Jurnal Teknologi Dan Sistem Informasi Bisnis

Classification of Sarcastic Tweets on Platform X Using Bidirectional Encoder Representations from Transformers

Rizal Akbar Fitrianto — 2024-07-01

X is a digital platform that facilitates the sharing of thoughts and criticisms through written content. A multitude of individuals and organizations depend on the perspectives or sentiments of the general populace while making decisions. Consumers generally rely on the viewpoints of other consumers when it comes to evaluating a product or service that they come across on social media sites. Through the surveillance of social media activity, companies that sell products and services can gain insight into the emotion expressed by consumers towards their offerings. Nevertheless, due to the limitations of writing, which lacks the ability to transmit nonverbal cues like gestures, facial expressions, and intonation, it is often challenging to identify implicit signs such as sarcasm. Sarcasm in a tweet can lead to an erroneous evaluation of the message's sentiment. Hence, it is crucial to conduct sarcasm detection, as it can greatly enhance the outcomes of sentiment analysis. This study assesses the efficacy of four transformer models, namely IndoBERT, RoBERTa, BERT, and BERT Multilingual, in detecting sarcasm in Indonesian on X platform. The experimental results demonstrate that the IndoBERT model, which has been specifically tailored for the task, gets an impressive F1-score of 95%.

Prototype Design of Automatic Clothes Dryer Based on Atmega 328 Microcontroller

Taufik Hidayat — 2024-07-01

Rain or bad weather has been a major problem for people who have clotheslines. Usually, clothes that are dried are often left out, so there is no time to pick up the clothesline when it rains or at night. To overcome this problem, an automatic clothesline control system is needed. By designing all the tools starting from the Light Dependent Resistor (LDR) Sensor as a light detector, water sensor as a rainwater detector, Stepper Motor as a driver, and Arduino Uno as a command maker. From the results of testing the tools that have been designed, the tool works every time the sensor reads the surrounding weather, such as when the sensor does not detect light, the Arduino will translate the surrounding conditions as dark, so that the Stepper motor will pull the clothesline inside. When the LDR sensor detects sunlight, the Arduino will translate the weather around the heat, automatically the clothesline will come out. Meanwhile, when the water sensor detects water droplets, it is translated by Arduino as rainy weather, then the Stepper motor will pull the clothespins in

An Android Augmented Reality Application to Improve Cognitive Skills in Color Recognition for Down Syndrome children

Tania Irena Gunawan — 2024-07-01

The objective of this research is (1) to develop and construct an educational Augmented Reality game that focuses on colour recognition for individuals with down syndrome, using markerless based method. (2) Measure the level of user acceptance towards color recognition educational games with AR technology and the markerless method. (3) Measuring the increase in knowledge of Down Syn-drome children in recognizing colors to hone the cognitive skills of early child-hood. Down Syndrome is a common genetic disorder in humans. Children with Down syndrome have three copies of chromosome 21. This condition affects the physical, cognitive, and social development of these children. In this research, a color recognition educational game was created by adding Augmented Reality (AR) technology which aims to attract children with Down syndrome. This re-search was successfully implemented and approved by 84.8% of parents of Down Syndrome children. The results showed a significant increase in the post-quiz compared to the pre-quiz, indicating an increase in children's grades

Design and Build of On Grid and Off Grid PLTS Trainers as Practicum Support

Muzni Sahar — 2024-07-01

Solar Power Plant is a system that can produce electrical energy by converting solar thermal energy absorbed by solar cells. In this study, a PLTS practicum module design was created which contained two systems, namely On Grid and Off Grid. Where the purpose of this research is to make it easy for students to understand the differences between the two systems and the operation of the PLTS. In the On Grid system, the output of the inverter can be connected directly to the public electricity grid, in this case PLN by using a Grid Tie inverter which has synchronization in it. And also in this on grid system does not use a battery to store its power reserves. Meanwhile, it is different from an off-grid system, which uses a battery and cannot be connected directly to the public electricity network. In the Off Grid system the resulting voltage is 223.60 Volts and in the On Grid System is 236.83 Volts. Testing is carried out with 2 different loads on each system. It can be concluded that the PLTS system designed Off Grid and On Grid can run well.

