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ANALISIS SENTIMEN DI MEDIA SOSIAL TWITTER DENGAN STUDI KASUS KARTU PRAKERJA 社交媒体 twitter 上的情感分析与职前卡案例研究
Pub Date : 2023-11-27 DOI: 10.30989/teknomatika.v14i2.1101
I. Subekti, Muhammad Habibi, Aris Wahyudi Murdiyanto, Alfun Roehatul Jannah
Kartu Prakerja is one of the government's flagship programs in providing training to the workforce. In its implementation there is a lot of information scattered, especially on social media Twitter both in the pros and cons of Kartu Prakerja program. Based on information in the form of tweets that have not been analyzed in depth, it is necessary to analyze sentiment on the Kartu Prakerja in order to obtain appropriate information based on the opinions of netizen   s on Twitter. This study discusses sentiment analysis of tweet data with the keyword “Kartu Prakerja” which uses data as many as 6658 tweet data taken in the period May 27 - August 5, 2021. This research uses the Naive Bayes Classification method which has several stages, namely data retrieval, data preprocessing, manual labeling, data training and testing. The solution offered in this study is to create an analysis model that can be used to perform sentiment analysis about Kartu Prakerja on Twitter. Based on the results of this study obtained that the calculation of accuracy obtained a value of 86% for training data and 87% for data testing. This study concluded that the Kartu Prakerja has a positive sentiment by Twitter netizens based on the results of Classification that discusses many positive sentiments such as the benefits, effectiveness and addition of the Kartu Prakerja budget.
Kartu Prakerja 是政府为劳动力提供培训的旗舰项目之一。在该计划的实施过程中,有许多信息散落在各处,尤其是在社交媒体 Twitter 上,其中既有对 Kartu Prakerja 计划有利的信息,也有对其不利的信息。基于尚未深入分析的推文形式的信息,有必要对 Kartu Prakerja 进行情感分析,以便根据推特上网民的意见获得适当的信息。本研究讨论了对以 "Kartu Prakerja "为关键词的推特数据的情感分析,使用的数据多达 6658 条,时间跨度为 2021 年 5 月 27 日至 8 月 5 日。本研究使用了 Naive Bayes 分类方法,该方法分为几个阶段,即数据检索、数据预处理、人工标注、数据训练和测试。本研究提供的解决方案是创建一个分析模型,用于在 Twitter 上对 Kartu Prakerja 进行情感分析。根据本研究得出的结果,对训练数据和测试数据的计算准确率分别为 86% 和 87%。本研究的结论是,根据分类结果,Twitter 网民对 Kartu Prakerja 有积极的情感,如 Kartu Prakerja 的好处、有效性和增加预算等。
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引用次数: 0
Rancang Bangun Sistem Peringatan Dini Bencana Banjir Di Kabupaten Madiun Berbasis Website Dan SMS Gateway Menggunakan Mikrokontroller Arduino 使用 Arduino 微控制器设计基于网站和短信网关的马迪恩地区洪水灾害预警系统
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i2.1111
Halillur Nur Afandi, Landung Sudarmana, Dayat Subekti, Nafisa Alfi Sa'diya
Madiun Regency is one of the districts on the island of Java, precisely in the province of East Java. Based on research from the Center for Volcanology and Geological Disaster Mitigation (PVMBG), Madiun City has several potential disasters, one of which is flooding with a high category. This is because Madiun Regency has two streams, namely Kali Sono and Kali Piring which head up on the slopes of Mount Wilis, Madiun Regency. Both times it ended in the Jerohan River in the Balerejo District, Madiun Regency which is a tributary of the Bengawan Madiun River. When heavy rains fell, parts of Madiun City were immediately inundated by flood waters. To anticipate floods, this research proposes a prototype design of a flood disaster early warning system using multiple sensors based on the Global System for Mobile Communications (GSM) in Madiun Regency. Which in the design uses the waterfall and Arduino methods. The prototype built is able to provide early warning information. The data that has been taken can be displayed on the web which functions as a monitoring system, so that officers can carry out supervision more easily and take action when the situation is dangerous. With the prototype and the system made, it is expected to be able to minimize losses caused by floods.
