bluuebunny/crossref_metadata_2025 huggingface dataset:
Implementasi Aplikasi Mobile Contactless Order oleh Start-Up Mahameru Innovation (Manova) pada Restoran dan Kafe
Authors: Nugroho Adhika Bergi
Published: January 2023

The development of mobile applications is changing people's lifestyles. In their daily life, humans cannot be separated from the availability of gadgets. This opportunity has led many startups to develop mobile-based applications to provide practicality. Contactless Order will bring a new lifestyle for people in ordering food from restaurants when the pandemic is still hitting Indonesia. Contactless Order is believed to use the current system used in restaurants and cafes for ordering services. So that Manova must make a strategy to introduce Contactless Order to its potential customers and determine the market to enter. The conceptual framework of this research was built from analyzing environmental conditions (internal & external factors). External factors consist of an analysis of the industrial environment in which there is a political, economic, sociocultural, and technological environment (PEST) and an analysis of Porter's Five Forces to find out the opportunities and threats faced by Manova. Internal analysis consists of Manova's human resources, supply chain activities and core competencies of Manova's human resources to determine its strengths and weaknesses. After analyzing the industry environment, Manova can create a differentiation strategy that will make the ordering service different and more attractive from similar competitors. For the implementation of the Contactless Order, it is necessary to improve the condition of financial management, including the management of the financial system. Human resources include and increase the quantity of employees. Improvement of after-sales service improvement, and efficiency of operational activities. Improvements in marketing conditions include improving Manova's reputation, and building customer loyalty by providing the best quality service
Peningkatan Keterlibatan Peserta Didik pada Pembelajaran Jarak Jauh dengan Menggunakan Fitur Lesson Quizizz
Authors: Maspupah Asri , Wulan Sri Ratna
Published: January 2023

The implementation of distance learning in Informatics Engineering has many problems, one of which is the lack of student engagement during learning. The purpose of this study is to improve student engagement by using a feature called Lesson in Quizizz. Lecture teaches on video teleconference and instructs students on Lesson in Quizizz to interact and give feedback about the lesson. The survey method is the research method used for this study. At the end of the semester, students are given a questionnaire regarding increasing interest in learning with conventional methods and the Lesson Quizizz added. The results showed that the student engagement using the Lesson Quizizz features increased by 4.5% compared to conventional learning. Indicators of student engagement have a high increase along with the improvement of student concentration. Thus, Quizizz can encourage students who usually are not active in class
Perbaikan Citra Noise dengan Menggunakan Algoritma World Cup Optimization
Authors: Laurika Elsa
Published: January 2023

At this time the use of computer technology has grown rapidly and in society. Most people use it not only for commercial purposes, but also to get disease detection information quickly and efficiently with computer-based applications. The world cup optimization method aims to reduce noise by determining the kernel matrix and works by replacing the intensity value of each input image pixel with the average of the kernel weighted value for each neighboring pixel and the pixel itself. In the process of reducing the kernel size noise greatly affects the image quality results. This research has produced an application program to reduce noise with world cup optimization. The test image used in this study uses a color image. The image is input and displayed on the program
Analisis Trending Topik Twitter dengan Fitur Ekspansi FastText Menggunakan Metode Logistic Regression
Authors: Ramadhy Izzan Faikar , Sibaroni Yuliant
Published: January 2023

Twitter is a social media that contains information such as the latest news, a person's biography, and tweets from users. Twitter has a feature called trending topics that serves to find out information on certain topics that are currently popular. In fact, it is often difficult to understand what trending topics are happening. Therefore, it is necessary to classify trending topics into a general category. This study aims to analyze and classify Twitter topic trending information by dividing several topic trend labels using the FastText expansion feature method. The FastText expansion feature is used to reduce vocabulary mismatches in a tweet. The classification process of this system will use the Logistic Regression method. The best results were obtained in this study using test data scenarios, 90:10 training data with 76.39% accuracy. The most discussed trending topic from September 2021 to October 2021 was politics with a percentage of 15.83%, followed by religion 12.64% and technology 10.42%
Analisis Jaringan Saraf Tiruan dengan Backpropagation pada korelasi Matakuliah Pratikum Terhadap Tugas Akhir
Authors: Sari Hanifah Urbach , Windarto Agus Perdana , Damanik Irfan Sudahri
Published: January 2023

Backpropagation is one of the methods contained in a neural network that is able to train dynamic networks using mathematical knowledge based on architectural models that have been developed in detail and systematically. Backpropagation itself is able to accommodate a lot of information that serves as a useful experience. The purpose of this research is to make it easier for AMIK Tunas Bangsa Pematangsiantar students to determine the topic of their final project with practical value so that they can do their final project quickly. So the authors conducted research using correlation in determining the topic of the final project. The data in this study were obtained directly from the AMIK Tunas Bangsa Education academics in Pematangsiantar City. The data used uses data on practical grades of AMIK Tunas Bangsa Stambuk students 2017 from semester 4 to semester 6. There are 5 network architecture models used in this study, namely 5-1-2, 5-6-2, 5-8 -2, 5-10-2, and 5-12-2. From the results of trials conducted with MATLAB software, the best architecture is the 5-1-2 model with an accuracy of 47%. Based on this background, it is hoped that the research results can help students in determining the topic of the final project
Implementasi Algoritma Decision Tree Cart Untuk Merekomendasikan Ukuran Baju
Authors: Oktavirahani Frida Alifia , Maharesi Retno
Published: January 2023

