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Sistem Monitoring Keselamatan Kapal Nelayan Berbasis Internet Of Things 基于物联网的渔船安全监控系统
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3751
Fajar Ratnawati, M. Subandri, M. Afridon
– This research develops an Internet of Things (IoT) based fishing vessel safety monitoring system that focuses on detecting the tilt and location of the vessel. The fishing industry in Bengkalis Regency faces challenges in fishermen's safety and resource sustainability due to a lack of real-time monitoring. The proposed system uses a SIM808 GSM module and an MPU6050 sensor, integrated with an Arduino platform, to monitor in real-time and accurately the ship's position and inclination. Ship tilt information is very critical in preventing ship accidents which often occur due to ship instability in the middle of the sea. This system provides fishermen with early warning of potentially dangerous conditions, allowing them to take corrective action before an accident occurs. In addition, monitoring vessel location ensures that vessels are in safe fishing zones and comply with fisheries regulations, while enabling authorities to carry out rapid rescue in cases of emergency. The system also supports fishermen in optimizing fishing routes to increase fuel efficiency and catch. Thus, this research not only contributes to fishermen's safety but also operational efficiency and sustainability of fisheries resources in Bengkalis.
- 本研究开发了一种基于物联网(IoT)的渔船安全监控系统,主要用于检测渔船的倾斜度和位置。由于缺乏实时监控,Bengkalis 地区的渔业在渔民安全和资源可持续性方面面临挑战。拟议的系统使用 SIM808 GSM 模块和 MPU6050 传感器,并与 Arduino 平台集成,以实时、准确地监测船舶的位置和倾斜度。船舶倾斜信息对于防止船舶事故非常关键,因为船舶事故往往是由于船舶在海中不稳定造成的。该系统为渔民提供了潜在危险状况的预警,使他们能够在事故发生前采取纠正措施。此外,对船只位置的监控可确保船只处于安全捕鱼区并遵守渔业法规,同时使有关当局能够在紧急情况下迅速实施救援。该系统还支持渔民优化捕鱼路线,以提高燃油效率和渔获量。因此,这项研究不仅有助于渔民的安全,还有助于提高作业效率和 Bengkalis 渔业资源的可持续性。
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引用次数: 0
Rancang Bangun Sistem Informasi Toko Izdiihar Laptop Berbasis Website 基于网站的 Izdiihar 笔记本电脑商店信息系统设计
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3761
Wawan Herwansyah, Novery Lysbetti Marpaung
Abstrack - Izdiihar Laptop Store, a small business specializing in laptop repair and sales, faces several challenges in manually managing laptop repair transactions and customer data. One of the problems faced is the inefficient search for transaction data, which is caused by recording transaction data into various manual records. As well as inaccuracies and lack of accuracy in recording can result in inaccurate data management and often result in errors in recording transaction data. The use of manual recording on paper raises the risk of damage, loss, and forgetfulness in storing the paper which can harm the store and customers. Another problem is that there is no transaction report at all, which makes it difficult to monitor the store's income. This research designs a website-based information system with a prototype method and uses Blackbox Testing and Usability in testing. Blackbox testing results showed smooth running of all tested scenarios, achieving a 100% success rate, confirming that the system is feasible to use. Usability testing involving 30 respondents resulted in an Excellent category indicating a very positive user acceptance of the system. With the implementation of this system, business performance has also improved in more accurate financial monitoring, enabling more timely decision making. Customer satisfaction increased along with the provision of more efficient and accurate services.