马迪恩县是爪哇岛上的一个县,位于东爪哇省。根据火山学和地质灾害减灾中心(PVMBG)的研究,马迪恩市有几种潜在的灾害,其中之一就是洪水,而且等级很高。这是因为马迪恩行政区有两条溪流,即卡利索诺(Kali Sono)和卡利皮林(Kali Piring)溪流,它们从马迪恩行政区威利斯山(Mount Wilis)的山坡上流下来。这两条溪流都汇入了马迪恩行政区巴莱雷霍区的杰罗汉河(Jerohan River),该河是本加万-马迪恩河(Bengawan Madiun River)的一条支流。暴雨过后,马迪恩市部分地区立即被洪水淹没。为了预测洪水,本研究提出了一个基于全球移动通信系统(GSM)的洪水灾害预警系统原型设计。设计中使用了瀑布式和 Arduino 方法。构建的原型能够提供预警信息。采集到的数据可以显示在网络上,起到监控系统的作用,从而使官员可以更轻松地进行监督,并在情况危险时采取行动。有了这个原型和系统,就有望将洪水造成的损失降到最低。
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引用次数: 0
Rancang Bangun Sistem Parkir Menggunakan Kartu Barcode di Pasar Setono Betek Kediri 在吉迪里 Setono Betek 市场使用条码卡设计停车系统
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i1.1123
Wenesdy Fajar Ega Roosdwita, A. Priyanto, A. Cahyono, Nurul Fatimah
Along with the development of technology and information, human needs are increasing. Especially now that the parking system has experienced rapid development with a level of security for vehicles. One of the important things is the parking problem, the parking problem where the parking lot is large enough but still not supported by an adequate system. The use of a manual parking system has now begun to shift now with an automatic parking system that is integrated with the database as part of the parking system. Barcode card is a code in the form of a line of black or rectangular lines. Each line of the rectangle has a different width. So in this study the barcode card is used as an ID for parking users or parking customers who replace the manual parking system. The parking system data collection starts with Barcode Card user parking which is invincible with the parking user database via Barcode Scan. In a parking system using a Barcode Card, parking users can see the hours of entry and exit of parking congestion. by simply scanning or pasting the Barcode Card on the HC-SR04 sensor. This parking system will work based on existing data on the RFID tag and RFID reader. The data from the RFID tag will read the RFID reader and be processed in the Raspberry pi and servo motor to open and close the bar, then the buzzer will sound after which the ultrasonic sensor closes and opens the bar when the motor passes the sensor. With the parking system using this Barcode Card can provide security, comfort in the parking area is more guaranteed, and the parking area is managed in an orderly manner.