The development of technology that is advancing rapidly today encourages the emergence of buying and selling processes that can be done online. The many conveniences that are felt in the process have made many people switch from buying and selling conventionally to buying and selling online. Clothing is one of the primary human needs that do not escape online sales. However, the obstacle experienced was when choosing the size, because when buying online the buyer could not try on the clothes, thus creating doubts in choosing the size of the clothes that matched the buyer's body size. Therefore, this study develops a smartphone-based application that is used to recommend clothing sizes. The stage that is passed to get the results, namely, the data training process will be carried out on the dataset used. Furthermore, it takes determinant variables that affect the size of a person's clothes, namely gender, weight, height, and body shape to be able to make predictions using previously trained datasets. The result of this study is a smartphone-based application that is useful for recommending clothing sizes. The test results using the Confusion Matrix for 21 test data taken randomly from 207 training data, showed an accuracy rate of 67%.
Aplikasi IoT Pada Sistem Monitoring Cairan Infus Berbasis Raspberry PI
Authors: Marfin Marfin
Published: January 2023

In the medical world, the role of intravenous fluids is very important because it can support the patient's treatment process. However, at this time, the comparison of medical personnel with the number of patients often finds that the installed infusion fluids are not properly monitored by the officers, thus affecting the healing process and satisfaction of patients and their families. On the other hand, rapid technological advances can be used for all fields including medical, therefore the researchers made a smart device that utilizes a photodiode [1] as a sensor to detect intravenous fluids and can provide information to medical staff in real time via smartphone devices. [2]. This device utilizes the Raspberry PI board as a data processor and executor of the data received from the sensor. Raspberry PI itself is a smart device that can process data to data execution because it is equipped with a GPIO pin that can be connected to other external devices [3]. With the design of this device, officers get information on the installed infusion fluids starting from the drip, the discharge to the drip rate. In addition, if the infusion fluid is about to run out, the officer's smartphone will give a notification in the form of vibration and ringing so that the officer can act quickly and precisely
Rancang Bangun Kontrol Penerangan Jalan Umum Tenaga Surya yang Dilengkapi Informasi Kondisi Lampu dengan Bantuan Internet of Things
Authors: Arganata Emon Rivai , Pambudi Wahyu Setyo , Suheta Titiek
Published: January 2023

Kebutuhan energi listrik sekarang sangatlah besar pada akhir tahun 2018 pembangkit listrik di Indonesia mencapai 64.924,80 MW yang terdiri dari pembangkit PLN sebesar 40.814,92 MW dan yang tidak berasal dari PLN sebesar 24.109,89 MW. Di bandingkan dengan tahun 2017 sebesar 62.202,94 MW.Maka dari itu kita membutuhkan energi alternatif terbarukan seperti energi panas matahari. Pemerintah terus berupaya mengejar target energi baru terbarukan (EBT) 23% hingga tahun 2025. Hal itu di wujudkan dengan menggalakkan program PJU di seluruh desa Indonesia.Penelitian ini berisi tentang konsep perancangan, objek penelitian, metode pengumpulan data, metode perancangan dan jadwal penelitian yang akan dilakukan dalam penelitian ini. Dalam bab ini juga dibuat kerangka flowchat alur penelitian untuk acuan dalam melakukan penelitian. Dari pengujian alat yang dilakukan maka dihasilkan konsumsi daya yang dapat diketahui dengan menghitung watt yang dipakai untuk menyalakan beban lampu,serta membandingkan watt pengujian pertama dan pengujian kedua. Metode fuzzy logic dapat berfungsi dengan baik pada saat digunakan untuk mencari nilai optimal pada rancang bangun kontrol penerangan jalan umum tenaga surya yang dilengkapi informasi kondisi lampu dengan bantuan Internet Of Things.
Penerapan Metode Prototyping Pada Perancangan Sistem Layanan Pengaduan Berbasis Website
Authors: Aldisa Rima Tamara , Arofi Afif
Published: January 2023

Complaints are submissions in providing suggestions, complaints, reports on events, circumstances and conditions that are not in accordance with standards and regulations. the goals and interests of system users here, the community is an important priority for updating better services for the future, system user satisfaction is needed by the relevant agency or company to provide maximum service. With the creation of this system, it is intended that system users have no difficulty in making complaints or reporting on events that have occurred. By designing a complaint service system with the prototyping method so that system users can immediately make complaints, reports and do not have to come directly to the agency or company. This website will follow up on problems that have occurred and will be given status information whether it has been resolved or not.
Sistem Pendukung Keputusan Penerima Beasiswa Program Indonesia Pintar Menggunakan Metode Algoritma K-Means Clustering
Authors: Darlinda Darlinda , Utamajaya Joy Nashar
Published: January 2023

