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Improvement of the automatic gamma correction method in cloud image detection 云图像检测中自动伽马校正方法的改进
Pub Date : 2022-11-30 DOI: 10.31940/matrix.v12i3.137-146
Bayu Nadya Kusuma, Dian Budhi Santoso
Clouds become an important part of human life and are studied in several disciplines in the form of important analyses in some applications. Examples of application of cloud analysis on solar panels or photovoltaics, accurate weather forecasts, accuracy of rainfall predictions, application in the field of meteorology, imaging of the sky in some cases, air humidity survey, and the case of turbulence on Aircraft caused by clouds cumulonimbus. The structure and shape of the clouds are continuously changing, becoming an interesting part to detect. The cloud detection process can be done by taking several samples of imagery from the cloud and the image processing process is done. Most research processes RGB cloud imagery into HSV cloud imagery, Some research using the image detection method of flying apply the channel's convolution R-B, R/B, ????−????????+????, dan chroma C = max(R, G, B)-min(R, G, B). Gamma correction has an efficient characteristic of storing and dividing imagery by small bits, thus the study proposed an image detection development using automatic gamma correction, with ground truth being Image data from SWIMSEG Nanyang Technological University Singapore. The proposed method in the proposed study obtained a precision value and better computing time with a precision value of 0.93 and a computational time of 0.71 sec.
云已成为人类生活的重要组成部分,并在一些应用中以重要分析的形式在多个学科中进行研究。举例说明云分析在太阳能板或光伏上的应用、准确的天气预报、准确的降雨预测、在气象学领域的应用、在某些情况下的天空成像、空气湿度测量,以及由云层积雨云引起的飞机乱流的情况。云的结构和形状不断变化,成为探测的有趣部分。云检测过程可以通过从云中提取多个图像样本并进行图像处理过程来完成。大多数研究将RGB云图处理成HSV云图,一些研究使用飞行图像检测方法应用通道卷积R-B, R/B, ????−????????+????,但色度C = max(R, G, B)-min(R, G, B)。伽玛校正具有将图像存储和分割为小比特的高效特性,因此本研究提出了一种基于自动伽玛校正的图像检测开发,地面真值为新加坡南洋理工大学SWIMSEG图像数据。本文提出的方法获得了精度值和较好的计算时间,精度值为0.93,计算时间为0.71秒。
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引用次数: 0
Review methods for clock skew measurement 回顾时钟偏差测量方法
Pub Date : 2022-11-30 DOI: 10.31940/matrix.v12i3.117-122
Azra Ariel Azmir, N. Wirastuti, Komang Oka Saputra
Clock skew is the deviation of the clock from the true time, which makes it an important role in time information. Clock skew is unavoidable and causes each clock to run at a different speed, so there is a very slight difference between them, but it can still be observed properly. The known properties of clock skew make it potential research for many experts, such as Paxson, Aoki, and Huang. To produce a more accurate clock skew measurement, this study uses the ant colony optimization method by adopting the behavior of an ant colony in searching for food by choosing the path with the shortest route, which will become the cluster offset as a material for measuring clock skew. Ant colony optimization method has the most potential to be adapted in clock skew measurement because the cluster offset is not affected by the upper and the bottom outliers to produce an accurate clock skew measurement.
