Abstract: Forecasting is an analytical technique that uses historical data as input to make informed forecasts to determine the direction of future trends. Forecasting can be used for business actors to be able to manage and organize sales strategies and inventory in the following month or year. Ficus Bengkulu Pharmacy is one of the pharmacies in the city of Bengkulu which sells various types of medicines, both prescription and non-prescription. The processing of drug sales data is still conventional, so when pharmacists want to know drug sales and drug supplies they have to look at the records from the book so it takes a very long time. Therefore, an inventory application is needed that is able to record drug records and provide recommendations in the form of forecasting to maintain and control drug use and drug demand which is carried out every month. The forecasting method used is the Straight Line Model Method. Based on the implementation of Tremenza drug sales data for 2021, the results for forecasting Tremenza drug sales in 2022 are obtained every month from January to December 2022, where the average value of sales forecasting results per month is 1041 and an increase of 4.83% from average sales per month in the previous year.
{"title":"Implementasi Forecasting Penjualan Obat Menggunakan Metode Straight Line Model Pada Apotek Ficus Bengkulu","authors":"N. Puspita, Indra Kanedi, Ila Yati Beti","doi":"10.37676/jmi.v19i2.4288","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4288","url":null,"abstract":"Abstract: Forecasting is an analytical technique that uses historical data as input to make informed forecasts to determine the direction of future trends. Forecasting can be used for business actors to be able to manage and organize sales strategies and inventory in the following month or year. Ficus Bengkulu Pharmacy is one of the pharmacies in the city of Bengkulu which sells various types of medicines, both prescription and non-prescription. The processing of drug sales data is still conventional, so when pharmacists want to know drug sales and drug supplies they have to look at the records from the book so it takes a very long time. Therefore, an inventory application is needed that is able to record drug records and provide recommendations in the form of forecasting to maintain and control drug use and drug demand which is carried out every month. The forecasting method used is the Straight Line Model Method. Based on the implementation of Tremenza drug sales data for 2021, the results for forecasting Tremenza drug sales in 2022 are obtained every month from January to December 2022, where the average value of sales forecasting results per month is 1041 and an increase of 4.83% from average sales per month in the previous year.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"25 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139319329","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}
Dalam kota-kota besar, mobilitas masyarakat semakin tinggi. Banyak orang yang membutuhkan kendaraan untuk memenuhi kebutuhan sehari-hari seperti bekerja, bersekolah, atau beraktivitas sosial. Namun, memiliki kendaraan pribadi di kota-kota besar bisa menjadi sebuah masalah karena adanya kemacetan lalu lintas yang sering terjadi dan sulitnya menemukan tempat parkir. Sebagai solusi, banyak orang yang memilih untuk menggunakan transportasi publik seperti bus, kereta, atau taksi. Namun, transportasi publik memiliki keterbatasan dalam hal jadwal dan fleksibilitas, sehingga tidak cocok untuk semua kebutuhan mobilitas. Di sinilah aplikasi penyewaan motor hadir sebagai solusi alternatif. Aplikasi ini memungkinkan pengguna untuk menyewa motor sesuai dengan kebutuhan mereka, baik untuk keperluan harian, liburan, atau perjalanan bisnis. Pengguna dapat memesan motor secara online melalui aplikasi dan kemudian motor akan diantar ke lokasi yang diinginkan oleh pengguna,dengan adanya kasus ini penulis merancang design dan prototype untuk aplikasi penyeewaan motor tersebut.
