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IDENTIFIKASI TANAMAN OBAT HERBAL BERBASIS CITRA 基于图像的草药植物鉴定
Pub Date : 2024-08-09 DOI: 10.58761/jurtikstmikbandung.v12i2.5763
M. Rahayu, Rahmat Jaenal, Muhammad Handy Risyandi
The Image-Based Herbal Plant Identification System or DETAMO is an application developed to assist the public in identifying medicinal plant species. The method involves teaching about herbal plants using image processing technology, employing Convolutional Neural Network (CNN) architecture. The acquired learning serves as the basis for mobile-based plant identification. Research findings demonstrate sufficient accuracy in recognizing various types of medicinal plants and provide alternative recipes for utilizing these herbal plants. The proposed system also manages variations in images caused by differences in lighting, position, and plant growth conditions.
基于图像的草药植物识别系统或 DETAMO 是为帮助公众识别药用植物物种而开发的应用程序。该方法采用卷积神经网络(CNN)架构,利用图像处理技术传授草药植物知识。所学知识是基于移动设备进行植物识别的基础。研究结果表明,在识别各类药用植物方面具有足够的准确性,并提供了利用这些草药植物的替代配方。该系统还能处理因光照、位置和植物生长条件不同而造成的图像变化。
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引用次数: 1
SISTEM INFORMASI PENGELOLAAN KIOS BERBASIS WEBSITE PADA POLI KIOS YOGYAKARTA 日惹 POLY KIOSK 的基于网站的报刊亭管理信息系统
Pub Date : 2024-08-09 DOI: 10.58761/jurtikstmikbandung.v12i2.5256
Linda Apriyanti, Winda Utari, Kata Kunci, Sistem Informasi, Penyewaan Kios, Pengeloaan Kios, Market Kios, Website Kios, Admin
Poli Kiosk is a kiosk rental for the people of Yogyakarta, but the shop ordering process records customerdata manually. This Poli Kiosk rental in the management of rental transactions still uses a manual system.From the existing problems, the author wants to apply information provision technology that can helpmanage Poli Kiosk rental transactions. In developing a Website-Based Kiosk Management InformationSystem at Poli Kiosk Yogyakarta, the author uses the waterfall development method, with the UML systemmodel and system development using the programming language (PHP5) and (HTML5) and the Laravelframework. Based on the results of the study, it was concluded that the information system created couldhelp manage rental transactions and provide information on Kiosk rentals.
Poli Kiosk 是为日惹市民提供租赁服务的售货亭,但商店的订购流程是手动记录客户数据的。针对存在的问题,作者希望应用信息提供技术,帮助管理 Poli Kiosk 的租赁交易。在为日惹 Poli Kiosk 开发基于网站的 Kiosk 管理信息系统时,作者采用了瀑布式开发方法,使用 UML 系统模型,并使用编程语言(PHP5)和(HTML5)以及 Laravel 框架进行系统开发。根据研究结果,得出的结论是所创建的信息系统可帮助管理租赁交易并提供报刊亭租赁信息。
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引用次数: 0
ANALISIS DAN IMPLEMENTASI LIP READING (GERAKAN BIBIR) MENJADI TEXT PADA PENGGUNAAN BAHASA INGGRIS 分析和实施英语使用中的文本唇读
Pub Date : 2024-08-09 DOI: 10.58761/jurtikstmikbandung.v12i2.6477
Dayanni Vera Versanika, Faiqunisa Versanika, Julia Arisanda Hidayat
Dalam era globalisasi yang terus berkembang, komunikasi menjadi semakin vital. Kemajuan teknologi membuka peluang baru untuk berkomunikasi secara internasional, mendorong kebutuhan akan kemampuan bahasa asing. Bahasa Inggris, sebagai bahasa global, memiliki peran sentral dalam komunikasi global. Namun, belajar Bahasa Inggris memunculkan tantangan, terutama dalam memahami hubungan antara pengucapan dan penulisan kata. Hal ini menjadi fokus utama penelitian ini. Penelitian ini mengusulkan metode baru berbasis deep learning dan arsitektur Convolutional Neural Network (CNN) untuk menerjemahkan gerakan bibir menjadi teks dalam Bahasa Inggris. Penggunaan teknologi ini diharapkan dapat membantu individu yang mengalami kesulitan memahami teks Bahasa Inggris saat diucapkan, meningkatkan kemampuan komunikasi, dan memungkinkan partisipasi aktif dalam situasi di mana pemahaman Bahasa Inggris lisan sangat penting. Hasil eksperimen menunjukkan potensi sistem ini dalam mendeteksi gerakan bibir pada video dan menerjemahkannya menjadi teks, meskipun masih menghadapi kendala dalam variasi posisi mulut, wajah, dan perbedaan pengucapan. Meskipun demikian, implementasi teknologi ini dapat menjadi langkah awal yang signifikan untuk mengatasi kendala bahasa dan memfasilitasi komunikasi yang lebih baik di era globalisasi ini.