时钟偏差是指时钟与真实时间的偏差,它在时间信息中起着重要的作用。时钟倾斜是不可避免的,并且导致每个时钟以不同的速度运行,因此它们之间存在非常微小的差异,但仍然可以正确地观察到。时钟偏差的已知特性使其成为许多专家的潜在研究对象,如Paxson、Aoki和Huang。为了更精确地测量时钟偏差,本研究采用蚁群优化方法,采用蚁群寻找食物的行为,选择路径最短的路径作为聚类偏移量,作为测量时钟偏差的材料。蚁群优化方法不受上下离群值的影响,可以精确测量时钟偏差,因此在时钟偏差测量中具有很大的应用潜力。
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引用次数: 0
SITAMPAN: Mobile application for planting and harvesting of horticultural crops in Garut Regency 西坦潘:Garut摄政区园艺作物种植和收获的移动应用程序
Pub Date : 2022-11-30 DOI: 10.31940/matrix.v12i3.123-136
E. S. Soegoto, L. Warlina, S. Supatmi, Agis Abhi Rafdhi, R. Jumansyah, H. Saputra
Garut Regency’s agriculture sector has the most impact on the region’s GDP compared to other sectors. The Central Statistics Agency reports that the agricultural sector’s contribution was 39.11% in 2014 and will be 37.97% in 2020. The farmer’s inability to manage their crop goods is the primary cause of the contribution decline. The study aims to build a prototype of a mobile application information system for planting and harvesting. commodities based on a geospatial information system. The research method used was field surveys, interviews, and focus group discussions (FGD) with farmers, farmer group leaders, agricultural extension workers, and officials at Garut Regency Agriculture Office. The designed application is Sitampan which stands for Sistem Informasi Tanam dan Panen (Planting and Harvesting Information System). The users of this application are farmers, farmer group leaders, agricultural extension workers, and Garut Regency Agriculture Office. Each user will have a specific role and access based on their roles. The public can only see the data contained in this application. In conclusion, this app can serve as a platform for information and communication for farmers. Farmers can use this app as a decision-making tool to manage their crops, including when to sell, plant, and harvest. Hopefully, this application will enhance the welfare of farmers, particularly those in Garut district, one of the industries that have the most impact on the Indonesian agricultural sector.
与其他部门相比,Garut Regency的农业部门对该地区GDP的影响最大。中央统计局报告称,2014年农业部门的贡献为39.11%,到2020年将达到37.97%。农民没有能力管理他们的农作物是贡献下降的主要原因。该研究旨在建立一个用于种植和收获的移动应用信息系统的原型。商品基于地理空间信息系统。研究方法为实地调查、访谈和焦点小组讨论(FGD),参与者包括农民、农民团体领导、农业推广工作者和Garut regent Agriculture Office的官员。设计的应用程序是Sitampan,它代表System Informasi Tanam dan Panen(种植和收获信息系统)。该应用程序的用户是农民、农民团体领导、农业推广工作者和Garut Regency农业办公室。每个用户将有一个特定的角色,并根据他们的角色访问。公众只能看到这个应用程序中包含的数据。综上所述,这款app可以作为农民的信息交流平台。农民可以使用这款应用作为管理作物的决策工具,包括何时出售、种植和收获。希望这一应用程序将提高农民的福利,特别是加鲁特地区的农民,这是对印度尼西亚农业部门影响最大的行业之一。
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引用次数: 0
Optimization of Off-Grid Solar Generating System With DC-DC Converter 带DC-DC变换器的离网太阳能发电系统优化
Pub Date : 2022-11-30 DOI: 10.31940/matrix.v12i3.147-154
I. Parti, S. Suratno, N. W. Rasmini
Electrical energy is a very complex problem for every country in the world, as well as in Indonesia in particular, with the rapid progress of the country’s industry, of course, followed by an increase in the generation of electrical energy. While the current energy generation most often comes from fossil fuels, which are increasingly depleting, the energy supply will decrease and increase sales. Therefore, every country is competing to find other energy for electrical energy generation. Renewable energy is a green energy generator whose supply is abundant and inexhaustible. Solar power plants (PLTS) are one of the green energies developed by the Indonesian government to utilize energy derived from non-fossil fuels. To support this, it is necessary to study and research to be done using the DC-DC up/down converter is expected to obtain results that can be used as a reference in the development of solar power plants (PLTS). With a DC-DC up/down converter, the voltage stabilization produced by PLTS can be stabilized by a DC-DC converter from 9 volts DC to 11.5 volts for a minimum voltage. Above 12 volts to 18 volts, up to 12 volts can be stabilized.