{"title":"PEMBUATAN PROTOTYPE UI/UX APLIKASI PENYEWAAN SEPEDA MOTOR UNTUK MASYARAKAT","authors":"Khalida Akmal Lestari, Rizki Hikmawan","doi":"10.37676/jmi.v19i2.4375","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4375","url":null,"abstract":"Dalam kota-kota besar, mobilitas masyarakat semakin tinggi. Banyak orang yang membutuhkan kendaraan untuk memenuhi kebutuhan sehari-hari seperti bekerja, bersekolah, atau beraktivitas sosial. Namun, memiliki kendaraan pribadi di kota-kota besar bisa menjadi sebuah masalah karena adanya kemacetan lalu lintas yang sering terjadi dan sulitnya menemukan tempat parkir. Sebagai solusi, banyak orang yang memilih untuk menggunakan transportasi publik seperti bus, kereta, atau taksi. Namun, transportasi publik memiliki keterbatasan dalam hal jadwal dan fleksibilitas, sehingga tidak cocok untuk semua kebutuhan mobilitas. Di sinilah aplikasi penyewaan motor hadir sebagai solusi alternatif. Aplikasi ini memungkinkan pengguna untuk menyewa motor sesuai dengan kebutuhan mereka, baik untuk keperluan harian, liburan, atau perjalanan bisnis. Pengguna dapat memesan motor secara online melalui aplikasi dan kemudian motor akan diantar ke lokasi yang diinginkan oleh pengguna,dengan adanya kasus ini penulis merancang design dan prototype untuk aplikasi penyeewaan motor tersebut.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"208 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320368","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}
Pada era digital saat ini, website menjadi salah satu media yang penting dalam mempromosikan suatu acara atau kegiatan. Namun, tidak semua website dapat diakses dengan baik pada berbagai perangkat seperti smartphone atau tablet. Oleh karena itu, diperlukan pembuatan website responsif yang dapat menyesuaikan tampilannya pada berbagai perangkat. Bootstrap adalah salah satu framework CSS yang dapat digunakan untuk membangun website responsif dengan mudah dan cepat.Penelitian ini bertujuan untuk membangun website responsif dengan menggunakan Bootstrap dan mengimplementasikannya pada studi kasus Semarang Heritage Family Run 2022 serta mengetahui keuntungan dari penggunaan Bootstrap dalam pembuatan website. Metode penelitian yang digunakan adalah studi kasus dengan melakukan analisis terhadap implementasi Bootstrap pada website Semarang Heritage Family Run 2022. Hasil penelitian menunjukkan bahwa penggunaan Bootstrap dapat meningkatkan kualitas tampilan dan fungsionalitas website secara signifikan. Kesimpulannya, penggunaan Bootstrap sangat penting dalam pembuatan website responsif karena dapat meningkatkan kualitas tampilan dan fungsionalitas website secara signifikan serta membuatnya lebih mudah diakses oleh pengguna pada berbagai perangkat.
在当今的数字时代，网站已成为宣传事件或活动的最重要媒体之一。然而，并非所有网站都能在智能手机或平板电脑等各种设备上正常访问。因此，有必要创建一个能在各种设备上调整外观的响应式网站。Bootstrap 是一种 CSS 框架，可用于方便快捷地创建响应式网站。 本研究旨在使用 Bootstrap 创建响应式网站，并在 Semarang Heritage Family Run 2022 案例研究中加以实施，同时找出使用 Bootstrap 制作网站的好处。使用的研究方法是案例研究，通过分析在三宝垄遗产家庭跑 2022 网站上实施 Bootstrap 的情况。 结果表明，使用 Bootstrap 可以显著提高网站的外观和功能质量。总之，Bootstrap 的使用对于制作响应式网站非常重要，因为它可以显著提高网站的外观和功能质量，并使各种设备上的用户更容易访问网站。
{"title":"Pengembangan Responsif Website Untuk Semarang Heritage Run 2022 dengan Framework Bootstrap","authors":"Data Ardian Dirgantara, R. Andrian","doi":"10.37676/jmi.v19i2.4346","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4346","url":null,"abstract":"Pada era digital saat ini, website menjadi salah satu media yang penting dalam mempromosikan suatu acara atau kegiatan. Namun, tidak semua website dapat diakses dengan baik pada berbagai perangkat seperti smartphone atau tablet. Oleh karena itu, diperlukan pembuatan website responsif yang dapat menyesuaikan tampilannya pada berbagai perangkat. Bootstrap adalah salah satu framework CSS yang dapat digunakan untuk membangun website responsif dengan mudah dan cepat.Penelitian ini bertujuan untuk membangun website responsif dengan menggunakan Bootstrap dan mengimplementasikannya pada studi kasus Semarang Heritage Family Run 2022 serta mengetahui keuntungan dari penggunaan Bootstrap dalam pembuatan website. Metode penelitian yang digunakan adalah studi kasus dengan melakukan analisis terhadap implementasi Bootstrap pada website Semarang Heritage Family Run 2022. Hasil penelitian menunjukkan bahwa penggunaan Bootstrap dapat meningkatkan kualitas tampilan dan fungsionalitas website secara signifikan. Kesimpulannya, penggunaan Bootstrap sangat penting dalam pembuatan website responsif karena dapat meningkatkan kualitas tampilan dan fungsionalitas website secara signifikan serta membuatnya lebih mudah diakses oleh pengguna pada berbagai perangkat.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"98 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320501","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}
