Pub Date : 2023-09-26DOI: 10.47709/cnahpc.v5i2.2880
Akbar Ari Wibowo, Syamsudduha Syahrorini, Arief Wisaksono
The braking system for motor vehicles is very important which serves to slow down speed. So that the braking system is one that must be considered for driving safety. There are two types of braking systems on motorcycles based on the mechanism, namely braking using discs and drums. One of the causes of road accidents is because the brakes overheat so that failure of the braking system results in brake failure. Therefore, this research is about the design of temperature and speed monitoring on motorcycle brake discs based on google sheets. Which uses MLX90614 sensor as a temperature sensor and E18-D80NK sensor as a speed sensor and NodeMCU ESP8266 as a microcontroller. Both sensors are programmed to provide information so that the brake temperature does not overheat and turn on the buzzer when the temperature and speed reach / exceed predetermined values. The buzzer will turn on when the temperature on the disc brakes reaches ?65°C and when the speed reaches 120rpm.
{"title":"Temperature And Speed Monitoring On Google Sheet-Based Motorcycle Discs","authors":"Akbar Ari Wibowo, Syamsudduha Syahrorini, Arief Wisaksono","doi":"10.47709/cnahpc.v5i2.2880","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2880","url":null,"abstract":"The braking system for motor vehicles is very important which serves to slow down speed. So that the braking system is one that must be considered for driving safety. There are two types of braking systems on motorcycles based on the mechanism, namely braking using discs and drums. One of the causes of road accidents is because the brakes overheat so that failure of the braking system results in brake failure. Therefore, this research is about the design of temperature and speed monitoring on motorcycle brake discs based on google sheets. Which uses MLX90614 sensor as a temperature sensor and E18-D80NK sensor as a speed sensor and NodeMCU ESP8266 as a microcontroller. Both sensors are programmed to provide information so that the brake temperature does not overheat and turn on the buzzer when the temperature and speed reach / exceed predetermined values. The buzzer will turn on when the temperature on the disc brakes reaches ?65°C and when the speed reaches 120rpm.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135720853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-20DOI: 10.47709/cnahpc.v5i2.2836
Luh Made Wisnu Satyaninggrat, Khairunnisa Rahmah, Prasis Damai Nursyam Hamijaya
Balikpapan's economic growth is predicted to rise to 4.94% in 2022 from 4.56% in 2021. The Business Field for Providing Accommodation and Food and Drink has performed well, helping the city's economy. In Balikpapan, 23% of the creative economy is in the culinary sector. Culinary tourism is popular in the city, although finding gastronomic information, especially for foreigners, can be difficult. As a result, there is a need for a culinary application that can provide information about Balikpapan's different culinary delights. Prior to developing a culinary application, the initial step entails the creation of a user flow. This user flow aims to establish a development team for the purpose of creating culinary apps that align with user requirements and customer satisfaction. The process of developing a user flow encompasses multiple steps, including literature research, understanding context of use, specify user requirements, and design user flow solution. Several elements and processes that can be included in a culinary application have been identified through research conducted with 30 entrepreneurs and 30 food enthusiasts. Ratings, delivery services, promotions, menus, favorite menus, best seller menus, payment options, order services, training, reports, maps, and other features are available. By displaying the user flow and offering step-by-step instructions for users, this research serves as the first stage in constructing the culinary application. The user flow will aid in communication and demonstrating how the culinary application functions. The findings will also be used to develop a culinary application prototype that demonstrates the user interface and user experience.
