INOVTEK Polbeng - Seri Informatika最新文献

Implementasi Internet Of Things Pada Protokol MQTT Dan HTTP Dalam Sistem Pendeteksi Banjir 在洪水检测系统中利用 MQTT 和 HTTP 协议实现物联网

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3767

A. Hanif, Rahayul Amri

{"title":"Implementasi Internet Of Things Pada Protokol MQTT Dan HTTP Dalam Sistem Pendeteksi Banjir","authors":"A. Hanif, Rahayul Amri","doi":"10.35314/isi.v8i2.3767","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3767","url":null,"abstract":"– Current information technology is rapidly advancing, with users utilizing the internet for daily needs, such as the Internet of Things (IoT). IoT plays a crucial role in early flood detection, functioning like smart alarms where connected sensors in flood-prone areas provide rapid warnings as water levels rise. In terms of natural disaster mitigation, IoT acts as an intelligent assistant, aiding in planning measures to reduce risks and losses. With real-time data provided by IoT sensors, authorities can respond more promptly, guide evacuations, and assist communities in facing disasters more effectively. However, challenges arise due to limited response time and early detection processes. Responsive and efficient systems are key to addressing these challenges. In the effort to enhance responsiveness to flood threats, the use of optimal network protocols, namely Message Queue Telemetry Transport (MQTT) and Hyper Text Transport Protocol (HTTP), is crucial in IoT systems. Therefore, a comparison of these network protocols becomes necessary. Results indicate that the MQTT protocol is more suitable for responsive and efficient flood notification data transmission due to its low delay value of 185.749403 ms, while the highest delay is observed in the HTTP protocol at 361.800781 ms. This research provides insights into the superior implementation of MQTT protocols in early flood detection systems.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"1 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263045","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}

引用次数: 0

Perbandingan K-Means dan Hierarchical Clustering dalam Pengelompokan Daerah Beresiko Stunting K-Means 和分层聚类在发育迟缓风险地区聚类中的比较

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3612

I. Indra, Nahya Nur, Muhammad Iqram, Nurul Inayah

{"title":"Perbandingan K-Means dan Hierarchical Clustering dalam Pengelompokan Daerah Beresiko Stunting","authors":"I. Indra, Nahya Nur, Muhammad Iqram, Nurul Inayah","doi":"10.35314/isi.v8i2.3612","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3612","url":null,"abstract":"– Currently, Indonesia is one of the countries with a fairly high stunting rate in the world, where the prevalence of stunting is still in the range of 21.6%, while the minimum standard for stunting prevalence set by WHO is 20%. Stunting is a condition of failure to thrive that occurs early in life, usually in children aged 0-5 years. To overcome this problem, the government and related parties have carried out various efforts and intervention programs, one of which is determining priority areas for handling stunting by clustering. In this research, we will cluster stunting areas based on provinces in Indonesia by referring to several parameters, namely the percentage of immunization, proportion of stunting, coverage of exclusive breastfeeding, coverage of vitamins and blood supplement tablets, as well as access to proper sanitation and drinking water. This research will compare clusters formed using Hierarchical Clustering and K Means. The results of the comparison between the K-Means and Hierarchical Clustering methods show that K-Means produces better cluster grouping in terms of the Silhouette Coefficient value of 0.48 and the Calinski-Harabasz index of 10.49 with the number of clusters formed being 2 clusters. In the Hierarchical Clustering Algorithm, the resulting Silhouette Coefficient value is 0.47 and the Calinski-Harabasz index is 9.54. The greater the value of the Silhouette Coefficient and Calinski-Harabasz index, the better the cluster that is formed.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263432","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}

引用次数: 0

Implementasi Algoritma Support Vector Machine (SVM) untuk Deteksi Banjir 支持向量机 (SVM) 算法在洪水检测中的应用