电能对世界上每个国家来说都是一个非常复杂的问题,尤其是在印度尼西亚,随着该国工业的迅速发展,当然,随之而来的是电能的增加。虽然目前的能源生产大多来自日益枯竭的化石燃料,但能源供应将减少,销售将增加。因此,每个国家都在竞相寻找其他能源来发电。可再生能源是一种供应丰富、取之不尽、用之不竭的绿色能源。太阳能发电厂(PLTS)是印尼政府开发的利用非化石燃料能源的绿色能源之一。为了支持这一点,有必要进行研究,并利用DC-DC上/下变换器进行研究,以期获得可作为太阳能电站(PLTS)发展参考的成果。使用DC-DC上/下转换器,PLTS产生的稳压可以通过DC-DC转换器从9伏DC稳定到11.5伏的最小电压。以上12伏至18伏,最高可稳定至12伏。
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引用次数: 0
Topic modeling and sentiment analysis about Mandalika on social media using the latent Dirichlet allocation method 基于潜在Dirichlet分配方法的社交媒体曼达利卡主题建模与情感分析
Pub Date : 2022-11-30 DOI: 10.31940/matrix.v12i3.109-116
Rifqi Hammad, V. C. Hardita, Ahmad Zuli Amrullah
The rapid and widespread dissemination of information currently affects the tourism sector. One tourist area that is quite widely discussed is the Mandalika Circuit. Twitter is one platform that provides comments related to the Mandalika Circuit. The amount of information related to the Mandalika Circuit is currently not being utilized properly by managers (government or private). It causes many topics related to the Mandalika Circuit that are currently trending, and public sentiment regarding the Mandalika Circuit is unknown to the government or private sector. Ignorance can result in delays in decision making which can harm the manager. To overcome this problem, research on sentiment analysis and topic modeling related to the Mandalika Circuit was carried out. The sentiment analysis method used is SVM and for modeling using LDA. Based on the results of the sentiment analysis, 1500 tweets were obtained before doing the pre-processing process, thus getting a dataset of 500 tweets divided into 398 positive and 102 negative tweets. So it can be concluded that more Twitter users give positive than negative responses to the Mandalika Circuit. The test results show that the SVM algorithm can classify sentiment toward the Mandalika Circuit well, as indicated by the measurement of the performance of the SVM algorithm, namely 87% accuracy, 77% precision, 84.81% recall, and 98.52% specificity. These results also show that the F1 Score compares the average precision and recall, which is weighted at 80.72%.
信息的迅速和广泛传播目前影响到旅游部门。一个被广泛讨论的旅游区是曼达里卡环路。推特是一个提供与曼达里卡巡回赛相关评论的平台。目前,管理人员(政府或私人)没有充分利用与曼达里卡巡回赛有关的大量信息。它引起了许多与曼达里卡电路相关的话题,这些话题目前正在流行,公众对曼达里卡电路的情绪是政府或私营部门所不知道的。无知会导致决策的延迟,从而对管理者造成伤害。为解决这一问题,开展了与曼陀里卡电路相关的情感分析和主题建模研究。使用的情感分析方法是支持向量机,建模使用LDA。基于情感分析的结果,在进行预处理之前,得到1500条推文,从而得到500条推文的数据集,分为398条积极推文和102条消极推文。因此,可以得出结论,推特用户对曼达里卡电路的正面回应多于负面回应。测试结果表明,SVM算法可以很好地对曼达里卡电路的情感进行分类,对SVM算法的性能进行测量,准确率为87%,精密度为77%,召回率为84.81%,特异性为98.52%。这些结果还表明,F1分数比较了平均精度和召回率,权重为80.72%。
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引用次数: 1
Application of the Blowfish Algorithm in securing patient data in the database Blowfish算法在数据库患者数据保护中的应用
Pub Date : 2022-07-31 DOI: 10.31940/matrix.v12i2.102-108
Pahrul Irfan, Rifqi Hammad, Andi Sofyan Anas, Fatimatuzzahra Fatimatuzzahra, Nanang Samudra
Patient data is one of the datasets managed by the hospital. Patient data in the form of examination results and other data is important data that is private and confidential. Therefore, patient data needs to be secured so that there is no misuse of data by parties who are not responsible for things that can harm the data owner. One of the several methods that can be used to secure data is cryptography. Cryptography itself has several algorithms, one of which is blowfish. This study applies the blowfish algorithm to secure patient data in the database to reduce the possibility of data misuse by irresponsible parties. This study succeeded in implementing the blowfish algorithm for securing patient data. The data stored in the database is the result of encryption using the blowfish algorithm, the results of which are difficult to understand because there is a combination of symbols and text. The application of the algorithm affects the data storage time in the database, which originally took 0.12 seconds to save data and now takes 0.28 seconds to store data.