Keywords: PLTS, On Grid. Off Grid, Practicum Trainer

Perancangan UI/UX Pada Website Ruang Rindu Dengan Metode Design Thinking

Kharisma Tara Mukti — 2024-07-01

"Ruang Rindu" is a website administered by the Department of Social Affairs and Empowerment of Women and Family Planning in Banyuwangi Regency. It serves as the focal point for various social programs. The services offered cover both offline and online reporting and consultation. Consultation can be conducted in person at the department's office or via WhatsApp for online consultations. This dual consultation service setup allows users to choose the method that suits their needs best. However, there are challenges with both offline and online consultations. Offline consultations often face issues with queues and waiting times, while online consultations raise concerns about user privacy and data security on WhatsApp. To address these challenges, the UI/UX design team at "Ruang Rindu" utilized the design thinking approach to develop and enhance both offline and online consultation features. The research resulted in the creation of six interface designs. Through testing and analysis using the MAUS (Maze Usability Score) method, a score of 80 was achieved, indicating moderate usability. Similarly, the SUS method yielded a score of 69.25, suggesting a moderate level of user experience. Overall, the "Ruang Rindu" website was found to be acceptable to the public. Key areas explored in this research include UI/UX, Design Thinking, MAUS, and SUS.

Pengembangan Aplikasi Dashboard Pasien Rawat Inap Pada Rumah Sakit XYZ Menggunakan Framework Laravel

Agung Sekar — 2024-07-01

Based on the Regulation of the Minister of Health of the Republic of Indonesia Number 12 of 2013 in article 20 paragraph 1 explains that patient beds are a basic element in the quality of inpatient health service provision. One of the activities that can be carried out by hospitals with the current information system includes optimizing the information system to obtain accurate information about the availability of patient rooms and information on occupied bedrooms and the total temporary bill of patients while in inpatient care. Therefore, the existence of bed management is very important for the quality of service to patients. In one of the private hospitals in Denpasar city, it has implemented an information system related to daily visits of outpatients, but the hospital still cannot optimally utilize the system because it can only display information on outpatient visits. In the current research, the development of this dashboard application will be equipped with several inpatient visit modules which will be able to display information related to the number of inpatients currently being treated, empty beds, patient deposits and related total patient temporary treatment bills. It is hoped that this application can assist hospital management in monitoring the number of daily visits of outpatients and inpatients so that it can be utilized for the business needs of the hospital.

Sentiment Analysis on Free Lunch & Milk Program Using Naive Bayes Algorithm

Ramadani Saputra — 2024-07-01

The utilization of social media platforms like Twitter has become crucial for the public to voice opinions regarding political programs, including the Free Lunch and Milk Program advocated by Presidential Candidate Pair number 02, Prabowo-Gibran, in the 2024 Presidential Election. This research employs the Naive Bayes classification method with the assistance of the RapidMiner application to analyze public sentiment towards the program. Out of the 785 Twitter data examined, approximately 81.7% displayed negative sentiment, while 6.6% were neutral, and 11.7% exhibited positive sentiment. Despite the prevalence of negative sentiment, there was also support for the program. Model evaluation utilizing 10-fold cross-validation, alongside SMOTEUP sampling and TF-IDF implementation, revealed an accuracy of 92.96%, recall of 85.30%, and precision of 94.57%. These results indicate that the model performs well in classifying sentiment from the test data.

Sistem Perhitungan Estimasi SPP pada SMAN 1 Cibungbulang Berbasis Web Dengan Menggunakan Metode ABC (Activity Based Costing)

Kayum Munajir — 2024-07-01

This study aims to develop a web-based SPP estimation system using the Activity Based Costing (ABC) method in school administration. In the context of increasing educational costs, the ABC approach offers a solution for managing costs efficiently and transparently. Quantitative data, such as SPP rates, are used in this study to calculate the precise costs in developing the system. Although speculative, this system is expected to enhance educational services by providing more timely and accurate information, as well as promoting the adoption of innovative cost management methods in other educational institutions. The implementation of a web-based information system with the ABC method at SMAN 1 Cibungbulang is considered efficient, transparent, and improves cost accuracy, thus providing more accurate information. The analysis results show that the SPP costs in 2023 originated from the total unit level-costs (5 activities), plant-level costs (2 activities), and product-level costs (1 activity), each producing Rp. 6,043,166, Rp. 23,005, and Rp. 2,445 per unit, totaling Rp. 6,068,666 per year or Rp. 505,722 per month. Additionally, the activity cost burden on products reached Rp. 193,431,640 per year. This study contributes to a deeper understanding of ABC implementation in the education.