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3443

Agnes Frenica, L. Lindawati, S. Soim

{"title":"Implementasi Algoritma Support Vector Machine (SVM) untuk Deteksi Banjir","authors":"Agnes Frenica, L. Lindawati, S. Soim","doi":"10.35314/isi.v8i2.3443","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3443","url":null,"abstract":"– Flooding is the most common disaster in Indonesia in 2022. Based on a report from the National Disaster Management Agency (BNPB), the number of floods equalled 43.1% of the total national disaster events of around 1,524. One of the areas that was repeatedly affected by flooding from 2022 to 2023 was South Sumatra 99 times. To overcome this problem, machine learning technology can be used as a detection and early warning tool against flooding, one of which is the SVM algorithm. In this study, the performance of various SVM kernels was assessed, and the kernel with the best performance was selected for use in the flood detection system. This research categorizes the flood status with three classification labels: \"safe,\" \"alert,\" and \"danger.\" Various SVM algorithms such as linear, polynomial, RBF, and sigmoid are implemented using public datasets to build a flood status prediction model. Then it will be tested with a flood detection device consisting of an Arduino Uno, NodeMCU, and various sensors such as ultrasonic, water discharge, rainfall, and temperature and humidity sensors. Evaluation measures accuracy, precision, recall, F1-Score, ROC curve, and Cross-Validation. The evaluation results showed that the SVM model with a polynomial kernel was selected as the optimal detection model compared to other kernels. This model achieved a training and testing accuracy of 1.0, a training time of only 0.0012 seconds, a prediction time of 0.0002 seconds, and precision, recall, and F1-score of 1.0. In addition, cross-validation also reached 1.0 in classifying flood data. Testing on the tool used 131 test data with an accuracy of 1.0. Classification results and sensor data are presented through an Android application, making flood monitoring easier.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"14 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263523","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}

引用次数: 0

Tata Kelola Rekam Medis Berbasis Elektronik Dalam Pelaporan Mortalitas Pasien Rawat Inap Menggunakan Metode Agile Software Development 使用敏捷软件开发方法治理住院病人死亡率报告中的电子病历

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3532

Isfazriah Rahmaliani, Falaah Abdussalaam, E. Gunawan, Matoeari Soelistijaningrum

{"title":"Tata Kelola Rekam Medis Berbasis Elektronik Dalam Pelaporan Mortalitas Pasien Rawat Inap Menggunakan Metode Agile Software Development","authors":"Isfazriah Rahmaliani, Falaah Abdussalaam, E. Gunawan, Matoeari Soelistijaningrum","doi":"10.35314/isi.v8i2.3532","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3532","url":null,"abstract":"– In realizing good medical record governance in the inpatient mortality reporting section, an integrated mortality reporting information system technology is needed. Based on research that has been conducted, researchers still find problems, namely the processing and reporting of inpatient mortality data at X Hospital is not fully computerized. So that it becomes inconsistent in inputting and collecting data, this causes delays in reporting mortality data. Therefore, researchers designed an inpatient mortality reporting information system. The research method used is Descriptive Qualitative, with data collection techniques: literature study, field study and interviews with the Head of Medical Records and medical record data processing staff at X Hospital. Using the software development method, namely the Agile Software Development Method which starts from the requirement-design-development-testing-deployment stage and applies security features equipped with a username and password so that it can only be accessed by officers. The final results of the design of the inpatient mortality information system can be implemented to create data processing and reporting that is well compatible and interoperable and ensures the availability of accurate and easily accessible health information, so that it can be used to support the process of management functions, services, and decision making.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"91 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263936","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}

引用次数: 0

Klasifikasi Uang Rupiah Kertas Tidak Layak Edar Menggunakan CNN Xception Transfer Learning Berbasis Website 使用基于网站的 CNN Xception 转移学习对未流通纸币进行分类

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3657

Muhammad Albani, Rahmat Rizal Andhi

引用次数: 0

Diagnosis Dini Penyakit Gagal Ginjal Dengan Metode Dempster 用登普斯特法早期诊断肾衰竭疾病

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3728

Adzra Fakhira, Fitri Insani, M. Irsyad, Yelfi Vitriani, Fitra Kurnia

引用次数: 0

Rancang Bangun Sistem Informasi Pengelolaan Barang Berbasis Web Menggunakan Framework Nuxt JS 使用 Nuxt JS 框架设计基于网络的货物管理信息系统

