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Program Studi Teknik Informatika Universitas Pamulang - Kampus Viktor Lt. 6 Jalan Raya Puspitek No. 46 Buaran, Serpong, Tangerang Selatan, Banten, Indonesia
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Jurnal Teknologi Sistem Informasi dan Aplikasi
Published by Universitas Pamulang
ISSN : 26543788     EISSN : 26544229     DOI : https://doi.org/10.32493/jtsi
Core Subject : Science,
Computer Science & IT
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.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 32 Documents
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Search results for , issue "Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi" : 32 Documents clear
Penerapan Metode Naïve Bayes dan Weighted Product untuk Prediksi Lanjut Studi Peserta Didik Kurnia, Muhammad Dahlan; Tukiyat, Tukiyat; Makhsun, Makhsun
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

The low interest of students at the Hidayaturrohman Teluknaga Foundation to continue their education from MTs Hidayaturrohman to Hiro High School makes it necessary to look for the factors causing this lack of interest. This study aims to combine the application of advanced study predictions of students using the naïve Bayes method and the application of ranking with the weighted product method. The data for this research object are graduates of MTs Hidayaturohman in 2022. The research sample is 322 data. The data collection method is in the form of secondary data, namely students graduating from MTs Hidayaturrohman in 2022. The attributes used to assess factors for graduates of MTs Hidayaturrohman to continue their studies at Hiro High School consist of 5 attributes, namely hobbies, modes of transportation, parents' income, distance from home to school and school test scores. In the study, 322 data were divided by 85% (273 data) for training data and 15% (49 data) for testing data. The results showed that the Naïve Bayes method could be applied in predicting the further study of students from MTs Hidayaturrohman to Hiro High School. This is evidenced by the accuracy test using the confusion matrix with an accuracy value of 71%. Where from 49 testing data it is predicted that 34 data with advanced results and 15 data with moving results. Furthermore, data ranking using a weighted product was carried out on 316 data, where 50% of the data (158 data) with the highest vector value v entered advanced ranking and the rest entered moving ranking. The 50% figure is in accordance with the expectations of Hiro High School, namely that as many as 50% of MTs Hidayaturrohman graduates continue on to Hiro High School. Then the highest vector v value is 0.005945284 for parent number 19207207 and the lowest vector v value is 0.001552376 for parent number 19207219.
Tata Kelola Sistem Informasi Jadwal Praktik Dokter Berbasis Web dengan Menggunakan Framework Laravel Hendiawati, Yupitasari; Abdussalaam, Falaah; Gunawan, Erix
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Doctor Practice Schedule is one of the important components needed in every health care facility. Scheduling that is fairly conventional by still using Ms.Excel, as well as the lack of accurate information about the schedule of which doctors are practicing or doctors whose services are full become obstacles for patients who will seek treatment. Therefore, it is proposed to design an information system to improve the quality of service more effectively and efficiently. The design of this web-based doctor schedule information system aims to make it easier for patients to see information on doctor practice schedules and appointments digitally. This research uses qualitative research with a descriptive approach. The development method used is the waterfall model with data collection techniques through observation and literature study, which is designed using the PHP programming language with the Laravel framework and MySQL as a storage database. The results of this study, with a website-based system, patients and prospective patients can see the doctor's practice schedule and appointment online anytime, anywhere and by anyone through a browser such as google chrome connected via the internet network. So that patients do not need to come to the hospital if they only want to see the doctor's schedule.
Sistem Informasi Pariwisata Wilayah Danau Ranau Berbasis Website Khotimah, Indah Husnul; Fatmasari, Fatmasari; Yulianingsih, Evi; Nasir, Muhammad
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