{"title":"User Flow Design Research for a Culinary Application Prototype to Improve Customer Satisfaction in Balikpapan","authors":"Luh Made Wisnu Satyaninggrat, Khairunnisa Rahmah, Prasis Damai Nursyam Hamijaya","doi":"10.47709/cnahpc.v5i2.2836","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2836","url":null,"abstract":"Balikpapan's economic growth is predicted to rise to 4.94% in 2022 from 4.56% in 2021. The Business Field for Providing Accommodation and Food and Drink has performed well, helping the city's economy. In Balikpapan, 23% of the creative economy is in the culinary sector. Culinary tourism is popular in the city, although finding gastronomic information, especially for foreigners, can be difficult. As a result, there is a need for a culinary application that can provide information about Balikpapan's different culinary delights. Prior to developing a culinary application, the initial step entails the creation of a user flow. This user flow aims to establish a development team for the purpose of creating culinary apps that align with user requirements and customer satisfaction. The process of developing a user flow encompasses multiple steps, including literature research, understanding context of use, specify user requirements, and design user flow solution. Several elements and processes that can be included in a culinary application have been identified through research conducted with 30 entrepreneurs and 30 food enthusiasts. Ratings, delivery services, promotions, menus, favorite menus, best seller menus, payment options, order services, training, reports, maps, and other features are available. By displaying the user flow and offering step-by-step instructions for users, this research serves as the first stage in constructing the culinary application. The user flow will aid in communication and demonstrating how the culinary application functions. The findings will also be used to develop a culinary application prototype that demonstrates the user interface and user experience.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136379414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-16DOI: 10.47709/cnahpc.v5i2.2811
Suryani Suryani, Nurdiansah Nurdiansah, Faizal Faizal, Nirwana Nirwana, Andrew Ridow Johanis, Marsa Marsa, Arkjun Yudistira Pratama
Pharmacy is a public facility that supplies, distributes, and serves medicine needs. Based on observations, Rania Farma Pharmacy is one of the pharmacies that still uses conventional methods of medicine management. The Pharmacist Assistant has to write down medicine stocks and transactions in a book, calculate sales with the help of a calculator, and monthly reporting by inputting daily sales in the Microsoft Office Excel application which takes quite a long time. This process is prone to human error, such as calculation and recording errors, which can harm pharmacies and consumers. This research uses the Design Thinking method to design a mobile-based pharmacy application based on the User Interface (UI) and User Experience (UX). Then perform prototype analysis using the System Usability Scale (SUS). Design Thinking includes software development methods focusing on solving human-centered problems. Pharmacy information needs are collected through observation, interviews, and literature study. In designing this information system, it is hoped that it can help medicine management at the Rania Farma Pharmacy. In testing the prototype, the analysis used is the System Usability Scale (SUS). The results of the SUS value were 79.5, which was included in the Good category. Therefore the design of the Pharmacy application can be used and developed to become a better and more useful system for pharmacies.
{"title":"UI/UX Design Of Mobile-Based Pharmacy Application Using Design Thinking Method","authors":"Suryani Suryani, Nurdiansah Nurdiansah, Faizal Faizal, Nirwana Nirwana, Andrew Ridow Johanis, Marsa Marsa, Arkjun Yudistira Pratama","doi":"10.47709/cnahpc.v5i2.2811","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2811","url":null,"abstract":"Pharmacy is a public facility that supplies, distributes, and serves medicine needs. Based on observations, Rania Farma Pharmacy is one of the pharmacies that still uses conventional methods of medicine management. The Pharmacist Assistant has to write down medicine stocks and transactions in a book, calculate sales with the help of a calculator, and monthly reporting by inputting daily sales in the Microsoft Office Excel application which takes quite a long time. This process is prone to human error, such as calculation and recording errors, which can harm pharmacies and consumers. This research uses the Design Thinking method to design a mobile-based pharmacy application based on the User Interface (UI) and User Experience (UX). Then perform prototype analysis using the System Usability Scale (SUS). Design Thinking includes software development methods focusing on solving human-centered problems. Pharmacy information needs are collected through observation, interviews, and literature study. In designing this information system, it is hoped that it can help medicine management at the Rania Farma Pharmacy. In testing the prototype, the analysis used is the System Usability Scale (SUS). The results of the SUS value were 79.5, which was included in the Good category. Therefore the design of the Pharmacy application can be used and developed to become a better and more useful system for pharmacies.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135353617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-29DOI: 10.47709/cnahpc.v5i2.2790
Djarot Hindarto, Bayu Yasa Wedha
Enterprise Resource Planning systems must strategically align with Enterprise Architecture to maximize benefits. In a business environment that is undergoing rapid change, organizations increasingly rely on ERP systems to integrate and streamline operations. However, the complete potential of ERP benefits may only be realized with an approach encompassing the entire organizational architecture. This study examines the importance of aligning ERP implementation with EA principles to establish a cohesive technological ecosystem. Organizations can facilitate seamless interactions and data flows by harmonizing business processes, data structures, applications, and technology infrastructure, allowing for efficient decision-making and resource optimization. The abstract describes how EA provides a structured blueprint to guide the integration of ERP systems, assuring compatibility, minimizing redundancies, and maximizing overall system efficiency. By conducting a comprehensive literature review and case study analysis, this study demonstrates the benefits of an integrated approach, including increased visibility, reduced operational divisions, improved scalability, and faster response to changes. The abstract also emphasizes the role of EA in adapting and evolving ERP systems as business requirements change, enabling organizations to resolve challenges and proactively leverage emerging technologies. Overall, this research contributes to a deeper understanding of the symbiotic relationship between EA and ERP by highlighting their combined ability to drive business growth, agility, and competitiveness. The abstract emphasizes the importance of strategic alignment. It guides practitioners, researchers, and decision-makers who wish to maximize the benefits of ERP implementations through a holistic Enterprise Architecture approach.