Abstrack - Izdiihar 笔记本电脑商店是一家专门从事笔记本电脑维修和销售的小型企业,在手动管理笔记本电脑维修交易和客户数据方面面临着一些挑战。面临的问题之一是交易数据搜索效率低下,这是由于将交易数据记录到各种手工记录中造成的。此外,记录不准确和缺乏准确性也会导致数据管理不准确,并经常造成交易数据记录错误。使用纸张手工记录会增加纸张损坏、丢失和遗忘的风险,从而损害商店和顾客的利益。另一个问题是,根本没有交易报告,因此很难监控商店的收入情况。本研究以原型方法设计了一个基于网站的信息系统,并在测试中使用了黑盒测试和可用性测试。黑盒测试结果显示,所有测试场景都能顺利运行,成功率达到 100%,证实了系统的可行性。由 30 名受访者参与的可用性测试结果为 "优秀",表明用户对系统的接受程度非常高。随着该系统的实施,业务绩效也得到了改善,财务监测更加准确,决策更加及时。在提供更高效、更准确服务的同时,客户满意度也得到了提高。
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引用次数: 0
Klasifikasi Status Stunting Balita Dengan Metode Support Vector Machine Berbasis Web 用基于网络的支持向量机方法对幼儿发育迟缓状况进行分类
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3641
Fauzan Adzhima, Elvia Budianita, Alwis Nazir, Fadhilah Syafria
Abstrack - Parents should pay attention to their children during their toddler years because at that age, they are vulnerable to various growth and developmental disorders, one of which is stunting. Stunting is a growth and developmental disorder caused by nutritional deficiencies and is characterized by a height that does not meet the normal growth criteria for children of the same age. To prevent stunting, healthcare workers or integrated health post (Posyandu) cadres measures the anthropometry of children’s bodies at Posyandu. The data from these body measurements are then processed manually, which poses a significant risk of processing errors due to human error. By studying the patterns in measurement data, data mining can help address issues in the data processing process. Support Vector Machine (SVM) is one of the commonly used data mining methods for classification problems, known for its ability to work with small memory and separate data that cannot be linearly separated. Age, gender, Early Initiation of Breastfeeding (EIBF), weight, and height are the attributes used for classification using the SVM algorithm. Based on the conducted tests, there were 1172 data points with an average performance result of the best model using the parameter γ = 0.01, achieving an accuracy of 98.99%. This means that the model can be used to accurately predict new measurement data, enabling timely preventive measures for stunting.
Abstrack - 家长应关注学步期的孩子,因为这个年龄段的孩子容易出现各种生长发育障碍,发育迟缓就是其中之一。发育迟缓是一种由营养缺乏引起的生长发育障碍,表现为身高不符合同龄儿童的正常生长标准。为预防发育迟缓,医护人员或综合保健站(Posyandu)干部会在 Posyandu 测量儿童的人体测量值。这些身体测量数据随后由人工进行处理,由于人为失误,造成处理错误的风险很大。通过研究测量数据中的模式,数据挖掘可以帮助解决数据处理过程中的问题。支持向量机(SVM)是分类问题常用的数据挖掘方法之一,因其能够处理小内存和分离无法线性分离的数据而闻名。年龄、性别、早期开始母乳喂养(EIBF)、体重和身高是 SVM 算法用于分类的属性。根据已进行的测试,共有 1172 个数据点,使用参数 γ = 0.01 的最佳模型的平均性能结果为 98.99%。这意味着该模型可用于准确预测新的测量数据,从而及时采取预防发育迟缓的措施。
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引用次数: 0
Rancang Bangun Sistem Informasi Pengelolaan Studio Foto Menggunakan Metode Prototype 使用原型法设计照相馆管理信息系统
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3673
Yori Aldrin, Yori Aldrin Lysbetti Marpaung
– SevenPixel Photography and Artwork Photo Studio still use manual methods where customers have to come to the studio to make orders and payments to the studio. Then the studio records the results of orders and payments made by customers in a notebook. This method is not effective because proof of payment could be lost, causing harm to both parties. This website application is a solution that the author provides so that studios can manage orders and payments better and consumers can view photo packages and photo galleries. Ordering and paying for photo packages is easy because it is online. This website was built using the PHP programming language and MySql as the database. The prototype method is a method that involves users and developers in negotiating regarding system development so that developers are more effective in building systems. Black-box testing is an important testing method because it can identify errors in the function of a system. Test results using the Black-box Testing method showed that the system could run and function well without any significant problems. The result of this research is a website-based system that has order, payment, recording orders and consumer payments, studio financial reports, and photo galleries.
