of book publishing and always ask about publishing developments are the final problem for UMSU Press. Supply Chain Management (SCM) is a method that integrates raw materials, production processes, and distribution processes by adjusting cost and time requirements. Laravel Framework is a website framework based on the PHP programming language with the concept of Model View Controller (MVC) which simplifies the process of developing information systems. To achieve good distribution and management flows, a system is needed that can help manage and monitor the development process of book publishing. By building a management information system using the Supply Chain Management (SCM) method using the Laravel framework, it can help reduce miss-communications that occur and increase the effectiveness of UMSU Press's performance, as well as help monitor the book publishing process so that clients can find out the progress of book publishing carried out by UMSU Press.
Comparative Analysis of Logistic Regression, SVM, Xgboost, and Random Forest Algorithms for Diabetes Classification Hidayat, Rahmat; Mahdiana, Deni; Fergina, Anggun
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38258

Abstract

Diabetes is a disease that can attack anyone, where this disease occurs because there is excessive sugar content in the human body. Therefore, prevention of diabetes is necessary so that preventive measures can be given as early as possible. In this research, a classification process will be carried out using the Random Forest algorithm, Support Vector Classification and XGBoost. This research will use a dataset which consists of 768 total data with a distribution of non-diabetic data of 500 and a distribution of diabetes data of 268. For the classification results after testing, the results were that classification using random forest obtained a testing accuracy of 79.22%, with using support vector classification gets a testing accuracy of 76.62%, using XGBoost gets a testing accuracy of 79.22% using Logistic Regression gets a testing accuracy of 80.52%. The best classification value is obtained when using the Logistic Regression algorithm, namely with a precision of 79.00%, recall of 77.00% and F1-Score of 78.00%.
Penerapan Sistem Pendukung Keputusan Dalam Memilih Supplier Menggunakan Metode Analytical Hierarchy Process (AHP) Mahdiania, Diania; Hasibuan, Muhammad Siddik
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38269

Abstract

PT. LSP (Langkat Sawit Hijau Pratama) is a palm oil factory, where palm fruit or palm kernels are processed into palm oil (unfinished crude oil) which can be further processed into cooking oil, industrial oil or fuel. To get the best crude oil, superior and quality palm oil is needed, so a Decision Support System is needed in choosing suppliers to maintain good quality palm oil. A decision support system (DSS) in selecting suppliers is important because the right supplier can have a positive impact on company performance. Using a Decision Support System (DSS) with the Analytical Hierarchy Process (AHP) method in selecting suppliers can increase efficiency and effectiveness in decision making, as well as help companies choose the right suppliers and have the potential to have a positive impact on company performance. This research aims to determine the performance of the Analytical Hierarchy Process (AHP) in the Supplier selection Decision Support System and utilize the Decision Support System using the Analytical Hierarchy Process (AHP) method in making decisions as part of the consideration in choosing the right supplier. The results of this research show that by comparing decisions with the Saaty theory, priority weightings for each criterion and sub-criteria are obtained consistently or CR < 0.1. Price Criteria (0.0699), Capacity Criteria (0.2289), Quality Criteria (0.5081), Arrival Criteria (0.1932). Having obtained the final score, the best supplier has been determined using the Analytical Hierarchy Processes method, namely the BEST supplier with a total of 0.5870, and the last position is the TANI9 supplier with a total of 0.0958.
Sistem Informasi Pemesanan Produk Teh Menggunakan Midtrans Payment Gateway Berbasis Android Haerani, Sintia; Fakhriza, M.
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38270

Abstract

The development of technology today is very rapid, thus encouraging people to use technology more developed. Nowadays, marketing systems and product promotion via the internet are experiencing rapid growth. Many companies use information technology as a corporate strategy to provide products to all consumers without limiting space and time. marketing of tea products carried out by PTPN IV is less efficient because it is only distributed in supermarkets and minimarkets. the lack of marketing to the public such as shop owners or wholesalers makes it difficult for consumers to reach these tea products, especially consumers who are far from supermarkets or minimarkets. by building a tea product ordering information system integrated with midtrans payment gateway. With the construction of this system consumers can make purchases directly to the center and can make direct payments with the payment methods provided by midtrans. this system can minimize existing problems related to ordering and marketing. This system allows the admin to easily manage marketing and ordering data. For consumers (users) can better maintain the security of order data.
Penerapan Algoritma Backpropagation untuk Prediksi Hasil Panen Padi di Kabupaten Labuhan Batu Utara Tbn, Ahmad Fauza Anshori; R., Rakhmat Kurniawan
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38318