SDN 020 PPU is one of the elementary schools that receive scholarships from the Program Indonesia Pintar (PIP) every year. The Smart Indonesia Program is a collaboration of three ministries of Kementerian Pendidikan dan Kebudayaan (Kemendikbud), the Kementerian Sosial (Kemensos), and the Kementerian Agama (Kemenag). Program Indonesia Pintar is designed to help school-age children from poor/vulnerable/poor priority families continue to receive education services until they finish secondary education, either through formal education (starting from SD/MI to graduating from SMA/SMK/MA) through this program the government seeks to prevent students from the possibility of dropping out of school, and is expected to attract dropouts to return to continue their education. Based on the results of the evaluation of the implementation of data processing, there are problems in distributing scholarships because there are often complications in proposing the eligibility of scholarship recipients. With these problems, a decision support system is needed to assist the school in determining scholarship recipients using the k-Means clustering algorithm method using Rapidminer studio version 9.10. This study uses 236 student data at SDN 020 PPU which consists of 5 research variables, namely Name, Number of Dependent Parents, Report Value, Occupation and Total Income of Parents. Based on the results of data processing, there are 70 data including cluster 1 with scholarship recipient status right on target, then 118 data including cluster 1 with scholarship recipient status not being targeted. and 48 data belonging to cluster 2 with scholarship recipient status not on target
Deteksi Berita Palsu Menggunakan Metode Random Forest dan Logistic Regression
Authors: Ramadhan Nur Ghaniaviyanto , Adhinata Faisal Dharma , Segara Alon Jala Tirta , Rakhmadani Diovianto Putra
Published: January 2023

Fake news is information that is presented incorrectly or falsely. Of course, if the spread of fake news continues, it can result in wrong knowledge of the information obtained. One of the efforts to prevent the spread of fake news is by detecting whether the news is genuine or fake in order to provide an explanation to the readers of the related news. This study aims to detect fake news using a supervised learning random forest model. The news dataset used contains 6256 rows of titles that have a fake or real class. The dataset first goes through a cleaning, tokenization, and stemming process to break sentences into words. The results obtained using the random forest model of 84%, this result is higher than using the logistic regression model of 77%.
Evaluasi Layanan Sistem Informasi GO PPU Menggunakan Metode Pieces Framework Pada Disdukcapil Penajam
Authors: Ilda Ilda , Utamajaya Joy Nashar , Setyaningsih Erlin
Published: January 2023

The Population Administration and Civil Registration Services provided by the Government to the Community are actually the result of thinking that follows the current relevant era. Along with the development of modern times, the Dukcapil District Office. Penajam Paser Utara presents innovations in public services provided through the GO PPU application. The involvement of the GO PPU application in public services in the field of population administration in North Penajam Paser Regency is the result of research from the previous population system. Therefore, the researcher tries to find out the performance system with the PIECES framework method which has six indicators of Performance, Information and Data, Economics, Control and Security, Efficiency, and Service. The purpose of this study is to determine the main purpose of the agency to satisfy users of the service. By using PIECES as a tool to analyze the system, a detailed and comprehensive system will receive special attention, so that the strengths and weaknesses of the system can be known to later be used as a reference for the company's progress in the future. 98, it can be categorized as users who feel SATISFIED with the GO PPU information system service
Penerapan Metode Pieces Framework Sebagai Evaluasi Tingkat Kepuasan Pengguna Aplikasi Seabank di Balikpapan
Authors: Sakir Nurhalisa , Jaya Joy Nashar Utama , Wahyuni Nuorma
Published: January 2023

SeaBank is a digital banking application that helps the people of Balikpapan carry out financial activities ranging from saving to payments anytime, anywhere via mobile phones. SeaBank's first product was a savings account. This makes it easy to manage your daily financial activities and provides savings in accounts with high interest rates. The SeaBank application can be installed on smartphones such as Android and iOS. Just connect to the internet and access SeaBank and you are ready in minutes. The SeaBank application has many menus, including: The SeaBank application needs to identify problems to find out how satisfied users are with the SeaBank application. One of the evaluation methods is the PIECES method (performance, information, economy, control, efficiency, service). You can determine user satisfaction for each domain based on the PIECES method, which consists of performance, information, economy, control, efficiency, and service in measuring user satisfaction for SeaBank applications. Equal performance. A value of 4.36 receives a value of 4.28, the economy receives a value of 4.35, controlling a value of 4.34, streamlining a value of 4.31 and services of a value of 4.22. So that the average value obtained is 4.31, it can be categorized as satisfied users. The SeaBank application plays a big role in increasing user satisfaction for the SeaBank application and provides satisfaction and positive feedback to application users
Evaluasi Kinerja Sistem Informasi Aplikasi Shopee Menggunakan Metode PIECES Framework
Authors: Melinda Putri , Jaya Joy Nashar Utama , Hermawansyah Adi
Published: January 2023