{"title":"Maximizing ERP Benefits with Enterprise Architecture: A Holistic Approach","authors":"Djarot Hindarto, Bayu Yasa Wedha","doi":"10.47709/cnahpc.v5i2.2790","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2790","url":null,"abstract":"Enterprise Resource Planning systems must strategically align with Enterprise Architecture to maximize benefits. In a business environment that is undergoing rapid change, organizations increasingly rely on ERP systems to integrate and streamline operations. However, the complete potential of ERP benefits may only be realized with an approach encompassing the entire organizational architecture. This study examines the importance of aligning ERP implementation with EA principles to establish a cohesive technological ecosystem. Organizations can facilitate seamless interactions and data flows by harmonizing business processes, data structures, applications, and technology infrastructure, allowing for efficient decision-making and resource optimization. The abstract describes how EA provides a structured blueprint to guide the integration of ERP systems, assuring compatibility, minimizing redundancies, and maximizing overall system efficiency. By conducting a comprehensive literature review and case study analysis, this study demonstrates the benefits of an integrated approach, including increased visibility, reduced operational divisions, improved scalability, and faster response to changes. The abstract also emphasizes the role of EA in adapting and evolving ERP systems as business requirements change, enabling organizations to resolve challenges and proactively leverage emerging technologies. Overall, this research contributes to a deeper understanding of the symbiotic relationship between EA and ERP by highlighting their combined ability to drive business growth, agility, and competitiveness. The abstract emphasizes the importance of strategic alignment. It guides practitioners, researchers, and decision-makers who wish to maximize the benefits of ERP implementations through a holistic Enterprise Architecture approach.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74053307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-28DOI: 10.47709/cnahpc.v5i2.2779
Bayu Yasa Wedha
This abstract captures the essence of optimizing transportation logistics through Enterprise Architecture (EA) by presenting an Integrated Management Systems (IMS)-centered case study. Effective logistics management is crucial for enhancing operational effectiveness and attaining competitive advantages in today's rapidly changing business environment. Achieving this optimization, however, requires a comprehensive strategy that harmonizes disparate aspects such as operational processes, data administration, and technological infrastructure. This study demonstrates that Enterprise Architecture has the potential to function as the link between these domains. This study examines the difficulty of dispersed logistics operations and the resulting inefficiencies, cost escalation, and compromised responsiveness. The case study is presented as Integrated Management Systems powered by Enterprise Architecture principles. This integration intends to optimize workflows, encourage cross-functional collaboration, and provide real-time visibility into logistical activities. This investigation demonstrates how a well-designed EA framework can effectively mitigate transportation logistics and supply chain management disparities. By analyzing the results of the case study, this study aims to identify the benefits and challenges of implementing Enterprise Architecture within the realm of transportation logistics. This study explains how EA can improve operational efficiency, resource utilization, lead time, and customer satisfaction. Therefore, the research contributes to a broader comprehension of how Enterprise Architecture can optimally resolve the complexities inherent to contemporary transportation logistics. The potential for increased operational agility and competitiveness in the logistics industry is highlighted by applying EA principles to the context of integrated management systems.