The lake Ranau is one of the tourist attractions for tourists, sometimes it is difficult to reach information via the web page. Web-based information systems are needed both for citizens and for tourists to know which tourist attraction is on their way. Lake Ranau Tours have recently become one of the most outstanding Tours in south Sumatra because of the annual national events held on lake Ranau. A few articles on these Tours on some local platforms, leaving some visitors with complete information on lake ranau Tours, hence a tourist information system is necessary for one of the tourist media to know information about tourist attractions, lodgings, tourism Tours, and some of the annual events on lake ranau Tours. In this research, Design Thinking is used as a system development method and UML (Unified Modelling Language) is used as a system design. Design Thinking methods help researchers to do systematic research, since structured methods make researchers easier. In addition to some of the features on this website such as fire maps, youtube videos on Tours, accommodating information, and so on will be helpful to tourists on lake Ranau.
Penerapan Algortitma C4.5 untuk Klasifikasi Sentimen Masyarakat terhadap #RUUKUHP pada Twitter Vusuvangat, Imam; Kurnia Gusti, Siska; Syafira, Fadhilah; Novriyanto, Novriyanto; Insani, Fitri
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Social media, especially Twitter, has developed into an important tool for people to share their opinions and feelings widely. Users often use hashtags to share messages related to certain topics. Some of the issues that lead to the need for sentiment analysis of the Draft Criminal Code are social impact, Public disapproval, Potential legal uncertainty, Potential abuse, Support and criticism. By conducting a sentiment analysis of the draft Penal Code, the government and policymakers can better understand the views of the public, identify possible problems and address them, and make necessary improvements or clarifications to the draft law. This can help ensure that the draft Penal Code has greater public support and adheres to good legal principles. The classification of public responses to this hashtag provides a significant snapshot of public attitudes and perspectives. This study aims to classify public sentiment towards the RUUKUHP hashtag on the Twitter platform using the C4.5 algorithm. This study uses a collection of tweets with the hashtag RUUKUHP which are manually categorized into two and three sentiment categories, namely positive, negative and positive, negative and neutral. In this study, data preprocessing is carried out before training the model which includes removing links, special characters, removing stopwords, and word tokenization. Furthermore, this research uses text representation methods such as TF-IDF to extract features from the tweet text and convert them into numerical vectors used by the C4.5 algorithm. After training the classification model using the C4.5 algorithm with the classified dataset, it evaluates the performance of the model with the metrics of accuracy, recall, precision, and F1 score. Experimental results using 2 categories of Negative and Positive show that the model applied with the C4.5 algorithm achieved an accuracy of 96.6% with a recall of 96.6%, a percision of 97.1% and an F1 score of 96.8. And experiments using 3 categories of Negative, Positive and Neutral achieved an accuracy of 67%, a recall of 67%, a precision of 65%, and an F1 score of 66%. Thus it can be concluded that the results of the RUUKUHP hashtag sentiment classification with 2 class predictions are more relevant than 3 sentiment class predictions with a value reaching 96.6%.
Visualisasi Data Pemetaan Daerah Hipertensi Menggunakan Algoritma K-Means Arbi, Haris Andika; Putri, Raissa Amanda
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