Currently, the competition for E-commerce platforms is getting tougher since the outbreak of the covid-19 pandemic, so many E-commerce companies are faced with various opportunities and threats both from within and from abroad. The use of the Shopee Application as an object of research is because Shopee is most accessed by young people where in 2021, according to the author, the Shoppe Application will experience a problem if it is used simultaneously when holding a big sale campaign. This study aims to measure the relationship between System Performance Evaluation using the PIECES framework method which includes 6 dimensions of performance, information, economics, control and security, efficiency, and service variables on Shopee's E-commerce Applications, which aims to determine the level of Application System Performance in terms of weaknesses, strengths and analyze what components need to be improved. This study uses the PIECES Framework method in analyzing data, the use of the PIECES framework method is very suitable in analyzing each system variable under study because it can provide real results on the effectiveness of the system used by the company. User satisfaction with mobile application-based services is measured by the PIECES framework to determine the level of user satisfaction with services. The results of research using the PIECES Framework resulted in an average score of 4.26 with a Likert scale. So service users are categorized as PUAS for the Shoppe application information system service
Analisis Node Dengan Metode Degree Centrality Dan Follower Rank Pada Tagar Twitter
Authors: Talapessy Erits , Hendry Hendry
Published: January 2023

Twitter is one of the most popular social media platform as a means of information and interaction with other people. Since its launch in 2006, Twitter has been classified as a microblogging site. Data in the form of node analysis (actors) on Twitter can be analyzed using a social network analysis method approach. This study was designed to analyze data on tweet containing the hastag “#LuhutPenghisapDarahRakyat”. This analysis uses the degree centrality method to identify influential nodes (actors) and the follower rank method to find popular nodes (actors). The data were 2803 nodes and 8030 edges data was taken from November 6,2021 to November 7,2021. The results show that the @arthan38836243 account is the actor with the higshest degree centrality value, which is 265 and the @teriwinarno account is the actor with the highest popularity value or follower rank, which is 0.988081224. This shows that influential actors are not necessarily the same as popular actor. This studt that among the 10 main actors with the highest degree centrality value, one of the actors was a buzzer account on Twitter
Efektivitas Sistem Informasi Kesejahteraan Sosial Next Generation di Kelurahan Gunung Seteleng Menggunakan Framework TAM
Authors: Wati Fatma , Utamajaya Joy Nashar , Pratama Aditya
Published: January 2023

The Next Generation Social Welfare Information System (SIKS-NG) is a management application for the process of improving and proposing a new Integrated Database (BDT) in which there is also a module for improving and proposing non-PKH Food Social Assistance (BSP) data in the Gunung Seteleng village.This study aims to measure the effectiveness of the SIKS-NG information system in the Gunung Seteleng village whether the use of the information system has been running effectively or not. The research model used is the Technology Acceptance Model (TAM) with 4 constructs.From the measurement results, it is found that the PEOU variable (ease of use) with a percentage value of 68.33% is included in the Effective category, the PU variable (perception of usability) with a percentage value of 67.74% is included in the Effective category, the ATU variable (use attitude) with a value of 67.74%. the percentage of 66.81% is included in the effective category, and the ACC variable (use satisfaction) with a percentage value of 68.22% is included in the effective category, so it can be concluded that the overall research results of each variable measuring the effectiveness of the SIKS-NG information system in the Gunung Seteleng village are in the Effective category
Tempat Sampah Otomatis Berbasis Mikrokontroler Arduino
Authors: Sanjaya Handika , Daulay Nelly Khairani , Trianto Juni , Andri Refdi
Published: January 2023

Waste management that is not integrated well causes a lack of public interest in disposing of garbage in its place. The impact caused can disrupt the health and cleanliness of the environment. Environmental cleanliness is an important thing that must be considered, a clean environment makes us feel serene and comfortable so it is very important to grow awareness in maintaining environmental cleanliness by disposing of garbage in its place. The method used in this study is the design of the tool, with the needs of analysis, field circuit, tool making, testing and analysis tools. It needs innovation in today's hygiene system technology, one of which is making automatic trash cans to be more efficient in its use. By utilizing technology in its controlling system. A microcontroller-based automatic trash can be made to open and close the box automatically by using the Distance Sensor Control (Ultrasonic) and the servo motor function as the drive cap automatically. Automatic trash can with a microcontroller-based ultrasonic sensor can detect movements with a distance of 30 cm after it automatically servo open the garbage box lid, and delay for 5 seconds
Analisis Kepuasan Aplikasi Anjungan Pasien AWS Berbasis Website Menggunakan Metode WEBQUAL 4.0
Authors: Usman Usman , Jaya Joy Nashar Utama , Pratama Aditya
Published: January 2023