{"title":"Optimizing Transportation Logistics through Enterprise Architecture: A Case Study of Integrated Management Systems","authors":"Bayu Yasa Wedha","doi":"10.47709/cnahpc.v5i2.2779","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2779","url":null,"abstract":"This abstract captures the essence of optimizing transportation logistics through Enterprise Architecture (EA) by presenting an Integrated Management Systems (IMS)-centered case study. Effective logistics management is crucial for enhancing operational effectiveness and attaining competitive advantages in today's rapidly changing business environment. Achieving this optimization, however, requires a comprehensive strategy that harmonizes disparate aspects such as operational processes, data administration, and technological infrastructure. This study demonstrates that Enterprise Architecture has the potential to function as the link between these domains. This study examines the difficulty of dispersed logistics operations and the resulting inefficiencies, cost escalation, and compromised responsiveness. The case study is presented as Integrated Management Systems powered by Enterprise Architecture principles. This integration intends to optimize workflows, encourage cross-functional collaboration, and provide real-time visibility into logistical activities. This investigation demonstrates how a well-designed EA framework can effectively mitigate transportation logistics and supply chain management disparities. By analyzing the results of the case study, this study aims to identify the benefits and challenges of implementing Enterprise Architecture within the realm of transportation logistics. This study explains how EA can improve operational efficiency, resource utilization, lead time, and customer satisfaction. Therefore, the research contributes to a broader comprehension of how Enterprise Architecture can optimally resolve the complexities inherent to contemporary transportation logistics. The potential for increased operational agility and competitiveness in the logistics industry is highlighted by applying EA principles to the context of integrated management systems.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"153 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85409848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-21DOI: 10.47709/cnahpc.v5i2.2744
Djarot Hindarto
In an era of globalization and rapid technological advancements, the transportation industry is under increasing pressure to provide services that are efficient, integrated, and accommodating to the diverse requirements of customers. Enterprise Architecture is a holistic approach that can assist organizations in planning, managing, and integrating crucial elements such as business processes, information technology, data, and people. Using a qualitative approach and case studies in the transportation industry, this study investigates how the application of Enterprise Architecture can provide substantial benefits for enhancing customer service. Data was gathered by conducting in-depth interviews with various transportation organization stakeholders, including senior management, information technology personnel, and customer service teams. In the context of the transportation industry, this study seeks to analyze and describe the application of Enterprise Architecture with a concentration on customer service. The study results indicate that implementing Enterprise Architecture to customer service in the transportation industry can provide several significant benefits. Firstly, an Enterprise Architecture framework facilitates a greater comprehension of business processes and consumer interactions. This enables more effective process redesign and enhancements to customer service delivery. The author emphasizes the significance of Enterprise Architecture implementation in enhancing customer service in the transportation industry. This holistic approach can assist organizations in addressing complex challenges in a dynamic environment and provides a firm basis for customer-focused strategic decision-making. The findings of this study will likely provide valuable insights for the transportation industry and other organizations considering Enterprise Architecture implementation.
{"title":"Application Of Customer Service Enterprise Architecture In The Transportation Industry","authors":"Djarot Hindarto","doi":"10.47709/cnahpc.v5i2.2744","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2744","url":null,"abstract":"In an era of globalization and rapid technological advancements, the transportation industry is under increasing pressure to provide services that are efficient, integrated, and accommodating to the diverse requirements of customers. Enterprise Architecture is a holistic approach that can assist organizations in planning, managing, and integrating crucial elements such as business processes, information technology, data, and people. Using a qualitative approach and case studies in the transportation industry, this study investigates how the application of Enterprise Architecture can provide substantial benefits for enhancing customer service. Data was gathered by conducting in-depth interviews with various transportation organization stakeholders, including senior management, information technology personnel, and customer service teams. In the context of the transportation industry, this study seeks to analyze and describe the application of Enterprise Architecture with a concentration on customer service. The study results indicate that implementing Enterprise Architecture to customer service in the transportation industry can provide several significant benefits. Firstly, an Enterprise Architecture framework facilitates a greater comprehension of business processes and consumer interactions. This enables more effective process redesign and enhancements to customer service delivery. The author emphasizes the significance of Enterprise Architecture implementation in enhancing customer service in the transportation industry. This holistic approach can assist organizations in addressing complex challenges in a dynamic environment and provides a firm basis for customer-focused strategic decision-making. The findings of this study will likely provide valuable insights for the transportation industry and other organizations considering Enterprise Architecture implementation.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"101 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80489811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-15DOI: 10.47709/cnahpc.v5i2.2724
Siti Mutrofin, A. Widodo, Eddy Kurniawan
Schools often face problems in manually recording student contributions and savings: ineffectiveness, inefficiency, and inaccuracies in recording, calculating, or the three data are needed again. In this study, we offer Savings Management Information Systems (SiMantab), which aim to solve these problems. In order to realize the research objectives, we proposed to apply CodeIgniter to develop SiMantab for recording student data, student guardians, information on savings, reports on student transactions, and payments. The outcomes of this research are: 1) SiMantab can generate daily savings reports for each student and provide reports for student guardians'; 2) SiMantab allows student guardians to monitor payment activities such as tuition fees in auto debit savings; 3) SiMantab is able to convey information bills statement on the student guardian's menu; and 4) The school obtain information on students' payments record based on the student data such as gender and class displayed on the supervisor's main menu.