Indonesia is an archipelagic country where most of its territory is water, so all activities carried out in water, especially the sea, are an important part of the life of the Indonesian people. The height of the sea waves is a phenomenon that greatly affects the efficiency and safety of people when they are in sea waters. The process of obtaining sea wave height data requires an appropriate system. So this study designed a prototype system for monitoring the height of sea waves in real-time based on IoT. The method used is the waterfall, where the ultrasonic sensor will be connected to the ESP-8266 nodemcu so that real-time sea wave height data is obtained through the user interface on the Thinger IO Platform. In addition, the system uses red, yellow, and green LEDs as indicators of the height of the water waves. These results indicate that the application of real-time IoT-based sea wave height systems has good capabilities. This is indicated by the user being able to see real-time monitoring data on sea wave height based on IoT with the display of numbers, graphs, and LED indicator lights. For the seawater level scale used in the system, the LED indicator lights in red are 0-10 cm,yellow are 11-20 cm, and green are 21-30 cm.
印度尼西亚是一个群岛国家，大部分领土都是水域，因此在水域，尤其是海洋中开展的所有活动都是印度尼西亚人民生活的重要组成部分。海浪的高度在很大程度上影响着人们在海域活动的效率和安全。获取海浪高度数据的过程需要一个合适的系统。因此，本研究设计了一个基于物联网实时监测海浪高度的原型系统。采用的方法是瀑布式，将超声波传感器与 ESP-8266 nodemcu 连接，从而通过 Thinger IO 平台上的用户界面获取实时海浪高度数据。此外，系统还使用红色、黄色和绿色 LED 灯作为水波高度的指示灯。这些结果表明，基于物联网的实时海浪高度系统具有良好的应用能力。用户可以通过数字、图形和 LED 指示灯的显示，看到基于物联网的海浪高度实时监测数据。对于系统中使用的海水水位标尺，LED 指示灯红色代表 0-10 厘米，黄色代表 11-20 厘米，绿色代表 21-30 厘米。
{"title":"SISTEM MONITORING KETINGGIAN OMBAK AIR LAUT SECARA REAL-TIME BERBASIS IoT","authors":"Dedi Apriadi, Toibah Umi Kalsum, Hendri Alamsyah","doi":"10.37676/jmi.v19i2.4422","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4422","url":null,"abstract":"Indonesia is an archipelagic country where most of its territory is water, so all activities carried out in water, especially the sea, are an important part of the life of the Indonesian people. The height of the sea waves is a phenomenon that greatly affects the efficiency and safety of people when they are in sea waters. The process of obtaining sea wave height data requires an appropriate system. So this study designed a prototype system for monitoring the height of sea waves in real-time based on IoT. The method used is the waterfall, where the ultrasonic sensor will be connected to the ESP-8266 nodemcu so that real-time sea wave height data is obtained through the user interface on the Thinger IO Platform. In addition, the system uses red, yellow, and green LEDs as indicators of the height of the water waves. These results indicate that the application of real-time IoT-based sea wave height systems has good capabilities. This is indicated by the user being able to see real-time monitoring data on sea wave height based on IoT with the display of numbers, graphs, and LED indicator lights. For the seawater level scale used in the system, the LED indicator lights in red are 0-10 cm,yellow are 11-20 cm, and green are 21-30 cm.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320504","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}
Abstract- Acceptance of new students is a routine activity every academic year that is carried out at school. IT IQRA' High School in Bengkulu City is one of the private schools in Bengkulu City which accepts new students every Academic Year. Based on data obtained from the 2018/2019 Academic Year to the 2022/2023 Academic Year (data attached), it shows that the level of the number of students sometimes decreases and also increases. This fluctuating pattern of student numbers is a problem faced by the school. IT IQRA Senior Middle School' Bengkulu City in determining the strategic steps and policies of the school in dealing with the Acceptance of New Students each Academic Year. The application for forecasting the number of enrollment students at IT IQRA' High School Bengkulu City was built using the Visual Basic .Net programming language and SQL Server 2008r2 Database. the forecasting application for the number of student enrollments at IT IQRA' High School in Bengkulu City is an application that can help schools find out how many new student enrollments will be in the coming school year based on the results of an analysis conducted from previous trend data using the Weight Moving Average Method. From the sample data used in the 2018/2019 Academic Year to 2022/2023, the forecast results obtained for the number of new student enrollments in the 2023/2024 Academic Year were 249 new students.