The use of the Website-based AWS Patient Pavilion application that has been implemented by Abdul Wahab Syahrani Hospital in providing services is one example or form of information technology advancement. To find out the quality of a Website-based application that has been implemented by the hospital, it is necessary to take measurements. By measuring the quality of the AWS Patient Pavilion Website, it is possible to know the level of satisfaction based on the perception of the end user.In this research, the researcher uses the WebQual method which has been modified by adding user satisfaction variables with three main dimensions of WebQual 4.0, namely Usability, Information, Service Interaction. This research was conducted at Abdul Wahab Syahrani Hospital. Data was collected by using questionnaires. The population of this study were patients who were in a halfway house as users of the AWS Patient Pavilion Website. The results of this research are suggestions for website development
Penerapan Metode Pieces Framework Dalam Analisis Tingkat Kepuasan Pengguna Layanan Aplikasi Livin by Mandiri
Authors: Susanti Susanti , Canta Dila Seltika , Hadisaputro Elvin Leander
Published: January 2023

Livin by Mandiri is an official mobile banking application from Bank Mandiri to make it easier for customers to get online banking services. The Livin by Mandiri application can be installed on user smartphones such as IOS and Android. Users only need to connect and access Livin by Mandiri, then all banking matters can be completed in minutes and there are many menus provided in the Livin by Mandiri application such as transfers, payments, top-ups, e-money, cash withdrawals, QR, E-mail. Wallet, savings and time deposit info. With the Livin by Mandiri application, it is necessary to identify problems to find out how satisfied users are with Livin by Mandiri. The method that can be used in evaluating it is by using the PIECES method (Performance, Information, Economic, Control and security, Efficiency, Service). Based on the PIECES method in measuring the level of satisfaction with users of the Livin By independent application. This study aims to measure the level of user satisfaction with the system applied. Based on the results of the average calculation with the domains of Performance, Information & Data, Economics, Control & Security, Efficiency, and Service, the satisfaction level was obtained with a value of 4.29 which means that the use of Livin by Mandiri Application services in the North Penajam Paser Regency area can be concluded that the level of service users' satisfaction with the Livin by Mandiri application is included in the VERY SATISFIED category
Analisis Kepuasan Pengguna Aplikasi Lazada Masyarakat Penajam Menggunakan Metode Pieces Framework
Authors: Jakaria Jakaria , Utamajaya Joy Nashar
Published: January 2023

Lazada is one of the most popular mobile-platform-based e-commerce in Indonesia today with more than 100 million downloads. During the current COVID-19 pandemic, the Lazada application can be a very helpful application to meet user needs without having to leave the house. In this study, evaluation activities were carried out on a Lazada information system to assess whether the Lazada application used was able to meet the needs of its users, namely Lazada application users. In conducting an analysis or evaluation of a system, it is carried out with an analytical model. Data collection uses the PIECES Framework method, data calculation uses a Likert scale, and determines the average satisfaction. Based on the calculation results, it is known that the PIECES method can be seen in almost every variable getting results (PUAS).
Penentuan Kegiatan Ektrakulikuler Sesuai Bidang Olahraga Berdasarkan Minat dan Bakat Siswa Menggunakan Metode Profile Matching
Authors: Efendy Alwin Wahyu Pradita , Devi Putri Aisyiyah Rakhma
Published: January 2023

In the world of education, educators should not only prioritize academic abilities but non-academic abilities must be considered so that students can recognize their potential since sitting in school. The existence of optimizing the potential of students, it will form a superior generation that can be globally competitive so as to produce better conditions for the life of a country. Many students have certain talents, but not all of them want to hone and know their talents. participating in extracurricular activities is one form of effort, which acts as an introduction and development of students' potential to support the future. By being directed according to their field of talent so that there are no more students who are wrong in determining extracurricular activities. the application of the Profile Matching Method to the Talent-Based Sport Extracurricular of Sunan giri Junior High School Students can optimize the potential development of each student with the right and optimal percentage value
Analisis Kepuasan Pelayanan Go-Food dengan Menggunakan PIECES Framework pada Mahasiswa/i STMIK BI
Authors: Putri Arni Septiana , Jaya Joy Nashar Utama , Akbar Hafes Aria
Published: January 2023

In this modern era, transportation is one of the most important means of transportation in daily activities, especially in urban areas. This study focuses on analyzing the level of satisfaction of GoFood users or consumers, especially those who use GoFood services at STMIK BI Balikpapan. The results of the PIECES analysis are in the form of documents that become recommendations for improvements to be made to the system and then developed to improve the existing system. This study uses a quantitative descriptive method which aims to describe, summarize, various conditions, various situations and various variables that arise in the community which are the object of research based on the perceptions of respondents who use Go-food services to STMIK BI Balikpapan students. Based on the results of the calculation of the list of statements that have been distributed to respondents who are Go-food service users with a variable with an average value of 4.06 which is included in the satisfied category. The implementation of the information system currently used by STMIK BI Balikpapan students based on the PIECES framework has been going well. So the results of the calculation of the level of satisfaction of Go-food service users are at an average value of 4.06, where in the range of scores can be categorized as satisfied with Go-food service users as a medium for sharing information
Aplikasi Untuk Evaluasi Implementasi Arsitektur Enterprise Menggunakan TOGAF
Authors: Noviansyah Beri , Hudhori Ifaldzi Alwi
Published: January 2023