{"title":"Web-based Application for Savings and Payment Management using CodeIgniter case study Elementary School","authors":"Siti Mutrofin, A. Widodo, Eddy Kurniawan","doi":"10.47709/cnahpc.v5i2.2724","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2724","url":null,"abstract":"Schools often face problems in manually recording student contributions and savings: ineffectiveness, inefficiency, and inaccuracies in recording, calculating, or the three data are needed again. In this study, we offer Savings Management Information Systems (SiMantab), which aim to solve these problems. In order to realize the research objectives, we proposed to apply CodeIgniter to develop SiMantab for recording student data, student guardians, information on savings, reports on student transactions, and payments. The outcomes of this research are: 1) SiMantab can generate daily savings reports for each student and provide reports for student guardians'; 2) SiMantab allows student guardians to monitor payment activities such as tuition fees in auto debit savings; 3) SiMantab is able to convey information bills statement on the student guardian's menu; and 4) The school obtain information on students' payments record based on the student data such as gender and class displayed on the supervisor's main menu.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87584389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Efficient inventory management and consistent rice supply are pivotal for the sustainability of small-scale food stalls. This research introduces an innovative approach to address this challenge through the Neural Prophet algorithm. By synergizing neural networks with additive regression models, the Neural Prophet captures intricate temporal patterns and trends within rice sales data. Our study evaluates the Neural Prophet's effectiveness in predicting rice sales, specifically for essential food vendors. Leveraging historical sales data from June 2022 to April 2023, the algorithm incorporates seasonality and trends and integrates external events, such as holidays, to heighten prediction precision. Our findings underscore the Neural Prophet's remarkable prowess in forecasting rice sales at primary food kiosks, adeptly discerning data trends and fluctuations, culminating in reliable future sales projections. The model boasts compelling performance metrics: MAE = 12.90, RMSE = 15.80, and Loss = 0.0313. Beyond its technical merits, this research carries significant practical implications, empowering proprietors and suppliers of basic food stalls to streamline inventory management, avert stockouts, and curtail overstocking by harnessing the precision of rice demand forecasting facilitated by the Neural Prophet algorithm.
有效的库存管理和稳定的大米供应对小规模食品摊档的可持续性至关重要。本研究引入了一种创新的方法，通过神经预测算法来解决这一挑战。通过神经网络与加法回归模型的协同作用，神经先知捕捉到大米销售数据中复杂的时间模式和趋势。我们的研究评估了神经先知预测大米销售的有效性，特别是对基本食品供应商。利用2022年6月至2023年4月的历史销售数据，该算法结合了季节性和趋势，并整合了假日等外部事件，以提高预测精度。我们的研究结果强调了神经先知在预测主要食品亭的大米销售方面的非凡能力，熟练地识别数据趋势和波动，最终得出可靠的未来销售预测。该模型拥有令人信服的性能指标:MAE = 12.90, RMSE = 15.80, Loss = 0.0313。除了技术优点之外，这项研究还具有重要的实际意义，通过利用神经预测算法对大米需求的精确预测，使基本食品摊贩的经营者和供应商能够简化库存管理，避免缺货，并减少库存过剩。
{"title":"The application of Neural Prophet Time Series in predicting rice stock at Rice Stores","authors":"Djarot Hindarto, Ferial Hendrata, Mochamad Hariadi","doi":"10.47709/cnahpc.v5i2.2725","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2725","url":null,"abstract":"Efficient inventory management and consistent rice supply are pivotal for the sustainability of small-scale food stalls. This research introduces an innovative approach to address this challenge through the Neural Prophet algorithm. By synergizing neural networks with additive regression models, the Neural Prophet captures intricate temporal patterns and trends within rice sales data. Our study evaluates the Neural Prophet's effectiveness in predicting rice sales, specifically for essential food vendors. Leveraging historical sales data from June 2022 to April 2023, the algorithm incorporates seasonality and trends and integrates external events, such as holidays, to heighten prediction precision. Our findings underscore the Neural Prophet's remarkable prowess in forecasting rice sales at primary food kiosks, adeptly discerning data trends and fluctuations, culminating in reliable future sales projections. The model boasts compelling performance metrics: MAE = 12.90, RMSE = 15.80, and Loss = 0.0313. Beyond its technical merits, this research carries significant practical implications, empowering proprietors and suppliers of basic food stalls to streamline inventory management, avert stockouts, and curtail overstocking by harnessing the precision of rice demand forecasting facilitated by the Neural Prophet algorithm.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"113 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79443290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-14DOI: 10.47709/cnahpc.v5i2.2702
Djarot Hindarto, Mochamad Hariadi