随着技术和信息的发展,人类的需求也在不断增加。特别是现在,停车系统经历了快速发展,车辆的安全水平也有了很大的提高。其中一个重要的问题就是停车问题,即停车场足够大但仍然没有足够的系统支持的停车问题。现在,手动停车系统的使用已开始向自动停车系统转变,自动停车系统作为停车系统的一部分与数据库集成在一起。条码卡是由一行行黑色或矩形线条组成的代码。矩形的每一行都有不同的宽度。因此,在本研究中,条码卡被用作停车用户或停车客户的 ID,以取代人工停车系统。停车系统的数据收集从条码卡用户停车开始,通过条码扫描,条码卡与停车用户数据库无缝连接。在使用条形码卡的停车系统中,停车用户只需将条形码卡扫描或粘贴到 HC-SR04 传感器上,就能看到进入和离开停车场的拥堵时间。该停车系统将根据 RFID 标签和 RFID 阅读器上的现有数据运行。RFID 标签上的数据将被 RFID 阅读器读取,并在 Raspberry pi 和伺服电机中进行处理,以打开和关闭栏杆,然后蜂鸣器将发出声音,之后超声波传感器将在电机通过传感器时关闭和打开栏杆。使用这种条码卡的停车系统可以提供安全性,使停车区域的舒适性更有保障,并使停车区域得到有序管理。
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引用次数: 0
ANALISIS KOMPARATIF UX DESIGN PADA PLATFORM EDUKASI ONLINE 在线教育平台的用户体验设计比较分析
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i1.1138
Hendry Agus Setiawan, M. R. Ma'arif, Chanief Budi Setiawan, Fajar Syahruddin
User experience is the result of what the user feels and thinks when using a product or service, and makes the user experience subjective, therefore the user experience (user experience) can be tested in conjunction with other tests to get an objective assessment of the user when can be done directly with the product. This study will discuss the user experience using the User Experience Questionnaire and Focus Group Discussion methods. The process to be carried out is by using the Brainly and Quora applications obtained from the UEQ and FGD test questionnaires through interviews and data interviews from questionnaires. Based on the results of this study, the results of the analysis and comparisons with UEQ and FGD were obtained. The first test objectively used direct testing to respondents using the UEQ questionnaire which has 6 scales, namely: attractiveness, efficiency, perspective, dependability, stimulation and novelty, which are given to 11 respondents. Second, subjective testing using Focus Group Discussion for perceptions and more detailed user problems with interviews. From the second test conducted, it can be denied that the Brainly application is superior to Quora.
用户体验是用户在使用产品或服务时的感受和想法的结果,这使得用户体验具有主观性,因此用户体验(用户体验)可以与其他测试结合起来进行测试,以获得对用户的客观评价,当可以直接使用产品时,用户体验也可以与其他测试结合起来进行测试。本研究将采用用户体验问卷调查法和焦点小组讨论法讨论用户体验。在这一过程中,将使用从用户体验问卷和焦点小组讨论测试问卷中获得的 Brainly 和 Quora 应用程序,通过访谈和问卷数据访谈来进行。在此研究结果的基础上,得出了与 UEQ 和 FGD 的分析和比较结果。首先,客观测试使用 UEQ 问卷对受访者进行直接测试,该问卷有 6 个量表,即吸引力、效率、视角、可依赖性、刺激性和新颖性,共给 11 位受访者。其次,利用焦点小组讨论进行主观测试,以了解用户的看法,并通过访谈了解更详细的用户问题。从第二次测试结果来看,Brainly 应用程序优于 Quora。
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引用次数: 0
Sistem Pendukung Keputusan Gizi dan Penentuan Stunting Berbasis Web di Posyandu Mutiara 基于网络的 Posyandu Mutiara 营养与发育迟缓决策支持系统
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v14i1.1121
Rifky Nur Febryan, Arief Ikhwan Wicaksono, Chanief Budi Setiawan, Nurul Fatimah
Posyandu is the activity base in the field of health for the community, with the Posyandu is expected to community conscious will Healt sice early, because of the activities of Posyandu many involving various parties, especially on helath early is a todder. This Posyandu is regulated and supervised by the Puskesmas in order to maximize activities in the field of Healt between RT and RW. In the case of these many activities are still relying on the recording is manually and a lot of data that is not structured. There is also a wighing activity for toddlers who still use the manual method, namely checking the Card Towards Health (KMS) book. The study is intended to create a system supporting decision that can be used by Kader Posyandu in doing the reporting activities of the weighing toddlers and provides a place virtual namely the facility to upload data that is used to store the data Softcopy which can be downloaded back. This system also provides alternative features for determining nutrition and stunting. The result of the study of this form of system support decisions thet help Kader Posyandu in doing the repoting activities of the weighing toddlers and announcements weighing toddlers. The Nutrition Decision Support System and Stunting Determination at the Posyandu Mutiara was designed using the Naïve Bayes Classification method and was made using the PYTHON programming language by utilizing the Flask Framework, Bootstrap Framework, and MySQL as a database.