摘要- 录取新生是学校每学年都要进行的例行活动。明古鲁市 IT IQRA'高中是明古鲁市每学年接收新生的私立学校之一。根据2018/2019学年至2022/2023学年的数据（数据附后）显示，学生人数时而减少，时而增加。这种学生人数的波动模式是学校面临的一个问题。IT IQRA 高中 "明古鲁市在确定学校处理每学年新生录取的战略步骤和政策时。明古鲁市 IT IQRA'高级中学招生人数预测应用程序是使用 Visual Basic .Net 编程语言和 SQL Server 2008r2 数据库构建的。明古鲁市 IT IQRA'高级中学招生人数预测应用程序是一个可以帮助学校根据使用加权移动平均法对以往趋势数据进行分析的结果，找出下一学年将有多少新生入学的应用程序。从2018/2019学年至2022/2023学年使用的样本数据来看，2023/2024学年新生入学人数的预测结果为249名新生。
{"title":"Aplikasi Peramalan Jumlah Pendaftaran Siswa Di SMA IT IQRA’ Kota Bengkulu Menggunakan Metode Weight Moving Average (WMA)","authors":"I. Kartika, Sapri Sapri, Jhoanne Fredricka","doi":"10.37676/jmi.v19i2.4317","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4317","url":null,"abstract":"Abstract- Acceptance of new students is a routine activity every academic year that is carried out at school. IT IQRA' High School in Bengkulu City is one of the private schools in Bengkulu City which accepts new students every Academic Year. Based on data obtained from the 2018/2019 Academic Year to the 2022/2023 Academic Year (data attached), it shows that the level of the number of students sometimes decreases and also increases. This fluctuating pattern of student numbers is a problem faced by the school. IT IQRA Senior Middle School' Bengkulu City in determining the strategic steps and policies of the school in dealing with the Acceptance of New Students each Academic Year. The application for forecasting the number of enrollment students at IT IQRA' High School Bengkulu City was built using the Visual Basic .Net programming language and SQL Server 2008r2 Database. the forecasting application for the number of student enrollments at IT IQRA' High School in Bengkulu City is an application that can help schools find out how many new student enrollments will be in the coming school year based on the results of an analysis conducted from previous trend data using the Weight Moving Average Method. From the sample data used in the 2018/2019 Academic Year to 2022/2023, the forecast results obtained for the number of new student enrollments in the 2023/2024 Academic Year were 249 new students.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"115 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320696","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}
Abstract-The performance of Government Employees with Work Agreements (PPPK) is one of the elements that greatly determines the quality of PUPR services. With this very important function, PPPK performance needs to be managed properly to determine whether PPPK professionalism has been maximized. One way is by using the Clustering technique with the K-Means algorithm which is very fast in the process of grouping potential PPPK performance. This research method uses SDLC (System Development Life Cycle), which is a logical process used by systems analysts to describe an information system, including requirements, validation, training and ownership. The end result of this research is a system that can cluster PPPK performance into 3 parts where the Best Performance Quality consists of 7 people, Fairly Good Performance Quality consists of 1 person and Poor Performance Quality consists of 7 people.