Rancang Bangun Sistem Informasi Peminjaman Arsip Berbasis Web

Martin Martin — 2024-07-03

Good archival data management can be seen when users make it easier when they need information in the archive. The archives management section at the National Human Rights Commission requires an application for managing archive borrowing, because currently the process of borrowing archives requires a long process, so it becomes ineffective and requires a long data search if there is an error in recording the loan or returning the borrowed archive. The use of a web-based archival lending information system is very necessary, because processing archival lending data makes it very easy to collect loan data and can continue to monitor and control the status of the archival loan data. This web-based archive lending information system is designed by applying the ADDIE version development method (Analyze, Design, Development, Implementation, Evaluate) and the waterfall development model in the system design stage, and the system will be built using the programming languages PHP 7.3, MySQL 5.7, Nginx and PHP-FPM 7.4, Laravel Framework 7 and Bootstrap Template Design 4.0. This system is expected to provide convenience and the best service to internal parts of the institution that need information in the desired archives

Cleaning service attendance application using the Application Development Life Cycle Model Method

Francka Sakti Lee — 2024-07-03

This research aims to develop an attendance application for staff and supervisors in the cleaning service sector of the diesel engine distributor company. The Analysis, Design, Implementation, and Testing (MADLC) method is employed as the primary approach in developing this application. The study focuses on developing a mobile application that can enhance operational efficiency and attendance management in the diesel engine company environment. The first stage, analysis phase is conducted to understand user needs and determine the required features. The design phase involves designing intuitive and user-friendly User Interface (UI) and User Experience (UX). The implementation of the application is carried out using the latest mobile technology to ensure smooth operation across various devices. The final stage, testing phase, involves blackbox testing to verify the functionality and performance of the application. This testing includes functionality tests for the attendance menu, accurate attendance recording, clarity and accuracy of QR code scanning, and the quality of the selfie photo. The test results are used to ensure that the application meets quality standards before being implemented widely. This application is expected to make a positive contribution to improving attendance management, operational efficiency, and productivity in the diesel engine distributor company, as well as serving as a foundation for further research and development in the future.

Analisis User Interface Website SIAM UNPRI Berbasis Eye Tracking

Evta Indra — 2024-07-03

This research aims to analyze the visual attention of the User Interface/User Experience (UI/UX) of the Student Academic Information System (SIAM) website at Prima Indonesia University (Unpri) based on eye tracking to enhance user experience. Unpri, as a progressive educational institution, has utilized information technology to provide academic services for students through the online SIAM. However, the complexity of some features within the learning platform often poses difficulties for certain students in its usage. In order to improve the effectiveness and efficiency of the SIAM website, this research employs eye tracking methodology to observe users' eye movements while interacting with the website interface. The findings of this research are expected to provide valuable insights to the campus administration to enhance user experience, thus making the SIAM website a more effective and efficient system in supporting the learning process and academic administration at Unpri.

Sistem Temu Kembali Informasi Jurnal Ilmiah Unisbank Dengan Metode Cosine Similarity

Nanang Setiawan — 2024-07-03

Dokumen jurnal ilmiah unisbank sebagian besar telah tersedia secara fisik maupun digital dengan jumlah semakin banyak seiring waktu. Kebutuhan informasi membuat pengguna melakukan pencarian pada koleksi jurnal Unisbank. Metode pencarian pengguna biasanya melakukan pencarian di internet, namun jurnal ilmiah yang terambil masih banyak sehingga memerlukan waktu lama untuk menemukan jurnal ilmiah yang relevan sesuai keinginan pengguna. Oleh sebab itu dibangunlah Sistem Temu Kembali Informasi sebagai sebuah solusi. Sistem Temu Kembali yang dibangun menggunakan metode cosine similarity untuk menghitung kesamaan kata kunci dengan jurnal ilmiah unisbank. Sistem juga akan menggunakan metode TF-IDF untuk pembobotan kata dan menerapkan text-preprocessing sehingga data lebih terstruktur melalui tahapan case-folding, filtering, tokenizing, dan stemming. Hasil uji coba Sistem temu kembali informasi dengan metode cosine similarity dilakukan pada 30 jurnal ilmiah unisbank dengan ambang batas 0,05 sistem dapat memberikan hasil dengan rata-rata nilai recall 0,4 dan precision 0,8.