在不断发展的全球化时代,交流变得越来越重要。技术的进步为国际交流带来了新的机遇,从而加剧了对外语技能的需求。英语作为一种全球性语言,在全球交流中发挥着核心作用。然而,英语学习带来了挑战,尤其是在理解发音和书写单词之间的关系方面。这是本研究的重点。本研究提出了一种基于深度学习和卷积神经网络(CNN)架构的新方法,用于将唇部动作翻译成英语文本。这项技术的使用有望帮助那些在理解英语口语文本方面有困难的人,提高他们的交流技能,并使他们能够积极参与对理解英语口语至关重要的场合。实验结果表明,该系统在检测视频中的唇部动作并将其翻译成文字方面具有潜力,但仍面临着口腔位置、面部和发音差异等方面的限制。尽管如此,在全球化时代,这项技术的实施可以成为克服语言障碍、促进更好交流的重要第一步。
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引用次数: 0
IMPLEMENTASI APLIKASI POINT OF SALESBERBASIS ANDROID UNTUK KEDAI KOPI KUALE 为 Kuale 咖啡店实施基于 Android 的销售点应用程序
Pub Date : 2024-08-08 DOI: 10.58761/jurtikstmikbandung.v12i1.5357
Uro Abdurohim, Meidi Fransisca Siregar, M. Hunaifi
Kedai Kopi Kuale is a business engaged in the culinary field located on Jl. Sultan Hasanudin No.55, Patunas, Tungkal Ilir District, West Tanjung Jabung Regency, Jambi. At this time Kuale Coffee still uses a conventional system for ordering food or drinks where the waiter uses pen and paper as a medium to record orders from customers. The service system is less effective and efficient along with the increasing number of customers. This causes customers to have to wait for a menu availability report from the waiter where the waiter still has to reconfirm to the kitchen to report menu orders and check menu availability.Android-based Point of sale application is a point of sale application that was built using the waterfall Software Development Life Cycle (SDLC) medote which has 6 stages including System Engineering, Analysis, Design, Coding, Testing and Maintenance. This method is done by looking at and analyzing problems using the Unified Modeling Language (UML). Then designing a solution in the form of an information system website wireframe, if completed, then enter the Coding stage or build a system using the PHP programming language and the Laravel framework. Then testing to users and then maintenance as an evaluation for further development using the User Acceptance Test (UAT) method. This application gets the expected results. The functions run well and are well received by the users.