{"title":"Clustering Kualitas Kinerja Pegawai Pemerintah Dengan Perjanjian Kerja Pada Dinas Pekerjaan Umum Dan Penataan Ruang Kota Bengkulu","authors":"Wahyu Ishak Marzuki, Herlina Latipa Sari, Yupianti Yupianti","doi":"10.37676/jmi.v19i2.4300","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4300","url":null,"abstract":"Abstract-The performance of Government Employees with Work Agreements (PPPK) is one of the elements that greatly determines the quality of PUPR services. With this very important function, PPPK performance needs to be managed properly to determine whether PPPK professionalism has been maximized. One way is by using the Clustering technique with the K-Means algorithm which is very fast in the process of grouping potential PPPK performance. This research method uses SDLC (System Development Life Cycle), which is a logical process used by systems analysts to describe an information system, including requirements, validation, training and ownership. The end result of this research is a system that can cluster PPPK performance into 3 parts where the Best Performance Quality consists of 7 people, Fairly Good Performance Quality consists of 1 person and Poor Performance Quality consists of 7 people.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320702","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}
Abstract_Bandwidth management is a network management technique in an effort to provide fair and satisfactory network performance, which regulates computer networks so that bandwidth is used optimally and evenly. The internet network located in Renah Semanek Village has problems such as unstable internet connection, unequal internet distribution, making it difficult for everyone to access the internet. This study aims to stabilize the internet connection by dividing the maximum possible bandwidth across all clients, so that users will get an equal amount of bandwidth. This implementation has been tested and proven to improve Quality of Service (QoS) on Rt Rw Net. The results of the implementation of the PCQ-Queue Tree method get an increase in QoS value seen from the upload and download parameter testing, initially the internet connection was not divided equally.
摘要_带宽管理是一种网络管理技术，旨在提供公平和令人满意的网络性能，从而调节计算机网络，使带宽得到最佳和均衡的使用。位于 Renah Semanek 村的互联网网络存在互联网连接不稳定、互联网分布不均等问题，导致每个人都难以访问互联网。本研究旨在通过将最大可能的带宽分配给所有客户端，使用户获得同等数量的带宽，从而稳定互联网连接。该实施方案已在 Rt Rw Net 上进行了测试，并证明能提高服务质量（QoS）。PCQ-Queue Tree 方法的实施结果表明，从上传和下载参数测试中可以看到 QoS 值的提高，而最初的互联网连接并不是平均分配的。
{"title":"Implementasi Metode PCQ – Queue Tree Pada Router Mikrotik Untuk Meningkatkan Quality Of Service Jaringan Internet Di Desa Renah Semanek","authors":"Ar. Walad Mahfuzi, Dedy Abdullah, Ujang Juhardi, Marhalim Marhalim, Raymond Pallas","doi":"10.37676/jmi.v19i2.4173","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4173","url":null,"abstract":"Abstract_Bandwidth management is a network management technique in an effort to provide fair and satisfactory network performance, which regulates computer networks so that bandwidth is used optimally and evenly. The internet network located in Renah Semanek Village has problems such as unstable internet connection, unequal internet distribution, making it difficult for everyone to access the internet. This study aims to stabilize the internet connection by dividing the maximum possible bandwidth across all clients, so that users will get an equal amount of bandwidth. This implementation has been tested and proven to improve Quality of Service (QoS) on Rt Rw Net. The results of the implementation of the PCQ-Queue Tree method get an increase in QoS value seen from the upload and download parameter testing, initially the internet connection was not divided equally.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"266 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320711","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}
Abstract_The skin is the outermost organ of the body that lines the human body. The skin makes up 15% of the total body weight. On the outer surface of the skin there are pores (cavities) through which sweat comes out. The skin has many functions, including protecting the body, as a means of touch or communication, and as a means of controlling temperature. To do skin care requires sufficient knowledge. Before carrying out skin care, determining the type of facial skin is very necessary because the determination of skin care must be adjusted to the type of facial skin. The role of a skin specialist is very necessary in determining the type of facial skin care according to skin type. The limited number of dermatologists and doctor's hours of practice, very long queues and long distances are obstacles that are often experienced by most women who seek treatment at beauty clinics. Therefore a tool is designed using an expert system to diagnose facial skin types early. This expert system was designed using the PHP Programming Language and MySQL database by implementing the Certainty Factor Method. The expert system created can make it easy for users to consult about facial skin types online. From the results of tests carried out by the certainty factor method, it can be used as a solution in using an expert system to diagnose this type of facial skin care. In applying the certainty factor method, it can provide a percentage of the level of confidence in a disease. So that users can make this expert system as an application that can provide assistance in facial care.