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3344

Theo Servis Bantang, A. Nugroho

{"title":"Rancang Bangun Sistem Informasi Pengelolaan Barang Berbasis Web Menggunakan Framework Nuxt JS","authors":"Theo Servis Bantang, A. Nugroho","doi":"10.35314/isi.v8i2.3344","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3344","url":null,"abstract":"- One of the problems with PT. Pura Barutama unit Rotogravure satu is they still manage data manually to record properties in the server room. So there are many problems such as the use of a lot of paper resources and the possibility of missing the paper. Therefore, a system is needed that can make it easier for users to record information about properties in the server room quickly and can be accessed anywhere and provide notifications about the state of the server room. This research resulted in an information system for properties in the server room and also a system for delivering information about the temperature and humidity of the server room and many more that users can do such as creating data, changing, deleting, printing, or viewing visualizations from the server room in three dimensions. All these interfaces and functions will be built using Nuxt JS, a framework that can connect the frontend and backend easily. The application will be designed using the waterfall method because it develops an information system systematically and sequentially consisting of several stages from needs analysis, design, and implementation to testing. After going through these stages a product inventory website application is produced to manage goods effectively and efficiently.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"40 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139266054","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}

引用次数: 0

Rancang Bangun Aplikasi Pengolahan Data Posyandu Menggunakan Metode Waterfall Berbasis Website 使用基于网站的瀑布法设计 Posyandu 数据处理应用程序

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3616

Eka Rani Noviana, N. Marpaung

{"title":"Rancang Bangun Aplikasi Pengolahan Data Posyandu Menggunakan Metode Waterfall Berbasis Website","authors":"Eka Rani Noviana, N. Marpaung","doi":"10.35314/isi.v8i2.3616","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3616","url":null,"abstract":"Abstrack - Posyandu is a health service unit that provides various basic health services for the community. Posyandu is also the first place that people at the village or sub-district level can visit to get basic health services, especially for pregnant women and toddlers. One important part of implementing posyandu is recording. Data recording has an important role in health monitoring, making reports and evaluations as well as documenting the health of the people who are examined and served at the posyandu so it needs to be done effectively, accurately and also have safe data storage media. The Posyandu application in this research was developed by utilizing Waterfall system development which begins with the system analysis stage of input, process, output, software and hardware. Second, design the system. Third, the implementation system uses the PHP programming language with the Codeigniter Framework, Bootstrap Framework, and uses a MySQL database. Next we enter the system testing and maintenance phase. The application is equipped with features: managing system user data, managing toddler identity and examination data, toddler development charts, managing identity data and examinations for pregnant women, notifications as reminders for toddler immunization schedules and reminder notifications for health examination schedules during pregnancy for pregnant women sent via application. WhatsApp, and print or download examination reports for pregnant women and toddlers.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"36 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265602","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}

引用次数: 0

Perencanaan Arsitektur Enterprise Menggunakan Framework TOGAF (The Open Group Architecture Framework) Perencanaan Arsitektur Enterprise Menggunakan Framework TOGAF（开放组架构框架）

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3338

Afriza Meigi Zukhruf, A. Widodo, Eko Sediyono

{"title":"Perencanaan Arsitektur Enterprise Menggunakan Framework TOGAF (The Open Group Architecture Framework)","authors":"Afriza Meigi Zukhruf, A. Widodo, Eko Sediyono","doi":"10.35314/isi.v8i2.3338","DOIUrl":"https://doi.org/10.35314/isi.v8i2.3338","url":null,"abstract":"PKU Muhammadiyah Mayong Hospital is a health institution that focuses on excellent service to patients. The increasing need for service functions is a driving factor for the application of information technology at PKU Muhammadiyah Mayong Hospital. To support the alignment of the application of information systems with the needs of the hospital, a paradigm called enterprise architecture is needed. This study aims to analyze the planning of enterprise architecture using the Open Group Architecture Framework (TOGAF) framework with the Architecture Development Method (ADM) method at PKU Muhammadiyah Mayong Hospital. TOGAF is a generic architectural framework designed to be used in various types and sizes of organizations. ADM is a method that contains a set of activities used in modeling the development of enterprise architecture. This research is expected to be useful for PKU Muhammadiyah Mayong Hospital to integrate business processes with information technology. At each stage of ADM what is done is the process of identifying problems, analyzing problems and solutions to these problems. In this study the stages used only up to the information system architecture. The results of this study are proposed business architecture, data architecture and application architecture.","PeriodicalId":354905,"journal":{"name":"INOVTEK Polbeng - Seri Informatika","volume":"199 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139262663","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}

引用次数: 0

Perancangan Sistem Laporan Penyakit Tidak Menular Dengan Menggunakan Metode Rapid Application Development (RAD) 使用快速应用开发 (RAD) 方法设计非传染性疾病报告系统

INOVTEK Polbeng - Seri Informatika Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3428

Elisabeth Eunike Switenia Laowo, Yada Syahidin, Irda Sari

引用次数: 0