Kedai Kopi Kuale 是一家从事烹饪行业的企业,位于占碑省西丹戎查榜县通卡伊利尔区帕图纳斯苏丹哈桑努丁街 55 号。目前,Kuale Coffee 仍在使用传统的点餐或点饮料系统,服务员用纸笔记录顾客的订单。随着顾客数量的不断增加,该服务系统的效果和效率都有所下降。基于 Android 的销售点应用程序是一种销售点应用程序,它采用瀑布式软件开发生命周期(SDLC)medote,其中有 6 个阶段,包括系统工程、分析、设计、编码、测试和维护。这种方法是通过使用统一建模语言(UML)来观察和分析问题。然后以信息系统网站线框的形式设计解决方案,如果完成,则进入编码阶段或使用 PHP 编程语言和 Laravel 框架构建系统。然后使用用户验收测试(UAT)方法对用户进行测试和维护,作为进一步开发的评估。该应用程序达到了预期效果。功能运行良好,深受用户欢迎。
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引用次数: 0
PROTOTYPE SMARTHOME BERBASIS INTERNET OF THINGS (IOT) 智能家居原型,基于物联网(IOT)
Pub Date : 2024-08-08 DOI: 10.58761/jurtikstmikbandung.v12i1.3745
Yus Jayusman, Linda Apriyanti, Rizky Saparuly
Perkembangan teknologi saat ini meningkat sangat pesat dan sangat terasa dalam dunia industri dan masyarakat salah satunya penggunaan teknologi rumah pintar (smart home), pada masaini banyak perangkat listrik yang terintegrasi dengan komputer, hal ini tentunya sangat berguna untuk pekerjaan manusia dalam mengoperasikan perangkat listrik. Tujuan dari penelitian rumah pintar ini adalah untuk mengontrol perangkat listrik dan penerangan dalam satu sistem yang bertujuan untuk menggunakan energi listrik pada suatu bangunan secara efektif dan efisien. Pada penelitian ini dirancang model sistem smart home yang bekerja secara terkontrol berbasis Internet of Things (IoT) menggunakan mikrokontroler Arduino dan ESP8266 serta metode prototype. Sistem prototipe dibuat dan dapat dikontrol dari jarak jauh menggunakan Firebase Realtime Database. Dari sini dapat disimpulkan bahwa rumah pintar dapat mengontrol peralatan rumah tangga seperti kipas angin, televisi dan lampu serta dapat dikendalikan dari jarak jauh oleh pengguna dengan memberikan perintah melalui rumah pintar. Aplikasi dan terhubung ke mikrokontroler untuk mengoperasikan dan mengontrol peralatan rumah tangga untuk mengurangi konsumsi energi listrik ketika pengguna lupa mematikan peralatan rumah tangga.
目前,科技的发展日新月异,在工业世界和社会中的作用非常明显,其中之一就是智能家居技术的应用,此时许多电气设备都与计算机集成在一起,这对于人类操作电气设备的工作无疑是非常有用的。这项智能家居研究的目的是在一个系统中控制电气设备和照明,从而有效和高效地利用建筑物中的电能。在这项研究中,使用 Arduino 和 ESP8266 微控制器以及原型方法设计了一个基于物联网(IoT)的智能家居系统模型,该模型以受控方式工作。原型系统已构建完成,可使用 Firebase 实时数据库进行远程控制。由此可以得出结论,智能家居可以控制风扇、电视和电灯等家用电器,用户可以通过智能家居下达指令进行远程控制。当用户忘记关闭家用电器时,应用程序和连接到微控制器可操作和控制家用电器,从而减少电能消耗。
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引用次数: 0
RANCANG BANGUN JEMURAN PAKAIAN PINTAR BERBASIS IOT MENGGUNAKAN PLATFORM THINKSPEAK 利用 thinkspeak 平台进行基于物联网的智能晾衣架设计
Pub Date : 2024-04-01 DOI: 10.47561/a.v17i1.248
Timbo Faritcan Parlaungan S., Fiky Faelasivah, Sellyna Anestasya S
Ketergantungan manusia pada panas matahari untuk mengeringkan pakaian belum dapat ditinggalkan, karena belum adanya alat dan teknologi . Pemanasan global yang sekarang ini sedang terjadi menyebabkan musim di Indonesia menjadi kurang menentu, sehingga musim kemarau dan musim penghujan sudah tidak dapat diprediksikan lagi. Tujuan dari penelitian ini adalah merancang sistem tempat jemuran pakaian berbasis IOT dalam mengeringkan pakaian secara efisien dengan memilah berdaskan cuaca[1]. Perancangan masalah jemuran ini menggunakan Arduino Uno sebagai pengolah data, sensor LDR dan sensor Hujan sebagai parameter untuk mendeteksi cuaca. Hasil dari sensor tersebut dikirim melalui modul ESP8266 ke platform Thingspeak untuk ditampilkan pada sistem. Fungsi sistem perancangan ini yaitu servo akan secara otomatis membuka dan menutup sesuai dengan cuaca yang di input oleh sensor cahaya dan hujan.[2]