Sistem Rekomendasi Produk Somethinc Menggunakan Metode Content-based Filtering

Nailatul Azizah — 2024-07-03

In choosing skin care products, many consumers often make mistakes due to a lack of understanding of skin type and a lack of knowledge about skin care products available on the market. This often makes it difficult for them to find suitable products. This research aims to design an application that is able to provide skincare recommendations based on previous product preferences. The method used is Content-based filtering. The recommendation process is carried out by comparing product content to produce the highest to lowest ranking, as well as calculating the minimum support and confidence values to determine association rules for itemset combinations. To calculate the similarity between words using the cosine similarity algorithm, product descriptions will be given a value using TF-IDF (Term Frequency-Inverse Document Frequency) calculations. After that, the similarity weight will be calculated using the cosine similarity algorithm, the similarity weights from highest to lowest. In this research, the product with the highest similarity value was obtained with a value of 0.722.

Sistem Informasi Persediaan Barang Pada PT. TGA Berbasis Website Menggunakan Framework Laravel

Navika Tiamy Marli'aini — 2024-07-03

PT. Tiara Giri Agrapana is a tourism organization. The problem is that the warehouse administrator checks goods manually, and makes data reports on incoming and outgoing goods, there are often differences in the amount of stock, and employees have difficulty finding stock. The research aims to make it easier for administrators to compile monthly and annual stock reports, arrange picking up goods, and pick up goods by employees more easily than previous methods. The waterfall method is carried out sequentially from requirements analysis, design, development, testing, and maintenance. The system is designed using PHP language, MySQL, and Laravel framework. The black-box testing method was used as unit testing, the system was tested using SUS from 20 respondents with a result of 92.25, including the usable category. It was concluded that users well received the system. This research is expected to produce an information system that can simplify the work of warehouse administrators in making monthly and annual reports on goods data, time efficiency for entering and storing goods data, and make it easier for employees to submit goods

Optimization of Cloud Infrastructure: Leveraging the Advantages of Serverless and Blockchain

Muhammad Fauzan Nur Adillah — 2024-07-05

Cloud infrastructure has become a fundamental foundation in supporting modern applications. Serverless technology and blockchain offer the potential to enhance efficiency, security, and transparency in cloud infrastructure. However, in-depth research on how to optimize cloud infrastructure by leveraging the advantages of these two technologies remains limited. This study aims to explore the potential for optimizing cloud infrastructure by utilizing the benefits of serverless technology and blockchain. The author intends to analyze how the integration of these two technologies can improve the performance, security, and efficiency of cloud infrastructure. A qualitative literature review approach is employed in this research. The author analyzes various literature sources to understand the concepts, benefits, and challenges in optimizing cloud infrastructure by leveraging serverless technology and blockchain. The author's analysis indicates that the integration of serverless and blockchain in cloud infrastructure can enhance system scalability, security, and transparency. However, there are several technical and managerial challenges that need to be addressed to implement this integration effectively.

Pengembangan Model Teknologi Blockchain untuk Meningkatkan Transparansi Pengelolaan Sampah

Inayatulloh Inayatulloh — 2024-07-05

Waste management is a series of activities that involve collecting, transporting, processing, and recycling waste materials. The aim of waste management is to reduce the negative impact of waste on the environment and humans. This process includes sorting types of waste, applying the principles of reduce, reuse, recycle, and handling according to the characteristics of each type of waste. The problem with the current waste management mechanism is that there is no transparency regarding the origin of the waste, distribution channels, or movement from the waste source to the waste recycling management site. The collected waste cannot be transparently detected at its source and distribution channels. Thus, the aim of this research is to increase the transparency of waste management using blockchain technology. Blockchain technology can provide a high level of transparency in waste management by using peer-to-peer validation from every stakeholder involved in waste management. Blockchain technology in waste management provides data security with the immutable concept of blockchain technology. The research method uses a qualitative approach by studying waste management, parties involved in waste management, and blockchain technology. The result of this research is a model for adopting waste management using blockchain technology and simulation with Ganache Blockchain Framework.

Implementasi Metode RAD pada Sistem Pengaduan Masyarakat (SIPMAS) di Desa Logung Menggunakan Framework Laravel

susanto susanto — 2024-07-05

Community complaints about village government are still manual in nature, namely that the community has to report to the RT first, then the RT reports to village officials verbally, making work inefficient. With the development of increasingly sophisticated technology, public complaints can be made using the public complaints system (SIPMAS). The use of a public complaints system makes the complaint process more practical, easier, and faster. In creating a community complaints system in Logung Village, was built using the Laravel framework. The system development methods used are Rapid Application Development (RAD) and Unified Modeling Language (UML) for diagram design. It is hoped that the aim of creating this program is to help village officials manage complaint data online.