The IT Master Plan is a description of the company's strategy for planning the implementation of technology. The advancement of information technology has had a significant impact on organizations, both private and public, because it forces all organizations to compete in the use of information technology to gain a competitive advantage. The implementation of the enterprise architecture has two approaches, namely the enterprise architecture framework and the implementation method of the enterprise architecture. The research method used in this study follows and continues the stages of the Design Science Research Methodology for Information Systems (DSRM). In this research, the analysis carried out is a literature study to determine the model that will be used as an application. In this study, a method of conducting research that refers to the TOGAF method was used. The results of this study are a description of the initial conditions of the research object, so that it can be used as a basis for designing an IT Master Plan based on a Smart Campus. There is a structure for the evaluation method, namely the hybrid evaluation method consisting of initiation, control, and sustainability. The system and interface designs that have been created are implemented to create a fully functional application. The entire structure of this hybrid evaluation method will be assessed on the basis of functionality and effectiveness. This application was made as an implementation of the previous design research. With this design, it can make it easier for practitioners and academics who will evaluate the implementation of enterprise architecture
Sentiment Analysis Of Development Jakarta-Bandung High-Speed Train Using Twitter Social Media With BNN Method
Authors: Anugerah Arya Pratama , Sibaroni Yuliant
Published: January 2023

The Jakarta-Bandung high-speed train is one of the infrastructure development projects currently being carried out by the Indonesian government. The project is a large project that requires a long processing time and very large costs. Therefore, infrastructure development has reaped a lot of public opinions, both positive and negative. The purpose of writing this Final Project is to analyze sentiment on public opinion about the construction of the Jakarta-Bandung high-speed train. With data sourced from Twitter social media, the data will be analyzed in three classes, namely positive, negative, and neutral classes where the weighting will use the TF-IDF. The classification method used in this study is the Backpropagation Neural Network method. The best results were obtained in this study using a hyper tuning scenario with an accuracy of 74.56%.
Analisis Tingkat Penggunaan Aplikasi MiChat Sebagai Sarana Media Bisnis Prostitusi Online Menggunakan Metode TAM
Authors: Yudhistira Andika Agus , Jaya Joy Nashar Utama
Published: January 2023

The development of Information and Communication Technology has had a great impact on human life, with these technological advances, it has changed the way large and small-scale business actors turn to businesses that are considered haram, namely online prostitution. Social media as one of the technological developments has provided GPS features that can make it easier for users to find other users around, one of which is the MiChat application. This application is one of the applications that is misused as a means of online prostitution business media in various regions and one of them is North Penajam Paser Regency. This study aims to identify and describe the business processes used in the MiChat application, and the misuse of MiChat as a means of online prostitution. This study uses the TAM (Technology Acceptance Model) method. The sources of data used are primary and secondary data obtained from respondents and the study of literature which is the author's reference
Analisis Penilaian Kinerja Karyawan Menggunakan Metode WASPAS
Authors: Sunardi Sunardi , Umar Rusydi , Nasution Dewi Sahara
Published: January 2023

An employee is an asset to the company. The success of the company in achieving its goals depends largely on the ability of human (employee) resources to perform the task assigned to him. The Indonesian government is optimistic the rupiah will continue to strengthen to rp9,100 per dollar, he said. Employee performance assessment analysis is using a systemated aggregated sum product assessment (waspas). The waspas method is used because it can reduce errors or optimize for the highest and lowest valuation with the excellence of looking for the best option option using a unique combination of two Wells known as MCD mexcellence, the WMM and the heavy-product model (WPM). The research stages conducted are problem identification, literature studies, data collection, value-weight determination, results analysis, employee determination, and finally drawing a conclusion. The study is conducted using a descriptive qualitative approach, one that employs qualitative and descriptive data. The type of qualitative descriptive research is often used to analyze events, phenomena, or circumstances socially. The study was conducted compulsively, a sample retrieval technique relying on its own judgment when selecting population members to participate in the study so that the study obtained five samples from the quality control division (qc) from a population of 150. Data collection through interviews and observations obtained data related to employees such as employee names, performance performance, divisions existing in kerry express, and criteria used in the assessment of lateness, error system, daily report, outstanding revenue, volume. Data analysis results in a reduction of data that gets meaningful information and facilitates the withdrawal of conclusions, presents data in the form of happy calculations, and concludes that the waspas method can be applied to the employee performance assessment system and can be used as the determining of the best workers. Weight of each criteria: lateness (25%), system improve (25%), daily report (25%), outstanding revenue (15%), and volume (10%). Results obtained from the 5 samples used that had a top yield value of 1.8208 for alternatives 1 (a1) and could be used for best employee decision-making.
Perancangan Manajemen Risiko Keamanan Sistem Informasi Manajemen Sumber Daya dan Perangkat Pos dan Informatika (SIMS) Menggunakan Metode NIST 800-30
Authors: Hardani Muhammad Salmon , Ramli Kalamullah
Published: January 2023