- SevenPixel Photography 和 Artwork Photo Studio 仍然采用手工方式,顾客必须到影楼下订单并向影楼付款。然后,影楼将客户的订单和付款结果记录在笔记本上。这种方法效果不佳,因为可能会丢失付款凭证,给双方都造成伤害。本网站应用程序是作者提供的一种解决方案,使影楼可以更好地管理订单和付款,消费者可以查看照片套餐和照片库。由于是在线操作,订购和支付照片套餐都很方便。该网站使用 PHP 编程语言和 MySql 作为数据库。原型法是一种让用户和开发人员就系统开发进行协商的方法,以便开发人员更有效地构建系统。黑盒测试是一种重要的测试方法,因为它可以识别系统功能中的错误。黑盒测试法的测试结果表明,系统运行良好,没有出现任何重大问题。这项研究的成果是一个基于网站的系统,它具有订购、付款、记录订单和消费者付款、影楼财务报告和图片库等功能。
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引用次数: 0
Analisis Sentimen Ulasan Toko Online Halona Beauty Care Untuk Peningkatan Layanan Menggunakan Algoritma Naïve Bayes 使用 Naïve Bayes 算法对 Halona 美容护理在线商店评论进行情感分析以改进服务
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3348
Mutia Mustika Rani, F. Candra
– The rapid development of technology has had a tremendous impact on human life, including in the field of e-commerce. E-commerce provides users with the opportunity to transact goods and services without distance and time limitations, as long as users have internet access. However, due to the rise of online fraud, it is not uncommon for customers to hesitate to buy products online. This proves that customer trust has a significant effect on the intention to buy products in e-commerce. Reviews from customers will be very influential to prospective customers as a benchmark reference for finding information. This study aims to classify and analyze customer reviews of Halona Beauty Care online stores in Shopee using the Naive Bayes Classifier (NBC) algorithm. The results of the analysis using NBC showed an accuracy of 93%. The results of positive sentiment can be used as a reference for maintaining service quality, while the results of negative sentiment are used as evaluation material for service improvement.
- 科技的飞速发展对人类生活产生了巨大影响,电子商务领域也不例外。电子商务为用户提供了交易商品和服务的机会,只要用户能上网,就不受距离和时间的限制。然而,由于网络欺诈的兴起,客户在网上购买产品时犹豫不决的情况并不少见。这证明,在电子商务中,客户信任对产品购买意向有着重要影响。顾客的评论作为查找信息的基准参考,将对潜在顾客产生很大影响。本研究旨在使用奈何贝叶斯分类器(NBC)算法对Shopee中Halona Beauty Care网店的顾客评论进行分类和分析。使用 NBC 进行分析的结果显示,准确率为 93%。正面情感的结果可作为维持服务质量的参考,而负面情感的结果则可作为改进服务的评估材料。
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引用次数: 0
Sistem Monitoring Suhu Dan Kelembaban Pada Mesin Pembiakan Telur Jangkrik Berbasis IoT 基于物联网的蟋蟀育蛋机温湿度监控系统
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3469
A. Marbun, N. Marpaung
Jangkrik, serangga kecil yang dikenal dengan suara khasnya, sering terdengar di malam hari. Masyarakat membudidayakan jangkrik karena potensi ekonominya sebagai pakan ternak, bahan makanan, obat-obatan, dan kosmetik. Dalam budidaya jangkrik, pembiakan telur menjadi cara untuk mempertahankan regenerasi jangkrik. Faktor lingkungan seperti suhu dan kelembaban dapat mempengaruhi menetasnya telur jangkrik. PeternakJangkrik harus rutin memeriksa suhu dan kelembaban kandang, menyalakan lampu atau kipas sesuai kebutuhan. Maka, diciptakan alat "Sistem Monitoring Suhu dan Kelembaban Pada Mesin Pembiakan Telur Jangkrik Berbasis IoT". Alat ini menggunakan DHT22 dan RTC untuk mendeteksi suhu, kelembaban, dan waktu. Data diolah oleh ESP32 dan ditampilkan di LCD, Aplikasi Telegram memberikan notifikasi, dan pengontrolan otomatis/manual untuk lampu, kipas, dan mistmaker. Website memantau kondisi kandang jangkrik. Penelitian berlangsung 7 hari, berhasil menetas 83.25% telur. Metode konvensional hanya mencapai 65.65%. Alat ini membantu meningkatkan keberhasilan penetasan telur jangkrik dan mengatasi kondisi suhu dan kelembaban yang tidak stabil. Hal ini memberikan dampak positif pada produksi jangkrik dan pembudidayaannya secara berkelanjutan.