Posyandu 是社区健康领域的活动基地,Posyandu 希望社区能尽早意识到健康问题,因为 Posyandu 的活动涉及方方面面,尤其是在早期保健方面。这个 Posyandu 由 Puskesmas 管理和监督,以便在 RT 和 RW 之间最大限度地开展健康领域的活动。在这种情况下,许多活动仍然依赖于手工记录和大量没有结构化的数据。还有一项幼儿称重活动仍在使用手工方法,即检查《健康卡》(KMS)手册。这项研究旨在创建一个支持决策的系统,供 Kader Posyandu 在进行幼儿称重报告活动时使用,并提供一个虚拟的地方,即上传数据的设施,用于存储数据软拷贝,可以下载回来。该系统还为确定营养状况和发育迟缓提供了替代功能。这种形式的系统支持决策的研究结果有助于 Kader Posyandu 进行称量幼儿体重和宣布称量幼儿体重的记录活动。Posyandu Mutiara 的营养决策支持系统和发育迟缓测定是采用奈伊夫贝叶斯分类法设计的,并通过使用 Flask 框架、Bootstrap 框架和 MySQL 作为数据库,使用PYTHON 编程语言制作而成。
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引用次数: 0
APLIKASI MONITORING DATA KETERSEDIAAN SOAL BERBASIS WEB PADA SITUS TANYA JAWAB BRAINLY 脑力问答网站上基于网络的问题可用性数据监测应用程序
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v14i1.1134
Mochamad Alief Adji Prasetyo, Andika Bayu Saputra, Adri Priadana, Fajar Syahruddin
Brainly is a website that allows users to ask each other and answer questions related to school lessons openly to other users. On the site, you must first create an account as a questioner or answerer. Brainly harness the power Freelance to answer questions on the Brainly website. In working on the questions carried out by the Brainly Freelancer, there are often delays in updating questions at the Uniform Resource address Locator (URL) assigned to Freelancers. This results in Freelancers often being hampered in their work meet the target of working on the questions because the questions that have been answered are still not replaced with a new question. Therefore, the researcher designed and built an Application for Monitoring Data Availability of Web-Based Questions on the Tanya Site Answer on the Brainly site which aims to make it easier for Brainly Freelancers to meet their target for working on questions. This application is built using the Python programming language by utilizing the Flask framework. The results of this study state that the process contained in the application has been running smoothly as evidenced by the results of black box testing. User testing is done with Brainly Freelancers opening the application and viewing the availability of unanswered questions on the Brainly URL with a table view.
Brainly 是一个允许用户互相提问和回答问题的网站,用户可以公开向其他用户提出与学校课程相关的问题。在该网站上,您必须首先创建一个账户,成为提问者或回答者。Brainly 利用自由职业者的力量来回答 Brainly 网站上的问题。在 Brainly Freelancer 的答题过程中,分配给 Freelancer 的统一资源地址定位器 (URL) 上的问题更新经常会出现延迟。这导致自由职业者的工作经常无法达到问题的工作目标,因为已经回答过的问题仍然没有被新的问题取代。因此,研究人员设计并创建了一个用于监控 Tanya 网站上基于 Web 的问题在 Brainly 网站上的可用性的应用程序。该应用程序使用 Python 编程语言和 Flask 框架构建。本研究的结果表明,从黑盒测试的结果来看,应用程序中包含的程序运行顺畅。用户测试是在 Brainly 自由职业者打开应用程序并通过表格视图查看 Brainly URL 上未回答问题的可用性的情况下完成的。
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引用次数: 0
Klasterisasi Obat Berdasarkan Tipe dan Komposisi Sejenis pada Bagian Farmasi Rumah Sakit Queen Latifa 拉提法王后医院药剂部按类型和成分对药物进行分组
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i2.1120
Nurul Imam Prayogo, Puji Winar Cahyo, Landung Sudarmana, Nurul Fatimah
One important element in maintaining and improving the quality of healthcare services is the availability of adequate medication. Drugs are a crucial component used in the provision of healthcare services, and the expenses associated with them constitute a significant portion of overall healthcare costs. The implementation of data mining can aid in analyzing drug usage to obtain information that can be utilized for planning and controlling drug inventory, with one of the methods being the utilization of the K-Means algorithm. The K-Means algorithm is the most popular and widely used clustering method in data mining. This research aims to facilitate pharmacy personnel in identifying groups of drug types with similar characteristics and compositions. As a result, the categorization of a large number of drugs can be performed more efficiently and accurately. Moreover, with the grouping of drugs based on similar characteristics and compositions, pharmacy personnel can easily monitor the availability of specific medications and take appropriate actions in managing drug supplies at the hospital.