According to data from the Ministry of Health in 2019, the number of hypertension patients continues to rise and is projected to reach approximately 1.5 billion by 2025. Additionally, an estimated 9.4 million people die each year due to hypertension and its complications. The current challenge is the difficulty faced by the public in understanding the information contained in the data, leading to a decrease in awareness of the importance of maintaining health to prevent and control hypertension. This research proposes the use of the K-Means clustering algorithm with spatial data visualization techniques to communicate information from the data more effectively to the public. The proposed method allows the K-Means clustering algorithm to group regions based on hypertension characteristics such as prevalence and risk factors, while spatial data visualization techniques are used to display the data in the form of a geographic map of hypertension areas. The results of applying this method show that the K-Means clustering algorithm produces five clusters that reflect different characteristics of hypertension, and spatial data visualization techniques generate a geographic map of hypertension areas with five different colors representing the highest to lowest characteristic groups of hypertension. This research provides a clear and easily understandable way to communicate information from the data, thereby assisting the public in efforts to prevent and control hypertension and its risk factors.
Evaluasi Usability Aplikasi Ibis Paint X Menggunkan Metode System Usability Scale dan User Experience Questionnaire Asmasudirdja, Amalia Zaini; Mayatopani, Hendra
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Ibis Paint X is a drawing application that is quite in demand, because it has been downloaded by more than 100 million users with around 1.9 million reviews on the Google Play Store. Until now, there has been no research on the usability evaluation of  the  Ibis Paint X application, so there may be some unknown usability problems. This study aims to evaluate  the usability of  Ibis Paint X as a digital drawing application that is quite in demand. In evaluating the usability of Ibis Paint X, two usability measurement methods are used, namely the System Usability Scale (SUS) and the User Experience Questionnaire (UEQ). The purpose of using two methods to evaluate  the usability of the Ibis Paint X application is to obtain more in-depth evaluation results from two points of view of the usability evaluation method of an application. The evaluation process was assessed by 122 respondents using the Ibis Paint X application. Based on the evaluation results of the SUS method getting a score of 68.69, judging from the interpretation of the SUS score which has 4 categories, it can be concluded that Ibis Paint X gets a "C" predicate in the grade scale category, is considered "OK" in the adjectives rating category, including "Marginal" in the category  acceptability ranges, and have users who are "Passive" in the NPS category. For the evaluation results, the UEQ method has positive results as a digital drawing application because each category of UEQ methods, namely attractiveness, perspicuity, efficiency, dependability, stimulation, and novelty, has an average value of more than 0.8.
Perancangan Sistem Informasi Akuntansi Pengeluaran Kas pada Balai Besar Standardisasi dan Pelayanan Jasa Industri Selulosa Bandung dengan Metode Waterfall Apriliani, Fitria; Aditiarno, Ratnanto; Sufyana, Candra Mecca
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Through this research, it can be seen that the Center for Standardization and Services of the Cellulose Industry uses the SAKTI application in processing cash expenditure data. The SAKTI application itself was made by the Directorate General of Treasury where the application is used by all accounting entities and reporting entities of State Ministries or Institutions including the Center for Standardization and Cellulose Industry Services. This causes problems slowing down access to the SAKTI application due to the large number of entities using the SAKTI application at the same time. Therefore, a companion system planning is made in addition to the main system that is already running with the aim of making it easier for the expenditure treasurer to process cash expenditure transactions when the main system is experiencing problems. The methods used in the study include qualitative methods with descriptive characteristics. The data collection methods used include conducting observations, direct interviews and conducting literature reviews. Research design techniques using waterfall method  with Microsoft Visual Studio software. The design of the cash disbursement system created can help the finance department in processing cash expenditure transactions easily, quickly and accurately.
Rancang Bangun Sistem Informasi Akuntansi Penggajian Karyawan dengan Menerapkan Metode Waterfall Salsabila, Megaranti; Aditiarno, Ratnanto; Sufyana, Candra Mecca
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Based on research conducted that the Center for Standardization and Services of the Cellulose Industry has fully used a computerized system, namely the Central Civil Servant Salary Application (GPP). However, there are obstacles related to the system where there are often system updates that take a lot of time, thus hampering the salary calculation process. Referring to these problems, this study focuses on improving the employee payroll system that is more optimal and the system is able to provide convenience in controlling employee perfomance activites using the waterfall method. The waterfall method includes 5 stages including system requirements analysis, design, program code generation, testing and support or maintance. The waterfall methors has a sequential process and has a clear and detailed flow, so that unmet system needs will be analyzed indepth to be developed into a system that is in accordance with what is expected and on target. So the final result by applying the waterfall method to the system design made is the processing of employee payroll data more quickly and effectively and helps those who need information as quickly as possible.
Pengembangan Sistem Informasi Rekomendasi Pemilihan Batik Klampar, Pamekasan Berbasis Chatbot Menggunakan Chatbase Website Dellia, Prita; Saputro, Sigit Dwi; Effindi, Muhamad Afif; Dwi Prasetyo, Mochamad Habibie; Detina, Hurin In Liaf; Setiyawati, Ira; Astutik, Renny Puji; Puspta G, Charlista Angel
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

This research discusses the development of a recommendation information system to make it easier for customers to select and purchase Klampar batik in Pamekasan. This process is often complicated because it involves many factors such as various motifs, quality and prices of batik on the market. To overcome this challenge, we developed a chatbot-based system using the Chatbase Website platform. This approach involves a preliminary study to identify customer problems, an analysis of their needs, and a literature review of current recommendation systems and chatbot technology. This research designs the architecture of a web-based chatbot system, determines a recommendation algorithm based on customer preferences, and integrates a database containing information on various motifs, prices and quality of Klampar batik. Next, build a user-friendly website and chatbot, train a recommendation model with historical customer data, and integrate the system with social media and popular messaging services to reach more customers. This research conducts system testing to ensure optimal performance and evaluates customer responses to chatbot recommendations. The results show that customers feel more confident in choosing Klampar batik after using this system. Additionally, the system also provides manufacturers with insight into customer preferences, which can be used to improve their production and offerings. This research concludes that the development of a chatbot-based Klampar batik recommendation information system with the Chatbase Website can overcome initial problems in selecting batik in Pamekasan.
Perancangan Sistem Informasi Pengarsipan Customer Information File (CIF) di Bank BTN KCP Margahayu Fauziah, Sri Tati; Aditiarno, Ratnanto; Sufyana, Candra Mecca
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 4 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Customer Information File (CIF) is information that contains customer data, both personal and institutional. The purpose of this research is to create a CIF filing information system at Bank Tabungan Negara Margahayu Sub-Branch Office. Information collection is using qualitative methods, with a descriptive approach, namely conducting observations, interviews and literature studies. The results of research that has been conducted by researchers at Bank BTN KCP Margahayu Bandung with the existence of this CIF filing information system can help better manage CIF archives to make it easier to find the existence of CIF qssuickly and precisely. Customer service will input customer data which will then check the existence of the CIF to carry out a transaction. And the output of this system is the result of checking by customer service and a CIF report to the head of the sub-branch. So it is very easy to manage CIF using this information system compared to searching and checking manually which takes a very long time and is less accurate.

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