The development of an information system used in a government institution becomes very important if the system is part of storing data that is a state asset. SIMS contains data on frequency spectrum users who already have permits and contribute to Non-Tax State Revenue (PNBP). SIMS consists of public service applications and non-public service applications. In this study, an evaluation of SIMS risk management was developed using the NIST 800-30 framework. This research begins with risk identification, risk mitigation and evaluation of existing risks then provides recommendations for the control needed for SIMS.The results of the documentation of the information security risk assessment stages on SIMS using the NIST 800-30 method, it is necessary to take risk control and risk mitigation actions
Klasifikasi Loyalitas Pengguna Data Alumni Pada Forlap Dikti Menggunakan Metode Net Promotore Score
Authors: Fadlil Abdul , Umar Rusydi , Juliansyah Fitrah
Published: January 2023

As one of the private universities, STMIK Muhammadiyah Jakarta provides electronic-based services to students and alumni using website with the domain address https://pddikti.kemdikbud.go.id. website aims as a means to convey graduation data validation information to alumni in particular by utilizing information technology. The low level of use of the website by alumni in knowing the status of graduation is the background of the need for usability to determine the level of truth of the data and user satisfaction with the website. This study aims to measure the extent to which the website is used by users to achieve its goals. In this study, the test must be carried out using the Net Promoter Score method. So that the results of the NPS calculation will be converted into a percentage that provides information on the extent of loyalty to students in using the Forlap Dikti page to validate alumni data in the STMIK Muhammadiyah Jakarta campus. Then the results obtained from calculations using NPS are: %Promotore - % Dectractor = 53% - 13% = 40. In determining the NPS value is not calculated based on percentages, because NPS calculations are not percentage calculations but integer numbers (consisting of whole numbers) and not contains a fraction or a decimal value
Hate Speech Hashtag Classification Using Hybrid Artificial Neural Network (ANN) Method
Authors: Aryasatya Lintang , Sibaroni Yuliant
Published: January 2023

Social networking sites Twitter is frequently used as a platform for information gathering various communities/forums as well as individuals to discuss certain things. Dissemination of information on Twitter can be in the form of positive information and negative information. One of the negative information is hate speech contained in the form of hashtags on twitter. Hate Speech Hashtag Classification was be carried out using the Hybrid Artificial Neural Network (ANN) method to produce satisfactory results compared to previous methods such as KNN and so on because the large amount of data in Twitter will be very profitable and produce good accuracy when using Hybrid Learning, Hybrid Learning with 5 Cross Validation the highest accuracy is 79% , the lowest is 73%, the average accuracy is 76%.
Rancangan UI/UX Design Aplikasi Pembelajaran Bahasa Jepang Pada Sekolah Menengah Atas Menggunakan Metode Design Thinking
Authors: Pratama Muhammad Adhitya Dhita , Ramadhan Yudhi Raymond , Hermanto Teguh Iman
Published: January 2023

In the world of education that has developed, of course, we are indirectly required to be able to understand or master the use of foreign languages. SMA Negeri 1 Cikarang Pusat is one of the schools that learn Japanese. The students who study Japanese at the school have various kinds of great motivation, but also not a few of the students who can understand and even have difficulty in learning Japanese. Given that there are many innovations in the world of education in this era that involve technology to carry out the learning process. There are many ways to learn Japanese, for example by learning through learning media that utilize technology such as smartphones. Supported by increasingly advanced technological innovations and new interaction patterns, the role of the User Interface (UI) and User Experience (UX) is important to the needs of users in solving problems. This research was conducted to find out how we can meet and know user needs by using design thinking. With this Japanese language learning media, it is hoped that it can help students learn Japanese easily.
Pengintegrasian Penyimpanan Google Drive Pada Pembangunan Aplikasi Monitoring Project Menggunakan pyDrive
Authors: Todingbua Devylia , Setiyawati Nina
Published: January 2023