保持和提高医疗服务质量的一个重要因素是提供充足的药物。药品是提供医疗保健服务的重要组成部分,与药品相关的费用在总体医疗保健成本中占很大比重。实施数据挖掘可以帮助分析药品使用情况,从而获得可用于规划和控制药品库存的信息,其中一种方法就是使用 K-Means 算法。K-Means 算法是数据挖掘中最流行、应用最广泛的聚类方法。这项研究旨在帮助药剂师识别具有相似特征和组成的药品类型组。因此,可以更有效、更准确地对大量药物进行分类。此外,根据相似特征和成分对药物进行分组后,药房人员可以轻松监控特定药物的供应情况,并采取适当措施管理医院的药物供应。
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引用次数: 0
Membangun Sistem Informasi Presensi Kuliah Berbasis NFC di Prodi Informatika Unjani Yogyakarta 在 Unjani Yogyakarta 信息学研究项目建立基于 NFC 的听课信息系统
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i1.1110
Iklil Hisanah, Arif Himawan, Titik Rahmawati, Nafisa Alfi Sa'diya
The Unjani Yogyakarta campus, specifically the Informatics Study Program, currently relies on manual methods such as calling students individually or using journal book signatures for attendance. This approach has drawbacks, including flexible attendance time, time-consuming procedures, and potential disruptions to student focus during lectures. To address these issues, the author conducted research to develop a student attendance information system for the campus. The system utilizes a client-server architecture and incorporates NFC technology on Android smartphones and RFID cards. The research aims to establish fixed attendance times and enable digital attendance through Android devices. It also facilitates monitoring of lecture activities for program administrators by integrating mobile and web applications. The system, developed using JAVA for mobile clients and PHP with CodeIgniter and Bootstrap for the web server, was built using the Research and Development method. The resulting student attendance application streamlines the attendance process for program administrators and lecturers. However, it should be noted that the system relies heavily on an internet connection and can serve as an alternative for online classroom attendance.
Unjani 日惹校区,特别是信息学研究项目,目前依赖于人工方法,如单独给学生打电话或使用日记簿签名进行考勤。这种方法存在一些弊端,包括考勤时间灵活、程序耗时以及可能影响学生在授课期间的注意力。为了解决这些问题,作者进行了一项研究,为校园开发了一个学生考勤信息系统。该系统采用客户端-服务器架构,并结合了安卓智能手机上的 NFC 技术和 RFID 卡。该研究旨在建立固定的考勤时间,并通过安卓设备实现数字考勤。该系统还通过整合移动和网络应用程序,为项目管理人员监控讲座活动提供了便利。该系统使用 JAVA 开发移动客户端,使用 PHP 与 CodeIgniter 和 Bootstrap 开发网络服务器,采用研究与开发方法构建。由此产生的学生考勤应用程序简化了项目管理人员和讲师的考勤流程。不过,需要注意的是,该系统在很大程度上依赖于互联网连接,可以作为在线课堂考勤的替代方案。
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引用次数: 0
Membangun Aplikasi Augmented Reality Berbasis Android di Museum Sudirman Magelang 在马格朗苏迪曼博物馆构建基于 Android 的增强现实应用程序
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v13i2.1094
Yuda Nurhusna, Chanief Budi Setiawan, Netania Indi Kusumaningtyas
A museum is an institution intended for the general public. One of them is the Sudirman Museum, which is located at Magelang City, Central Java. This museum contains relics of General Sudirman that were used during his war. Each museum has different rules in terms of the interaction between visitors and objects on display in the museum. Sudirman Museum is one of the museums that do not allow not to touch objects directly and display information incomplete on each item in the collection. This study aims to