人类还不能放弃依靠太阳的热量来烘干衣服,因为还没有工具和技术。目前正在发生的全球变暖导致印尼的季节变化无常,无法预测旱季和雨季。本研究的目的是设计一种基于物联网的晾衣绳系统,通过按天气分类来有效地烘干衣物[1]。该晾衣绳问题的设计使用 Arduino Uno 作为数据处理器,LDR 传感器和雨水传感器作为检测天气的参数。传感器的检测结果通过 ESP8266 模块发送到 Thingspeak 平台,在系统上显示。本设计系统的功能是根据光传感器和雨水传感器输入的天气情况,伺服器会自动打开和关闭[2]。
{"title":"RANCANG BANGUN JEMURAN PAKAIAN PINTAR BERBASIS IOT MENGGUNAKAN PLATFORM THINKSPEAK","authors":"Timbo Faritcan Parlaungan S., Fiky Faelasivah, Sellyna Anestasya S","doi":"10.47561/a.v17i1.248","DOIUrl":"https://doi.org/10.47561/a.v17i1.248","url":null,"abstract":"Ketergantungan manusia pada panas matahari untuk mengeringkan pakaian belum dapat ditinggalkan, karena belum adanya alat dan teknologi . Pemanasan global yang sekarang ini sedang terjadi menyebabkan musim di Indonesia menjadi kurang menentu, sehingga musim kemarau dan musim penghujan sudah tidak dapat diprediksikan lagi. Tujuan dari penelitian ini adalah merancang sistem tempat jemuran pakaian berbasis IOT dalam mengeringkan pakaian secara efisien dengan memilah berdaskan cuaca[1]. Perancangan masalah jemuran ini menggunakan Arduino Uno sebagai pengolah data, sensor LDR dan sensor Hujan sebagai parameter untuk mendeteksi cuaca. Hasil dari sensor tersebut dikirim melalui modul ESP8266 ke platform Thingspeak untuk ditampilkan pada sistem. Fungsi sistem perancangan ini yaitu servo akan secara otomatis membuka dan menutup sesuai dengan cuaca yang di input oleh sensor cahaya dan hujan.[2]","PeriodicalId":53110,"journal":{"name":"Jurnal Teknologi Informasi dan Komunikasi","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140776882","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
SISTEM PENDUKUNG KEPUTUSAN PENENTUAN STATUS GIZI BALITA PADA DINAS KESEHATAN KABUPATEN ALOR MENGGUNAKAN ALGORITMA C4.5 利用 C4.5 算法确定阿洛尔区卫生局幼儿营养状况的决策支持系统
Pub Date : 2024-04-01 DOI: 10.47561/a.v17i1.252
J. Molina, Lasarus Pelipus Malese
Assessment of nutritional status plays a very important role in monitoring children's nutrition. If the assessment of nutritional status is carried out correctly and accurately, signs or symptoms of impaired growth and development in children can be identified early so that mitigation and prevention can be carried out in an effort to improve the nutritional status of children under five. And the occurrence of nutritional problems can be minimized. For this reason, determining the nutritional status of toddlers must be done quickly and accurately. Puskesmas as the technical implementer of the Health Service, has the main task of collecting data and assessing the nutritional status of toddlers and submitting the results of the assessment to the Health Service. The determination of nutritional status that has been carried out is by looking at and calculating the standard anthropometric table for assessing the nutritional status of toddlers according to the