蝉是一种小昆虫,以其独特的声音而闻名,经常可以在夜间听到。人们养殖蟋蟀,是为了发挥其作为动物饲料、食品原料、药物和化妆品的经济潜力。在蟋蟀养殖中,卵繁殖是维持蟋蟀再生的一种方法。温度和湿度等环境因素会影响蟋蟀卵的孵化。养蝉人应定期检查笼子的温度和湿度,根据需要打开电灯或风扇。因此,我们创建了一个工具 "基于物联网的蟋蟀育卵机温湿度监测系统"。该工具使用 DHT22 和 RTC 来检测温度、湿度和时间。数据由 ESP32 处理并显示在 LCD 上,Telegram 应用程序提供通知,并对灯光、风扇和喷雾器进行自动/手动控制。网站监控蟋蟀笼的状况。研究持续了 7 天,成功孵化了 83.25% 的蟋蟀卵。而传统方法只能达到 65.65%。该装置有助于提高蟋蟀卵的孵化成功率,克服不稳定的温度和湿度条件。这对蟋蟀生产和可持续养殖具有积极影响。
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引用次数: 0
Perbandingan Metode TAM Dan UTAUT Dalam Penerimaan Dan Kepuasan Sistem Informasi Administrasi Akademik TAM 和 UTAUT 方法在学术管理信息系统接受度和满意度方面的比较
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3768
Intan Nurrahma, Febi Nur Salisah, Tengku Khairil Ahsyar, Medyantiwi Rahmawita
Abstrack – XYZ University is an institution that operates in the field of education. Currently, many universities use academic information systems to make work easier and more effective and efficient. The survey results show that there are several problems with the academic administration information system, namely the occurrence of errors or the server going down. These error conditions include not being able to log in or not being able to access the available features. The next obstacle is that when students want to change their password they cannot change it directly in the system but must to another system to change the password. This research uses the TAM and UTAUT methods. The aim of this research is to find out which method is better in accepting and deciding on the application of information systems. The results of the research show that the UTAUT method is better able to explain better than the TAM method in comparing the implementation of academic administration information systems where by using the TAM method the R-square value obtained for the TAM IT Acceptance variable is 78.2%, which is a value included in the model category. strong and the User Satisfaction variable has an R-square value of 65.3%, where this value is still included in the strong category. Meanwhile, in the UTAUT R-square method for the IT Acceptance variable, it is 83.6%, which is in the strong model category. For the User Satisfaction variable, the R-square value is 74.6%, where this value is in the strong category.
Abstrack - XYZ 大学是一所教育机构。目前,许多大学都使用教务信息系统,以使工作更轻松、更有效、更高效。调查结果显示,教务管理信息系统存在几个问题,即出现错误或服务器宕机。这些错误包括无法登录或无法访问可用功能。下一个障碍是,当学生想要修改密码时,他们不能直接在系统中修改,而必须到另一个系统中修改密码。本研究采用了 TAM 和 UTAUT 方法。本研究的目的是找出哪种方法更有利于接受和决定信息系统的应用。研究结果表明,在比较教务管理信息系统的实施情况时,UTAUT 方法比 TAM 方法更能解释教务管理信息系统的实施情况,其中,使用 TAM 方法,TAM 信息技术接受度变量的 R 方值为 78.2%,该值属于模型类强,而用户满意度变量的 R 方值为 65.3%,该值仍属于强。同时,在UTAUT R 方差法中,IT 接受度变量的 R 方差为 83.6%,属于强模型类别。用户满意度变量的 R 方值为 74.6%,属于强模型。
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引用次数: 0
Aplikasi Mobile Pengenalan Tata Surya dan Galaksi Bimasakti Menggunakan Multimedia Development Life Cycle 利用多媒体开发生命周期介绍太阳系和银河系的移动应用程序
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3484
Rikky Febi Irwanto, Sawali Wahyu
- SDN Duri Kepa 16 Pagi is one of the elementary schools. Currently, students at the school involve direct interaction activities between teachers and students, and use reading book learning media. Students' interest in recognizing natural knowledge about the Earth's universe located in the Solar System & Milky Way Galaxy is still not massively applied in the learning process, from the process of these activities students prefer to play with technology rather than reading from textbooks. Therefore, the importance of learning the knowledge of the universe about the Milky Way galaxy, especially for early childhood. They needs special attention because it is related to the early development of children. This research uses the Multimedia Development Life Cycle (MDLC) method, this MDLC will be useful for the cycle of building game scenarios and the steps of building multimedia-based mobile applications. The results of blackbox testing research have been carried out, resulting in direct application testing with users, namely teachers and students, and the test runs well without any errors in the application. As for the results of testing with System Usability Testing (SUS), the final score obtained is 84.8 with the results of the percentage of proximity to the target, namely the achievement of Excellent. From the activities of the research series above, that the mobile application for the introduction of the solar system & Milky Way galaxy can be used by students as a means of fun learning media to attract interest and increase the general knowledge of students in elementary schools, and is useful for teachers in developing information technology-based learning media.