This project aims to develop and execute a proficient information system at FGH Stores, to enhance sales performance and improve customer satisfaction. This study centers on incorporating information technology into routine business activities, intending to devise strategies that facilitate seamless consumer interactions and aid store management in effectively handling inventory and customer data. The research process includes the examination of business needs, the formulation of system architecture, the creation of user interfaces that prioritize ease of use, and the integration of databases. The resultant information system facilitates consumer registration as members, reduces browsing of product catalogs, and enables efficient execution of purchases. Furthermore, implementing shop management systems enables enhanced inventory monitoring, efficient customer data management, and improved responsiveness to consumer requests. This study assesses the effects of information systems on enhancing sales and operational efficiency by conducting data collection and analysis before and after deployment. The findings indicated that implementing information systems effectively enhanced the efficiency of the sales process and improved the customer experience, yielding substantial advantages for the growth of retail establishments. This study offers valuable insights into the possible utilization of information technology within the retail industry while also contributing to the comprehension of the favorable effects that information systems integration may have on corporate expansion and customer satisfaction.
{"title":"Information System Design at FGH Stores with Unified Modelling Language","authors":"Djarot Hindarto, Mochamad Hariadi","doi":"10.47709/cnahpc.v5i2.2702","DOIUrl":"https://doi.org/10.47709/cnahpc.v5i2.2702","url":null,"abstract":"This project aims to develop and execute a proficient information system at FGH Stores, to enhance sales performance and improve customer satisfaction. This study centers on incorporating information technology into routine business activities, intending to devise strategies that facilitate seamless consumer interactions and aid store management in effectively handling inventory and customer data. The research process includes the examination of business needs, the formulation of system architecture, the creation of user interfaces that prioritize ease of use, and the integration of databases. The resultant information system facilitates consumer registration as members, reduces browsing of product catalogs, and enables efficient execution of purchases. Furthermore, implementing shop management systems enables enhanced inventory monitoring, efficient customer data management, and improved responsiveness to consumer requests. This study assesses the effects of information systems on enhancing sales and operational efficiency by conducting data collection and analysis before and after deployment. The findings indicated that implementing information systems effectively enhanced the efficiency of the sales process and improved the customer experience, yielding substantial advantages for the growth of retail establishments. This study offers valuable insights into the possible utilization of information technology within the retail industry while also contributing to the comprehension of the favorable effects that information systems integration may have on corporate expansion and customer satisfaction.","PeriodicalId":15605,"journal":{"name":"Journal Of Computer Networks, Architecture and High Performance Computing","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90445716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-14DOI: 10.47709/cnahpc.v5i2.2699
Liskedame Yanti Sipayung, Chaston Ramotto Sinaga, Angelica Claudia Sagala
Tourist attractions are very interesting things to visit in an area that we are living. It is no exception when visiting the city of Medan, the tourists will visit interesting tourist spots in the city of Medan. To optimize time so that you can visit all tourist attractions in Medan City, you need to map locations so that you can create the shortest route that can be used to take all the tourist sites you want to visit in Medan City. The shortest route of a trip will shorten the travel time. Likewise in terms of seeking experts. When requesting a route from one point (start point) to another location (destination point), usually the result that comes out is the "shortest path" from the starting point to the destination point. The shortest path is the problem of finding a path between two or more vertices in a minimum weighted graph. To simplify solving the shortest path problem, a search algorithm is needed. Dijkstra's algorithm solves the problem of finding the shortest path between two vertices in a weighted graph with the smallest total number, by finding the shortest distance between the initial vertex and other vertices, so that the path formed from the initial vertex to the destination vertex has the smallest total weight. In this study, Dijkstra's algorithm looks for the shortest path based on the smallest weight from one point to another, so that it can help provide a choice of paths. Based on the trials of Dijkstra's algorithm, it has the ability to find the shortest path, because in this algorithm each graph is selected an edge with a minimum weight that connects the selected vertices with other unselected vertices.
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