Analysis Supraharmonics Distortions (9-150 kHz) with Fast Fourier Transformation method on Photovoltaic System with Capacitive Load and Changing Irradiance

Nagib Muhammad — 2024-07-05

Photovoltaic convert light into electricity. It uses an inverter to convert DC to AC electricity. Along with the increasing use of photovoltaic, inverter use has also increased. In fact, inverters can produce supraharmonics distortions( 9-150kHz) which will cause problems with devices connected to the system. Based on these problems, this study is focused on observing the disturbance characteristics of photovoltaic system due to variations in irradiation and capacitive load in the frequency range from 9 - 150 kHz. In this study the Fast Fourier Transformation method is used to convert the voltage obtained in the time domain into the frequency domain. The analysis technique used is to compare the results of the photovoltaic output voltage. It is expected that the output of this observations can be a reference for developing regulations of high frequency harmonic for photovoltaic system that connected to the distribution network and could be useful to the researcher in analyzing, predicting and knowing the effects on the electric power system. Based on observations obtained, in general there are three frequencies of dominant disturbances, namely the range 19-29kHz, 69-79Khz, and 140-149kHz so the expectation is that regulations will be made on the three dominant frequencies.

Analisis Sentimen Terhadap Aplikasi Pospay Menggunakan Algoritma Support Vector Machine dan Naive Bayes

Ardini Yuanita Lubis — 2024-07-08

In the era of business transformation, companies are intensively striving to adapt to the developments in digital technology to enhance operational efficiency and productivity. Pospay application is one form of digital transformation by PT Pos Indonesia, where its presence will impact the improvement of the company's productivity. This research focuses on sentiment analysis of the Pospay application on the PlayStore platform. By applying machine learning methods such as Support Vector Machine (SVM) and Naive Bayes, this study aims to provide solutions to the challenges of data complexity and heterogeneity. The results show a high percentage of accuracy (88% for Naive Bayes and 87% for SVM) in classifying user sentiments with a more dominant negative tendency. These findings provide valuable insights for companies to enhance the quality of their digital services.

Keywords: Sentiment, Pospay, Support Vector Machine, Naive Bayes, PlayStore

Analisis Arsitektur Convolutional Neural Network Untuk Klasifikasi Citra Bunga

Annisa Nurfitri Rida Munandar — 2024-07-08

Characteristic recognition of biological sciences is increasingly popular in scientific research, especially by utilizing computation.Indonesia is one of the countries with the largest biodiversity in the world, currently, Indonesia has identified and named 19,232 species of flowering plants.Flower image classification has attracted the interest of many researchers to investigate new methods.One of the widely used methods is deep learning and neural network methods.Convolutional Neural Network (CNN) is one of the most commonly used deep learning methods in image processing. This study aims to analyze the performance of flower image classification using VGG16 and NasNetMobile architecture with fine tune and without fine tune.The NasNetMobile architecture model with fine tune achieved the best accuracy of 99.15%, while the NasNetMobile architecture model without fine tune achieved the lowest accuracy of 97.45%.

Pengukuran Kepuasan Nasabah Dengan Metode Quality Function Deployment (QFD) Dan Important Performance Analysis (IPA) Pada Jasa Bank

faris ardiansyah ardiansyah — 2024-07-08

This research aims to realize and maintain service quality because it can influence the level of customer satisfaction which will later influence customer loyalty to banking services at Bank XYZ. The methods used in this research are the Important Performance Quality (IPA) and Quality Function Deployment (QFD) methods. Important Performance Quality (IPA) is a method for representing the relative importance of an organization's performance in order to understand its basic attributes. Meanwhile, Quality Function Deployment (QFD) is a method for showing consumer needs and desires in products and services that have quality characteristics. Using the Important Performance Quality (IPA) and Quality Function Deployment (QFD) methods can determine the priority order for improvements based on service quality attributes and technical responses at Bank is one of the success factors for every service company.