overcome the limitations of interaction between museum visitors and objects on display in the museum. This study develops a mobile application based on an operating system based on Augmented Reality that can add to the attraction of the Sudirman museum for visitors so that it is expected to attract visitors to the museum. The results of this research are in the form of an Android application that simulates the contents of the museum and its information through a 2D display on a cellphone screen. In this way, visitors are expected to experience the experience of being in the museum through Augmented Reality. This Augmented Reality-based Android application is designed using the waterfall method and is made using the Unity3D, Vuforia SDK, and Blender applications
博物馆是一个面向公众的机构。位于中爪哇马格朗市的苏迪曼博物馆就是其中之一。该博物馆藏有苏迪曼将军在战争期间使用过的遗物。每个博物馆都有不同的规则,规定参观者与博物馆内陈列品之间的互动。苏迪曼博物馆是不允许直接触摸文物的博物馆之一,馆内展示的每件藏品的信息都不完整。本研究旨在克服博物馆参观者与博物馆展出物品之间互动的局限性。本研究开发了一个基于增强现实技术操作系统的移动应用程序,可以增加苏迪曼博物馆对游客的吸引力,从而吸引游客参观博物馆。本研究成果以安卓应用程序的形式出现,通过手机屏幕上的二维显示屏模拟博物馆的内容和信息。通过这种方式,参观者有望体验到通过增强现实技术置身博物馆的感觉。这款基于增强现实技术的安卓应用程序采用瀑布法设计,使用 Unity3D、Vuforia SDK 和 Blender 应用程序制作。
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引用次数: 0
Aplikasi Android Pencarian Coffee Shop Terbaik Menggunakan Metode Weighted Product 使用加权乘积法寻找最佳咖啡店的 Android 应用程序
Pub Date : 2023-11-22 DOI: 10.30989/teknomatika.v14i1.1112
Nina Hasbiyah, Muhammad Rifqi Ma’arif, Andika Bayu Saputra, Nafisa Alfi Sa'diya
Coffee Shop is a place to gather and relax with family, friends, relatives to enjoy the weekend or just to unwind from the activities that have been carried out. Currently, there are many coffee shops in Sleman that provide products at affordable prices and comfortable places, so that many students make coffee shops an alternative place to complete assignments. However, many people still ask about the Coffee Shop along with detailed information such as taste, price, service, atmosphere, and distance. The Weighted Product method is one of the weighting methods, where multiplication is used to connect attribute ratings, and the rating of each attribute must be raised first with the weight of the attribute in question. The results of this study are in the form of an Android application to find the best Coffee Shop using the Weighted Product method so that it can make it easier for people to choose a Coffee Shop based on the selected criteria. The application is built using the Dart programming language and utilizes the Flutter framework and MySQL as a database management system.
咖啡店是一个与家人、朋友、亲戚聚会和放松的地方,人们可以在这里享受周末时光,或者从已开展的活动中解脱出来。目前,在 Sleman 有许多咖啡店,它们提供的产品价格实惠,场所舒适,因此许多学生将咖啡店作为完成作业的替代场所。然而,仍有很多人在询问咖啡店的同时,也会询问咖啡店的口味、价格、服务、氛围和距离等详细信息。加权乘积法是加权法中的一种,用乘法将属性评分连接起来,每个属性的评分必须先用相关属性的权重提高。本研究的成果是一个使用加权乘积法寻找最佳咖啡店的 Android 应用程序,以便人们根据选定的标准更容易地选择咖啡店。该应用程序使用 Dart 编程语言构建,并使用 Flutter 框架和 MySQL 作为数据库管理系统。
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引用次数: 0
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Teknomatika: Jurnal Informatika dan Komputer
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