Journal of Computer Networks, Architecture and High Performance Computing
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ROC and COPRAS Algorithms in a Decision Support System for Employee Career Assessment
Get PDFPT. Union Confectionery, a long-established company in the confectionery production industry, had encountered significant challenges in managing employee career progression, including transfers, demotions, and promotions. The primary issue faced was the difficulty in conducting objective employee performance assessments and determining the appropriate criteria for career development. These assessments involved various complex factors such as work experience, discipline, education level, age, job performance, attendance, teamwork, and work ethics. To address these challenges, this study proposed the implementation of a web-based Decision Support System (DSS) utilizing the Rank Order Centroid (ROC) method for criteria weighting and the Complex Proportional Assessment (COPRAS) method for ranking decisions. The implementation of this system was expected to assist the management of PT. Union Confectionery in making more accurate and transparent decisions, while also improving employee satisfaction and operational efficiency. This research also compared previous studies that used similar methods for performance assessment, albeit with a narrower focus, specifically at the supervisory level. The findings from this study were anticipated to provide a comprehensive and innovative solution for employee career management across all levels of PT. Union Confectionery’s organization, as well as contribute to the development of more effective human resource management practices
Web Based Production Scheduling Information System for a Shrimp Paste Factory Utilizing the Waterfall Method
Get PDFCommunication was essential in various aspects of life due to the rapid development of information technology, including in the management of educational institutions and companies. PT. Sumber Nelayan Indonesia faced issues in production scheduling, where the process was still done manually using bookkeeping. This caused delays in order fulfillment, primarily due to machine breakdowns and human resource challenges that impacted the production process. Additionally, the company struggled to manage order data and machine capacity, making it difficult to estimate order completion times and the amount of output produced. This research aimed to develop a web-based management information system for scheduling using the Laravel framework to assist PT. Sumber Nelayan Indonesia in managing scheduling more effectively and efficiently. The research method employed was R&D, with the system development model following the waterfall method, utilizing PHP as the programming language and MySQL as the database. System testing was conducted using black box testing. The results of the research indicated that the developed system could help the company schedule production more efficiently, reduce delays, and improve operational efficiency
Optimizing Transportation Costs for Distribution of Food Products Using the Modified Distribution (Modi) Method in Medan City (Case Study: Pt. Indomarco Adi Prima)
No full textEvery company in the world always hopes for the maximum possible profit so that the company's life cycle runs well. For this reason, the company must be able to manage the costs used in such a way so that there is a gap between the company's expenses and income. PT. Indomarco Adi Prima is one of the companies operating in the food products sector which still finds it difficult to determine the right method for optimizing transportation costs. Therefore, this research aims to obtain optimal transportation costs at PT. Indomarco Adi Prima in the city of Palu using the Modified Distribution (MODI) method. The results of this research show that before implementing the Modified Distribution (MODI) method the transportation costs incurred by PT. Indomarco Adi Prima, which is IDR. 61,510,000 and the resulting transportation costs after using the Modified Distribution (MODI) method are IDR. 55,565,000. This shows that PT. Indomarco Adi Prima can optimize transportation costs for the distribution of food products in December 2023 with distribution cost savings of IDR. 5,945,000 or around 10.7%
Determining Tilapia Quality Using the Fuzzy Logic
Get PDFFish are living things with the highest trophic level in a body of water. Fish are living creatures that live in aquatic environments in fresh, brackish and marine waters. Tilapia is one of the leading commodities of aquaculture and is a widely used freshwater fish, and its production is quite high. Fuzzy logic is a logic that deals with the concept of partial truth, where classical logic states that everything can be expressed in binary terms (0 or 1). Various theories in the development of fuzzy logic show that fuzzy logic can be used to model various systems. A very adaptable and data-tolerant approach is mamdani fuzzy. Therefore, in this research, a mamdani fuzzy model will be developed to evaluate the quality of tilapia. This research uses fuzzy logic to evaluate the quality of tilapia based on its texture, taste, and size. In this study, researchers modeled 4 fuzzy variables, with 3 inputs (texture, taste, and size), 1 output (price), and a total of 4 fuzzy variables. The MIN IMPLICATION function was used in the inference procedure in the fuzzy operator application. Next, the MAX approach is used in the compilation of all fuzzy outputs. Then comes the affirmation, also known as defuzzification which is done using the Centroid method. The results show with 10 trial data it is seen that the higher the input value of size, the higher the output value of price.