Decree. Minister of Health Number: 1995/Menkes/SK/XII/2010. However, Puskesmas are often slow in treating large numbers of patients and also have limited resources, especially in areas where there is a shortage of medical personnel. So this also influences the results of the assessment of determining the nutritional status of toddlers. For this reason, the Health Service needs to provide an optimal method for determining the nutritional status of toddlers to be used by Community Health Centers to determine the nutritional status of toddlers quickly, precisely and accurately. So researchers have conducted research and produced a decision support system for determining nutritional status in toddlers using the C4.5 algorithm. Test results to measure algorithm performance using the Confusion Matrix, Accuracy, Precision and Recall testing method, it is known that the C4.5 algorithm has an accuracy value of 72.13 %, Precision value 71.43% and Recall value 22.73%Keywords : Decision Support, Nutritional Status, Toddlers, C4.5 Algorithm
营养状况评估在监测儿童营养状况方面发挥着非常重要的作用。如果能正确、准确地进行营养状况评估,就能及早发现儿童生长发育受损的迹象或症状,从而进行缓解和预防,努力改善五岁以下儿童的营养状况。同时,也能最大限度地减少营养问题的发生。因此,必须快速准确地确定幼儿的营养状况。卫生局作为卫生服务的技术执行者,其主要任务是收集数据和评估幼儿的营养状况,并将评估结果提交给卫生局。营养状况的确定是通过查看和计算标准人体测量表来进行的,以根据法令评估幼儿的营养状况。卫生部长令编号:1995/Menkes/SK/XII/2010。然而,Puskesmas 在治疗大量病人时往往速度较慢,而且资源有限,尤其是在医务人员短缺的地区。因此,这也影响了确定幼儿营养状况的评估结果。因此,卫生局需要提供一种最佳的幼儿营养状况测定方法,供社区卫生中心快速、准确、精确地测定幼儿的营养状况。因此,研究人员进行了研究,并利用 C4.5 算法制作了一个用于确定幼儿营养状况的决策支持系统。使用混淆矩阵、准确率、精确率和召回率测试方法衡量算法性能的测试结果表明,C4.5 算法的准确率为 72.13%,精确率为 71.43%,召回率为 22.73%关键字 :决策支持 营养状况 幼儿 C4.5 算法
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引用次数: 0
SISTEM CERDAS PENGURAS AIR AKUARIUM SECARA OTOMATIS BERBASIS INTERNET oF THINGS (IoT) MENGGUNAKAN ALGORITMA C4.5 pada PLATFORM BLYNK 基于物联网(IoT)、在 BLYNK 平台上使用 C4.5 算法的自动洗水装置智能系统
Pub Date : 2024-04-01 DOI: 10.47561/a.v17i1.258
Muhamad Wilvan Nurhakim, Anderias Eko Wijaya, R. Hermawan
In general, fishkeeping has been a widely cherished activity among communities since ancient times, owing to its ease of maintenance and care, which encourages many individuals to engage in it. However, due to busy schedules or unforeseen circumstances, checking the water conditions in aquariums often poses a challenge. Therefore, there is a need for a tool capable of automatically controlling and draining aquarium water based on IoT technology using the C4.5 algorithm on the Blynk platform. This system can drain water if the aquarium water becomes cloudy, raise the temperature if it drops below optimal levels, and limit water filling. The ESP8266 and ESP32-S modules are utilized to receive, process, and transmit data to the aquarium owner via Wi-Fi. Relays serve as electrical power distributors for supporting components such as water pumps, water heaters, and solenoid valves. Testing results indicate that the water condition control component effectively operates in line with the system's functions and objectives. The existence of this tool can assist fishkeepers in maintaining real-time aquarium water quality, detecting water pollution, and monitoring the health of fish within the aquarium.