In a company that works on many projects, a system that can be used to monitor progress is needed. Monitoring is an assessment activity that is carried out continuously to see the progress of a task. Monitoring is important to make sure the project that is being carried out can run well. In this research, a Monitoring Project application was built using the Agile Software Development method. The application is made to make data managing and progress monitoring easier. In addition, a feature will be added to store and share project file access rights to the team members so that the files related to the project can be properly centralized. The application is built using the Python Flask and Webix Javascript framework. The application will be integrated with Google Drive storage using Google Drive API. The integration will be done with the help of the pyDrive library which can simplify Google's OAuth 2.0 authentication. pyDrive also warps the functions of the Google Drive API so the program code becomes more object-oriented. Applications then will be tested using the black box method which focuses on testing the application functions. Based on the testing results, the application can be used to do monitoring projects and help users in sharing project files with fellow team members. The Monitoring Project Application from this research can be used to monitor project progress and share project drive with team members
Analisis Peramalan Obat Menggunakan Metode Simple Moving Average, Weighted Moving Average, Dan Exponential Smoothing
Authors: Aji Briyan Gifari , Sondawa Dwi Chandra Aditya , Anindika Fairuz Aqila , Januarita Dwi
Published: January 2023

Forecasting is one of the essential measures in decision making, especially for estimating the number of needs. Some large companies often hire consultants to analyze and advise on forecast product demand. Especially in the health sector, forecasting is needed to meet customer drug demand. In the last two years, the Healthy Prayer Clinic experienced problems in planning the procurement of non-generic drugs due to the COVID-19 pandemic, where the number of drug requests was greater than the number of available drug stocks. This happened because the Healthy Prayer Clinic ordered non-generic drugs without planning. This study aims to determine the demand for non-generic medications in the next period and provide recommendations for the best forecasting method to meet customer needs. The methods used in this research are Simple Moving Average (SMA), Weighted Moving Average (WMA), and Exponential Smoothing (ES). Then test the accuracy of forecasting using Mean Square Error (MSE), Mean Absolute Deviation (MAD), and Mean Absolute Percentage Error (MAPE). The results of the overall forecasting calculation using the Simple Moving Average method of 19.774, then the Weighted Moving Average method of 19.573, and the Exponential Smoothing method of 20.851. The results of the calculation of the best demand forecasting using the Exponential Smoothing (ES) method for 3 months carried out from April 2021 to April 2022 obtained results of 20.851 with forecasting error accuracy using Mean Square Error (MSE), Mean Absolute Deviation (MAD) and Mean Absolute Percentage Error (MAPE) is 1.341.137, respectively; 883; and 0.90%. The best method with the smallest accuracy rate for forecasting errors is the Exponential Smoothing method with forecasting values for the next month, April 2022, amounting to 20.851
Penerapan K-Means pada Segmentasi Pasar untuk Riset Pemasaran pada Startup Early Stage dengan Menggunakan CRISP-DM
Authors: Christian Yefta , Qi Katherine Oktaviani Yap Rui
Published: January 2023

Early stage startup would conduct ideation, problem solving, and market research. One of the stages in market research is market segmentation. Normally, early stage startups do not have enough resources, thus many processes are done manually. This encourages inacurracies and lessen the objectiveness in evaluating market situation which is important for the growth of early stage startups. This research focuses on developing a machine learning based application for market segmentation. The framework used here is CRISP-DM, which is a framework used in data mining. This framework has six phases, which consists of business understanding, data understanding, data preparation, modelling, deployment, and evaluation, to identify the input and output of a process. The data model used in this application is K-Means, which is a common algorithm used for clustering or dividing a set of data into groups according to their attributes. The application developed is able to output results in the form of visualization and the segmentation in excel format. With this, the early stage startup is able to process their data to identify segments in the market. For future research, this application could be improved in the efficiency and accuracy of the model. The application could be improved in the aspects of UI/UX design, the algorithm used, the number of clusters, and the analysis of the dataset, as well as adding a predictive analysis feature
Pengembangan Layanan Kependudukan Dan Pencatatan Sipil Menggunakan Algoritma Naïve Bayes
Authors: Yudhana Anton , Riadi Imam , Djou M Rosyidi
Published: January 2023

The “pick-up ball service” program or commonly called mobile services is a form of developing services for the Population and Civil Registration Service (disdukcapil), especially Alor NTT Regency, which aims to reach people who have difficulty getting services due to various obstacles, including due to long distances and difficult access to service centers. Disdukcapil is an implementing agency in the district that is obliged to ensure that all residents, both Indonesians and foreigners, are recorded in the population database, have a NIK, and population documents. In its implementation, not all villages can be served due to insufficient time and funds, so it is necessary to select villages that are worthy of being served by “ball pick up service” or mobile service programs. So far, the determination of villages that are worthy of the program is still determined manually so that it is inseparable from the element of subjectivity. In this study, a classification method was used in data mining using the naïve bayes algorithm. Naïve bayes is one of the algorithms that is able to predict well by calculating the probability of each class and comparing them, Naïve bayes is used to calculate probability values from training data so that it can predict which villages are feasible for the program. The study used 25 training data taken from previous dukcapil service data and data on the distance and difficulty of access to the village, which were tested and simulated using the naïve bayes algorithm of weka software. The purpose of this study was to obtain accurate information about the villages in Alor district that deserve the program. The results of the process using WEKA software found that from 25 tuples used as test data, it resulted in 100% accuracy .