The Implementation of Fuzzy Logic Algorithm In Android-Based Typhoid Fever Diagnostic Application
Get PDFTyphoid fever is an infectious disease that causes death in Indonesia. This endemic disease has a high incidence rate and is a health problem related to the environment and sanitation. Problems due to limited time to consult directly with specialist doctors, it is not easy to consult with doctors at any time, and limited medical knowledge and experience, so it is difficult for the community to know and make an early diagnosis of the disease with symptoms of typhoid fever. This study created an Android-based application using a fuzzy logic algorithm for diagnosing typhoid fever. The application was built by adopting expert knowledge related to general and clinical symptoms that are often experienced by patients with typhoid fever, and data on the level of typhoid disease. Data collection was carried out through direct observation at the hospital and direct interviews with doctors. The data was processed to produce output in the form of diagnostic results and solution data recommended by the system. The application consists of 3 user levels, namely Admin who can process user data, Users who can diagnose their disease by inputting answers to questions in the application, and Experts who can process symptom data, disease level, and solution data. The research results are in the form of an application that can be used anytime as an alternative consultant that helps the community in diagnosing typhoid fever with output in the form of diagnostic results (negative typhoid, positive typhoid, or strong positive typhoid)
Design An Automatic Shuttlecock Output Device Using An Arduino Based Servo Motor
No full textBadminton is a sport that uses a racket tool as a bat and shuttlecock as a bat and the slop itself is a container for placing a shuttlecock with a length of 37 cm. Badminton is a sport that the majority of many enthusiasts. And began to emerge associations of badminton players who were then trained by coaches to then make a profession or their own expertise. In general, shuttlecocks are removed manually and do not know whether the contents of the slop are exhausted or still filled. Therefore, automatic shuttlecock storage devices can make it easier for coaches to provide training to students who are in the association of badminton players. This tool can store shuttlecocks and remove shuttlecocks automatically which are stored in a dislop containing 12 seeds, the microcontroller used is Arduino Uno, the servo motor is used to remove the shuttlecock that has a dislop and if the shuttlecock is not filled then the Servo Motor does not run or open to remove the shuttlecock so that the slop must be replenished, then the HC-SR04 Sensor above the slop functions as a device that detects whether the shuttlecock is still there, then there is the ISD1820 Sensor which functions as an alarm to notify by voice that the shuttlecock is up and time to refill, then a tripod as the foundation for this automatic shuttlecock storage device. The result of this research test is that 12 shuttlecock seeds were successful. In this case, it is hoped that this research can help and facilitate coaches in training in a badminton player association on a large scale as well as efficiently knowing the exhaustion of shuttlecocks
Application Of The Association Rule Method Based On Book Borrowing Patterns In Bojonegoro Regional Libraries
Get PDFThe library is an institution that processes collections of written and printed works, to meet the educational, research, information, and recreation needs of its users. The Bojonegoro Library Service provides reading materials with a collection of around 24,130 book titles and around 24,130 book copies. The number of registered visitors was 1,424 people. From 2021-2022, there are 303 book lending transaction data. Knowing the results of the Association Rule with the Frequent Pattem-Growth algorithm in determining recommendations for book placement based on borrowing patterns in libraries in the Bojonegoro area. The method used is Association Rule Mining, to produce an efficient algorithm, the algorithm used is the Frequent Pattern Growth (FP-Growth) Algorithm. The characteristic of the FP-Growth algorithm is the data structure used in a tree called FP-Tree. By using FP-Tree the FP-Growth algorithm can directly extract frequent itemsets from FP-Tree. The results of the research carried out by applying the FP growth algorithm with a support value limit of 20% and a confidence value of 80% from a dataset of 144 book lending transactions which became frequent itemsets were a combination of itemsets, resulting in a strong rule of 5 association rules which met the requirements. Can help the Bojongoro Library and archives service to improve the quality of service and can provide recommendations for librarians and as a reference for placing classes of books that are more often borrowed together closer together
Glass Packaged Mineral Water Recognition System Based On Logo Using The Histogram Of Oriented Gradients Method
Get PDFApplication of Glass Packaged Mineral Water Recognition System Based on Logo Using Method Histogram of Oriented Gradients is an application program used to introduce brands or logos of glass bottled mineral water. This application was designed on the Windows operating system and uses Python and Open CV software. The methods used in this design are Histogram of Oriented Gradients as a method for feature extraction, Method Euclidean Distance as a method for measuring similarity distance, and k-Nearest Neighbor as a method of recognizing a logo or brand. The average accuracy of the test is 13.575%
Identification of Nervosa Disease using Case-Based Reasoning
Get PDFAmong teenagers or adults, body shape greatly affects a person's confidence. Most people will be very confident if their body shape is ideal, where the person will be very confident speaking in public. Different things with people who have a body shape that is too thin/fat, so their confidence is less to appear in public. To get the ideal body shape they will do everything possible, one of which is dieting, taking weight loss capsules, and so on. They do not know the dangers of dieting too strictly and taking weight loss capsules carelessly which can make them contract Nervosa disease. To get the results of the expert system, the case-based reasoning method will be used. After this application is built, the result obtained is the type of nervosa disease based on the symptoms felt by the user
Electronic Archive Design With RC4 Cryptographic Based File Security
No full textThe transformation of archival document storage systems is starting to shift from physical formats that require a lot of space and storage equipment to the electronic or digital realm (often called electronic archives). This is considered to reduce the costs of procuring equipment and storage space. In line with changes in paperless storage patterns, the issue of data security and confidentiality becomes important, so that information from documents to be archived can be maintained and cannot be used by irresponsible people. One technique for securing documents digitally is to use cryptography and the algorithm chosen is Rivest cipher 4. The RC4 (Rivest Chiper 4) algorithm was chosen because the execution speed in file encryption is faster than other algorithms. This article aims to implement the RC4 algorithm into an electronic archive (e-Archieve) application. The application development method uses the waterfall method with 5 stages. The application was built using the PHP programming language and MySQL database, as well as the Rivest Cipher 4 cryptographic algorithm. The result of the application development is an electronic archive website. Every file uploaded to the server can be encrypted by the admin. Encrypted files will change to random characters like a virus. The application was tested using black box testing techniques, where all features worked as expecte