Creating a System Design Using the Atomic Design Approach and A/B Testing

Reyhan Adinata Kurniawan — 2024-07-10

The presence of digital products has become an integral part of human daily life. User Interface (UI) plays a central role in determining the success and adoption of products. Consistency and coherence in UI design are crucial to ensure users can easily understand and efficiently use products. However, creating a consistent UI, especially for complex digital products, is a formidable challenge. Hence, the Design System emerges as an innovative solution. From the perspective of user experience, consistency is considered a crucial factor that influences user ease in interacting with designs. This research aims to examine the implementation of atomic design and A/B testing approaches in creating a Design System, with a case study at Astra Buana Insurance company. It is expected that the findings of this research will contribute both theoretically and practically to the development of an effective and efficient Design System.

UI UX Design for Mobile Based Foster Parent Information Application (IOTA) Using the Waterfall Method

Fahad Farhan Almubarok — 2024-07-10

IOTA (Foster Parent Information Application) is a mobile system designed to facilitate communication between foster parents, foster children, and related institutions. Using the waterfall method, the application development includes implementation, testing, and maintenance phases. Requirements analysis determines key features such as daily activity recording, while an intuitive user interface design and efficient database architecture are implemented according to specifications. Comprehensive testing is conducted to ensure optimal performance. It is hoped that through this process, IOTA will enhance communication and care for foster children through a more effective platform.

Keywords: Foster Parent Information Application (IOTA), Waterfall Method, Foster Parent Communication, Mobile Application Development, Coordination of Related Institutions

Penerapan Metode Simple Additive Weighting Untuk Pemilihan Ketua OSIS di SMAN 2 Muara Badak

Ady Fajar Dwi Riyono — 2024-07-10

Telah dikembangkan aplikasi berbasis website sebagai sistem pemilihan ketua OSIS di SMAN 2 Muara Badak. Tujuan pengembangan ini adalah untuk mengatasi subjektivitas pemilihan ketua OSIS sebelumnya yang seringkali tidak menghasilkan pemimpin yang kompeten. Dalam penelitian yang dilakukan pada sistem pendukung keputusan ini diimplementasikan dengan menggunakan pendekatan Simple Additive Weighting (SAW) untuk menentukan calon ketua OSIS berdasarkan parameter yang telah ditentukan, seperti visi dan misi, kemampuan wawancara, kemampuan beradaptasi, nilai akademik, dan keaktifan. dalam organisasi. Hasil dari penerapan ini adalah rekomendasi berupa pemeringkatan yang dapat merekomendasikan sekolah dalam menentukan ketua OSIS yang berkompeten dan kompeten.

Implementasi Sistem Informasi Administrasi Pembayaran SPP Pada SDIT Darul Hikmah Metode Rapid Application Development (RAD)

Sinta Maria — 2024-07-11

Sumbangan pembinaan pendidikan (SPP) merupakan biaya yang dikeluarkan oleh siswa atau orang tua yang diperuntukan untuk menunjang kebutuhan sekolah dalam menyelenggarakan proses pendidikan. Pada saat ini sekolah SDIT Darul Hikmah dalam admininstrasi pembayaran SPP dilakukan secara konvensional yaitu mencatat dan mencari data pembayaran pada buku besar, sehingga kegiatan ini memerlukan waktu yang lama. Salah satu contoh bendahara mengalami kesulitan dalam mencari dan mencatat data baru, dikarenakan data pembayaran SPP menumpuk, selain itu data rawan mengalami kerusakan dan juga hilang. Selain itu proses pembuatan laporan yang belum terkomputerisasi mengakibatkan laporan disajikan dengan waktu yang lama dikarenakan harus kembali membongkar tumpukan. Tujuan penelitian agar siswa/orang tua/bendahara yang memiliki hak akses dipermudah dalam melakukan pembayaran dan pengolahan data pembayaran SPP secara cepat, tepat dan akurat. Metode yang digunakan adalah RAD (Rapid application development) karena cocok digunakan untuk penelitian dengan permasalahan administrasi pembayaran SPP. Karena dimulai dengan perencanaan kebutuhan, desain sistem, proses pengembangan dan pengumpulan feedback, hingga implementasi atau penyelesaian produk.Hasil dari penelitian ini merupakan sistem informasi administrasi pembayaran SPP untuk memudahkan siswa/orang tua dan bendahara melakukan pembayaran serta mengelola data dengan mudah dan laporan pembayaran SPP secara online.