- SDN Duri Kepa 16 Pagi 是其中一所小学。目前,该校学生参与教师与学生之间的直接互动活动,并使用阅读书籍作为学习媒介。学生对认识太阳系和银河系中地球宇宙自然知识的兴趣仍未在学习过程中得到广泛应用,从这些活动的过程来看,学生更喜欢玩科技而不是阅读教科书。因此,学习有关银河系的宇宙知识非常重要,尤其是对幼儿来说。因为这关系到儿童的早期发展,所以需要特别关注。本研究采用多媒体开发生命周期(MDLC)方法,该 MDLC 将有助于游戏场景的构建周期和基于多媒体的移动应用程序的构建步骤。进行了黑盒测试研究,结果是直接与用户(即教师和学生)进行应用测试,测试运行良好,应用没有出现任何错误。至于系统可用性测试(SUS)的测试结果,最终得分为 84.8 分,接近目标的百分比结果为优秀。从上述系列研究活动来看,介绍太阳系和银河系的移动应用程序可以作为一种趣味学习媒体,吸引学生的兴趣,增加小学生的常识,对教师开发基于信息技术的学习媒体很有帮助。
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引用次数: 0
User Acepptence Testing Pada Aplikasi Penyaluran Bantuan Keuangan Khusus Bagi Pemerintah Desa 乡政府特别财政援助分配申请用户接受度测试
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3782
Jaroji Jaroji, Fajri Profesio Putra, Fajar Ratnawati
Abstrack – Sidesa is an application connects three agencies, namely the Village, District Government and the Community and Village Empowerment Service (DPMD) regarding the use of special financial assistance funds provided by the Bengkalis Regency Government, Riau. Sidesa will start to be used in 2022 and will continue in 2023. This application is a web-based application that has 3 user levels, namely village government, sub-district and DPMD. User Acceptance Testing (UAT) is one of the stages in software development, focusing on a deep understanding of end user needs and expectations. This research is aimed at describing the usability value of the Sidesa application. The research method used to measure UAT was using the SUS method by giving several questionnaires consisting of 10 questions related to the use of the SIdesa application to 74 respondents. From this research, 8 recommendations for feature improvements were obtained to be implemented in the Sidesa application. The results in this study show a usability value of 76.72, where this value is at Grade B level Excellent.
Abstrack - Sidesa 是一项连接村、区政府和社区与乡村赋权服务部(DPMD)三个机构的申请,涉及使用廖内省本卡利斯区政府提供的特别财政援助资金。Sidesa 将于 2022 年开始使用,并于 2023 年继续使用。该应用程序是一个基于网络的应用程序,有 3 个用户级别,即村级政府、分区和 DPMD。用户验收测试(UAT)是软件开发的一个阶段,重点是深入了解最终用户的需求和期望。本研究旨在描述 Sidesa 应用程序的可用性价值。衡量可用性的研究方法是使用 SUS 方法,向 74 名受访者发放由 10 个与 SIdesa 应用程序使用相关的问题组成的调查问卷。从这项研究中,我们获得了 8 项改进 Sidesa 应用程序功能的建议。研究结果显示可用性值为 76.72,属于 B 级优秀水平。
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引用次数: 0
Perbandingan Algoritma Weighted Least Connection dan Weighted Round Robin pada Load Balancing Berbasis Docker Swarm 基于 Docker Swarm 的加权最小连接算法和加权轮循算法的实施
Pub Date : 2023-11-17 DOI: 10.35314/isi.v8i2.3395
Salsabilah Aulia Rahman, T. Y. Hadiwandra
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引用次数: 0
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INOVTEK Polbeng - Seri Informatika
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