总的来说,养鱼自古以来就是一项广受人们喜爱的活动,因为它易于维护和保养,鼓励许多人参与其中。然而,由于工作繁忙或不可预见的情况,检查水族箱的水质状况往往是一项挑战。因此,需要一种基于物联网技术的工具,利用 Blynk 平台上的 C4.5 算法自动控制和排放水族箱中的水。该系统可以在水族箱水变浑浊时排水,在温度低于最佳水平时升温,并限制注水。ESP8266 和 ESP32-S 模块用于接收、处理数据,并通过 Wi-Fi 将数据传输给水族箱主人。继电器是水泵、热水器和电磁阀等辅助组件的电力分配器。测试结果表明,水质控制组件的有效运行符合系统的功能和目标。该工具的存在可帮助养鱼者保持水族箱的实时水质、检测水污染和监测水族箱内鱼类的健康状况。
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引用次数: 0
SISTEM INFORMASI TUNJANGAN PENDAPATAN KEPEGAWAI DI KANTOR KECAMATAN MENGGUNAKAN FRAMEWORK CODEIGNITER 使用 Codeigniter 框架建立分区办事处雇员收入津贴信息系统
Pub Date : 2024-04-01 DOI: 10.47561/a.v17i1.256
Rima Selviani, Haris Nizhomul Haq, Dicky Iskandar Sobari
In the current era of technological advancements, the demand for information has significantly risen across various facets of life. The Employee Income Allowance Information System (TPP) implemented at the Subang Sub-District Office encompasses comprehensive data, including employee profiles, attendance records, TPP reports, and employee assessments. This system facilitates employees in efficiently accessing and reviewing attendance and TPP report data. The implementation is carried out using CodeIgniter, PHP, and MySQL technologies.
在当前技术不断进步的时代,人们对生活各方面信息的需求大幅增加。分区办事处实施的员工收入津贴信息系统(TPP)包含全面的数据,包括员工档案、出勤记录、TPP 报告和员工评估。该系统便于员工有效地访问和审查出勤和 TPP 报告数据。该系统采用了 CodeIgniter、PHP 和 MySQL 技术。
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引用次数: 0
THE USE OF NAÏVE BAYES ALGORITHM IN FORECASTING THE FURTHER STUDY OF HIGH SCHOOL STUDENT 利用naÏve贝叶斯算法对高中生进行预测的进一步研究
Pub Date : 2023-09-01 DOI: 10.51903/jtikp.v14i2.373
None Siti Nur Amalia, Maulana Wildan Rifaldi, Mega Aprilia Fajriati, Rona Nisa Sofia Amriza
Schools with a large number of students who continue their studies to college will be the main choice as secondary schools from the elementary level. Therefore, increasing the number of students continuing their studies is very important to meet the competition. To get around this, schools can predict the continuation of high school/vocational high school students' studies to college. The goal is that the percentage of prediction results can be used as a reference for improving the quality of education services in schools. In making this prediction, the Naïve Bayes method or algorithm is used. In this case, the Naïve Bayes algorithm is a classification method with a probability and statistical approach that is suitable for predicting the continuation of high school/vocational high school students' studies to college. The prediction result of continuing study to university using Naïve Bayes on test data has an accuracy of 0.740.
拥有大量学生继续学习大学的学校将成为从小学到中学的主要选择。因此,增加学生继续学习的数量对于应对竞争是非常重要的。为了解决这个问题,学校可以预测高中/职业高中学生在大学的学习。目标是预测结果的百分比可以作为提高学校教育服务质量的参考。在进行这种预测时,使用Naïve贝叶斯方法或算法。在这种情况下,Naïve贝叶斯算法是一种具有概率和统计方法的分类方法,适用于预测高中/职业高中学生升入大学的学习情况。利用Naïve贝叶斯对测试数据进行大学继续学习的预测结果准确率为0.740。
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引用次数: 0
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