Interorganizational Project Urgency, Problems, and Solutions: A Systematic Literature Review

Laura Laura — 2024-07-11

Interorganizational projects involve two or more organizations to work jointly on a shared activity for a finite time. By doing interorganizational projects, organizations can be more competitive in increasingly varied and volatile markets. The benefits of interorganizational projects are followed by a difficult challenge that is to align difference between members of the project, so the benefits remain poor. A systematic literature review is performed to know what problems and solutions of an interorganizational projects are. This research also provided information about the urgency of an interorganizational project to balance the problem.

Implementasi Arsitektural Resnet-34 Dalam Klasifikasi Gambar Penyakit Pada Daun Kentang

Made Doddy Pranatha — 2024-07-11

This research develops and implements an image classification method using the Residual Network (ResNet) architecture to identify potato leaf diseases, achieving an accuracy of around 97%. The dataset used consists of 2152 potato leaf images, categorized into three classes: early blight, late blight, and healthy. The selected model is ResNet-50, known for its ability to address the vanishing gradient problem, allowing for the training of very deep networks. The model training process involves data augmentation to enhance dataset diversity and prevent overfitting. Additionally, hyperparameter optimization was performed to maximize the model's performance. Evaluation of the model shows that ResNet-50 can achieve an accuracy of approximately 97% on the test data, indicating the model's high capability in accurately recognizing and classifying the condition of potato leaves. These results demonstrate the significant potential of using ResNet in plant disease image classification applications, which is crucial for decision-making in agricultural management. This research underscores the importance of deep network architectures and data augmentation techniques in improving the performance of deep learning models.

Implementasi Sistem Informasi Ketertelusuran Berbasis RFID Dalam Peningkatan Nilai Saing Produk Pertanian High Involvement

Ida Bagus Neo Kurnia Amadea — 2024-07-23

An effective traceability information system for agricultural products, especially for products with a high level of involvement (High Involvement Products), is very important and urgent to implement. Currently, around 60% of information is lost in every agricultural product supply chain, making it difficult for consumers to recognize which products to buy, which complicates their decision-making process. This research designs and implements a traceability information system for superior varieties of durian fruit, which is considered an agricultural product with a high level of involvement. This research develops the existing traceability system model design, implementation and integration of RFID technology into the system, and analyzes the increase in competitiveness after implementing a traceability information system for agricultural products. The research results show that the model design and implementation of an RFID-based traceability information system can be carried out using RFID tags, with an information loss rate reaching 0% in each supply chain entity. Statistical analysis shows that durian that uses an RFID-based information system has higher competitiveness than durian that does not use an RFID-based (conventional) information system.

Implementasi Metode Collaborative Filtering By Item Based Approach Untuk Strategi Digital Tourism

Renita Astri — 2024-07-23

West Sumatra is one of the cities in Indonesia that has many tourist attractions. Tourist attractions are one of the entertainment for people in Indonesia, especially West Sumatra. Provinces that are rich in natural, cultural and artificial tourism are able to give a comfortable impression to tourists visiting this area. In addition to its tourist attractions, the natives of West Sumatra are also kind and friendly to tourists on vacation. In choosing a tourist spot, there are some tourists who look for tours according to their wishes. However, sometimes they get incomplete information about the tour they want. With the rapid development of technology, a system is needed that can help provide information and recommend tourist attractions to tourists. With this system, it is expected to help provide the information desired by users later. This recommendation system uses the Collaborative Filtering method with an item-based approach. The recommendation process in this system is done by calculating Similarity between specifications that make up an item of tourist attractions that users want with the specifications of tourist attractions contained in the system. This system produces recommendations for tourist attractions with information about tourism in West Sumatra, and can provide solutions for tourists in choosing a place of tourism that suits their desires.

Implementasi Metode Design Thinking Dalam Perancangan Prototype Sistem Pengelolaan Data Barang

Dini Anggraini — 2024-07-31

The design of the UI of the Information System for managing goods data is a system interface design that is used to manage input, output, and recapitulation of goods for inventory, so as to minimize human error and minimize loss of goods data. The problem occurs in the current business process, namely for managing data on incoming goods and outgoing goods only recorded in book archives. So that it often experiences problems in calculating goods and takes time to get information about goods data that is not in accordance with availability. The purpose of this research is to design a goods data management system UI, which can manage data and stock items using the Design Thinking method which will be applied at CV. XYZ. The result of this research is a UI design that operates to support the business processes of the warehouse section, so that managing requests for purchasing goods to suppliers can be more accurate, searching for goods data can optimize time, and help the process of supplying and selling goods to consumers.

Keywords: Design Thinking, Goods Data, User Interface