摘要_皮肤是人体最外层的器官，是人体的纹理。皮肤占人体总重量的 15%。皮肤的外表面有毛孔（空腔），汗液通过毛孔排出。皮肤有很多功能，包括保护身体、作为触摸或交流的手段，以及作为控制温度的手段。进行皮肤护理需要足够的知识。在进行皮肤护理之前，确定面部皮肤的类型是非常必要的，因为皮肤护理的确定必须与面部皮肤的类型相适应。在根据皮肤类型确定面部皮肤护理类型时，皮肤专家的作用非常必要。皮肤科医生和医生的执业时间有限，排队时间长，路途遥远，这些都是大多数在美容诊所寻求治疗的妇女经常遇到的障碍。因此，我们设计了一种使用专家系统的工具，用于早期诊断面部皮肤类型。该专家系统的设计使用了 PHP 编程语言和 MySQL 数据库，并采用了确定性因子法。创建的专家系统可以方便用户在线咨询面部皮肤类型。从确定性因子法的测试结果来看，它可以作为使用专家系统诊断这类面部皮肤护理的解决方案。在应用确定性因子法时，它可以提供疾病可信度的百分比。这样，用户就可以将该专家系统作为一种应用，为面部护理提供帮助。
{"title":"Sistem Pakar Dalam Mendiagnosa Jenis Perawatan Kulit Wajah Menggunakan Metode Certainty Factor (Klinik House Of Ristra)","authors":"Efrianti Marsinta, Dewi Suranti, Indra Kanedi","doi":"10.37676/jmi.v19i2.4241","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4241","url":null,"abstract":"Abstract_The skin is the outermost organ of the body that lines the human body. The skin makes up 15% of the total body weight. On the outer surface of the skin there are pores (cavities) through which sweat comes out. The skin has many functions, including protecting the body, as a means of touch or communication, and as a means of controlling temperature. To do skin care requires sufficient knowledge. Before carrying out skin care, determining the type of facial skin is very necessary because the determination of skin care must be adjusted to the type of facial skin. The role of a skin specialist is very necessary in determining the type of facial skin care according to skin type. The limited number of dermatologists and doctor's hours of practice, very long queues and long distances are obstacles that are often experienced by most women who seek treatment at beauty clinics. Therefore a tool is designed using an expert system to diagnose facial skin types early. This expert system was designed using the PHP Programming Language and MySQL database by implementing the Certainty Factor Method. The expert system created can make it easy for users to consult about facial skin types online. From the results of tests carried out by the certainty factor method, it can be used as a solution in using an expert system to diagnose this type of facial skin care. In applying the certainty factor method, it can provide a percentage of the level of confidence in a disease. So that users can make this expert system as an application that can provide assistance in facial care.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320730","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}
Abstract-Bengkulu City 11 Public High School is one of the State Senior High Schools in Bengkulu City. The student's pass rate refers to the final score obtained for each subject, then calculates the average score to get the student's pass rating. So far, the school does not have an application that can help provide a predictive picture of student graduation. Where this needs to be done in order to evaluate the teaching and learning system so that students are able to face the final exam given The K-Nearest Neighbor application for classifying graduation rates for students at State Senior High School 11 Bengkulu City can help provide an informational description of the graduation rate for students at State High School 11 Bengkulu City and can provide information on the results of the classification results for high school graduation rates. State 11 City of Bengkulu. Based on the results of the tests that have been carried out, the functional application of the graduation rate classification of students at the Bengkulu City 11 State Senior High School is going well as expected.