Abstract

Rice is a food crop that has vital benefits and important benefits for human survival. Rice plants are often found in the surrounding environment, especially those living in rural areas. Farmers use various methods to continue to increase rice yields. However, in reality the rice harvest results are not stable from year to year, this is because farmers' businesses still depend on natural factors which have a risk of causing a high chance of crop failure, thus accumulating the risk of low income received by farmers, including in the Regency. North Labauhanbatu so a prediction is needed to find out the future picture of the rice harvest. Predictions are also made so that lowland rice production remains stable. One way that is often used to make predictions is to use artificial neural networks. Artificial Neural Networks (ANN) are designed based on the structure and function of the human brain as a model of intuitive imitation. In an artificial neural network there are a number of neurons. One network can connect to many other networks, and each connection (link) has a weight (weight). Prediction of rice harvest results in Kabuipatein Labuihan Batui Uitara using the backpropagation algorithm. The results of trials carried out with the Rapid Mineir architectural model software with an RMSEi amount of 0.403 +/- 0.000 in the implementation of backpropagation. The smaller the RMSEi (Root Meian Squiareid Eirror) the better the teirseibuit model.
Aplikasi E-Membership dengan Pendekatan Customer Relationship Management (CRM) pada Dialog Koffie Berbasis Mobile Nabila, Andini; Putri, Raissa Amanda
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i1.38319

Abstract

The rise of the coffee trend means that coffee shop entrepreneurs must be able to compete with other coffee shops. Dialog Koffie still uses a manual ordering system in its sales process, which causes problems such as duplicate orders and mixed order notes due to the large number of notes. Apart from the ineffectiveness of the ordering system, customers do not get the privilege of coming to Dialog Koffie frequently. This makes shop owners have to provide different services to satisfy their customers. In this case, a different business strategy is needed that has not been used by other coffee shops. Customer Relationship Management (CRM) is a model of approach to customers that is able to solve the problems above. By implementing CRM in the E-Membership application, customer loyalty will also increase because this system provides various features such as viewing menus and promos, place reservations, as well as a point system for every drink purchase, where the points are collected and can be exchanged for the menu the customer wants. The system that has been built can help shop owners maintain good relations between the shop and customers, get as many new customers as possible, and provide satisfactory service to customers by simplifying the ordering system and point exchange system that has been created.
a Implementasi Database NoSQL Berbasis Cloud pada Sistem Informasi Geografis Bantuan Dana Desa Kabupaten Deli Serdang Suendri, Suendri
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 5 No. 4 (2022): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v5i4.38329

Abstract

The purpose of this study is to implement the use of NoSQL cloud based database in the design of geographical information systems for the distribution of Bantuan Dana Desa disbursed by the government of the Republic of Indonesia, which is currently not owned by the Deli Serdang District Government, so that the distribution of Bantuan Dana Desa cannot be accessed by the wide community. The research method used is Research and Development (R&D) through the stages of Information Collection, System Design, System Validation, System Repair and Production Systems. This study produced a geographic information system to map the distribution of Bantuan Dana Desa in the Deli Serdang district by implementing a NoSQL cloud based non-relational database. Through this research, it can be concluded that NoSQL cloud based database is able to become one of the data storage solutions in the geographical information system of Bantuan Dana Desa in Deli Serdang district, the database using NoSQL has high flexibility, scalability because the data is stored in large amounts and continues to grow every year as long as the policy on Bantuan Dana Desa continues and has a High Performance compared to other relational databases.
Multigroup Analysis Keberterimaan Dosen dan Keberlanjutan Penerapan Aplikasi Pembelajaran Daring pada Perguruan Tinggi di Jakarta Widiarto, Setyo; Darmadi, Roby
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 2 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i2.38390

Abstract

As information technology develops and facilitates Internet access, universities are required to be able to optimize the use of online learning applications to support the teaching and learning process. The implementation of online learning applications after the COVID-19 pandemic for teachers still has some problems, such as preparing good learning content, the reliability of the supporting infrastructure, and the faculty's ability to understand all the features of online teaching.. This research aims to determine lecturers' acceptance of learning that utilizes online applications and its sustainability in the future. 100 respondents' data obtained from 27 universities in the DKI Jakarta area was tested using structural equation modeling (SEM) with multigroup analysis, resulting in the research conclusion that ease of use and access to e-learning are the dominant factors influencing lecturers' acceptance of online learning applications, which at the next stage will determine the sustainability of the use of information technology in the learning process in higher education. The actual condition variable for using the system influences the intention to reuse, while the other variables: perceived usefulness, ease of use, and attitude do not influence the intention to reuse. MGA analysis resulted in no difference in the influence between the male and the female group on the relationship between the variables studied.

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