{"title":"Penerapan K-Nearest Neighbor Untuk Klasifikasi Tingkat Kelulusan Pada Siswa Sma Negeri 11 Kota Bengkulu","authors":"Dofey Supriadi, Yupianti Yupianti, Eko Suryana","doi":"10.37676/jmi.v19i2.4360","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4360","url":null,"abstract":"Abstract-Bengkulu City 11 Public High School is one of the State Senior High Schools in Bengkulu City. The student's pass rate refers to the final score obtained for each subject, then calculates the average score to get the student's pass rating. So far, the school does not have an application that can help provide a predictive picture of student graduation. Where this needs to be done in order to evaluate the teaching and learning system so that students are able to face the final exam given The K-Nearest Neighbor application for classifying graduation rates for students at State Senior High School 11 Bengkulu City can help provide an informational description of the graduation rate for students at State High School 11 Bengkulu City and can provide information on the results of the classification results for high school graduation rates. State 11 City of Bengkulu. Based on the results of the tests that have been carried out, the functional application of the graduation rate classification of students at the Bengkulu City 11 State Senior High School is going well as expected.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"208 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320678","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}
Cluster analysis is a data mining technique that aims to identify a group of objects that have the same characteristics. The number of groups that can be identified depends on the amount of data and the type of object, so that data problems arise when there is a change to a number of redundant data, but not all of it is changed where the data above is repeatedly made into one table with a different code as the primary key and there are anomalies Insertion, so K-means is one method of clustering data which is divided into the form of one or more clusters/groups that have the same characteristics. Student data clustering uses the k-means method, consisting of student assessments. This study uses student assessment data. Then it was concluded that the assessment group was based on reliability aspects: the ability of lecturers, education staff and administrators to provide services, responsiveness aspects: the willingness of lecturers, education staff and administrators to help students and provide services quickly, aspects of certainty ( assurance): the ability of lecturers, staff and administrators to give confidence to students that the services provided are in accordance with the provisions, aspects of empathy (empathy): the willingness/concern of lecturers, staff and managers to give attention to students, tangibles aspects: students' assessment of the adequacy , accessibility, quality of facilities and infrastructure from the grouping results based on reliability, responsiveness, assurance and empathy data.
{"title":"Anomali Data Mining Menggunakan Metode K-Means Dalam Penilaian Mahasiswa Terhadap Pelayanan Prodi","authors":"Deti Karmanita, Billyanto Hendrik","doi":"10.37676/jmi.v19i2.4744","DOIUrl":"https://doi.org/10.37676/jmi.v19i2.4744","url":null,"abstract":"Cluster analysis is a data mining technique that aims to identify a group of objects that have the same characteristics. The number of groups that can be identified depends on the amount of data and the type of object, so that data problems arise when there is a change to a number of redundant data, but not all of it is changed where the data above is repeatedly made into one table with a different code as the primary key and there are anomalies Insertion, so K-means is one method of clustering data which is divided into the form of one or more clusters/groups that have the same characteristics. Student data clustering uses the k-means method, consisting of student assessments. This study uses student assessment data. Then it was concluded that the assessment group was based on reliability aspects: the ability of lecturers, education staff and administrators to provide services, responsiveness aspects: the willingness of lecturers, education staff and administrators to help students and provide services quickly, aspects of certainty ( assurance): the ability of lecturers, staff and administrators to give confidence to students that the services provided are in accordance with the provisions, aspects of empathy (empathy): the willingness/concern of lecturers, staff and managers to give attention to students, tangibles aspects: students' assessment of the adequacy , accessibility, quality of facilities and infrastructure from the grouping results based on reliability, responsiveness, assurance and empathy data.","PeriodicalId":278870,"journal":{"name":"JURNAL MEDIA INFOTAMA","volume":"152 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139320713","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}
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