患者数据是医院管理的数据集之一。以检查结果和其他数据为形式的患者数据是隐私和机密的重要数据。因此,患者数据需要得到保护,这样就不会有对可能损害数据所有者的事情不负责任的各方滥用数据。可以用来保护数据的几种方法之一是密码学。密码学本身有几种算法,其中之一是河豚算法。本研究采用河豚算法对数据库中的患者数据进行保护,以减少不负责任方滥用数据的可能性。本研究成功地实现了保护患者数据的河豚算法。存储在数据库中的数据是使用河豚算法加密的结果,其结果难以理解,因为有符号和文本的组合。算法的应用影响了数据在数据库中的存储时间,原来保存数据需要0.12秒,现在存储数据需要0.28秒。
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引用次数: 0
Hoax news identification using machine learning model from online media in Bahasa Indonesia 利用机器学习模型从印尼语在线媒体中识别恶作剧新闻
Pub Date : 2022-07-31 DOI: 10.31940/matrix.v12i2.58-67
Inggrid Yanuar Risca Pratiwi
Information and communication technology that’s developing is one of the main triggers of the information explosion today. Nowadays, various news content is not only easy to obtain but also easy to produce through various platforms on the internet, including popular online media, such as blogs and websites. So a lot of news content on blogs and websites that are currently being circulated leads to fake news content (hoaxes) that can mislead the perception and thoughts of the readers. Therefore, it is important to develop a system that can detect the presence of fake news content to minimize the losses caused by the presence of fake news content. In this study, the Naive Bayes algorithm is proposed as a machine learning model that will be used to detect fake news content in Indonesian language online media. As a result, the global accuracy value reached 71% with recall, precision, and F1-Score values as a whole above 70% which indicates that the proposed model can detect fake news content quite well.
信息通信技术的发展是当今信息爆炸的主要诱因之一。如今,各种新闻内容不仅很容易获得,而且很容易通过互联网上的各种平台制作,包括流行的网络媒体,如博客和网站。因此,目前在博客和网站上传播的许多新闻内容导致虚假新闻内容(恶作剧),可以误导读者的看法和想法。因此,开发一种能够检测假新闻内容存在的系统,将假新闻内容存在所造成的损失降到最低是非常重要的。在本研究中,提出了朴素贝叶斯算法作为机器学习模型,用于检测印尼语在线媒体中的假新闻内容。结果,全局准确率值达到71%,召回率、精度和F1-Score值总体上都在70%以上,表明所提出的模型可以很好地检测假新闻内容。
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引用次数: 0
Asah skill: An approach skill-based learning platform with management and strategic planning process Asah技能:一个方法技能为基础的学习平台,管理和战略规划过程
Pub Date : 2022-07-31 DOI: 10.31940/matrix.v12i2.91-101
Ellin Devihana Pratiwi, Hendrik Amrico
Digital transformation in education improves entities by implementing significant changes in education by combining information technology, computing, communication, and coordination. This paper proposes improving education through a digital transformation through platforms, specifically online skills-based learning called ASAH Skill. The survey was conducted by collecting question data from Google Forms. By using the Problem Validation method and Primary Data, obtained Product Validation on Customer Needs (Survey) and Product Strategy (Affinity Diagram). It is a market-based validation as a guide for designing ASAH Skill products that meet the criteria and needs of Skill Providers and Seekers. The method considered consists of three steps, namely strategic situation analysis (SSA), strategy formulation (SF), and strategy implementation (SI). We have finally found what customers need to develop their skills during the isolation period of the covid-19 pandemic. The survey was conducted on 51 respondents. Strategic Implementation consists of Mockup, Business Model Canvas (BMC), and Problem Solution Fit Canvas. The biggest detention experienced by respondents was very limited mobility (82.4%). The survey also showed that most of the activities respondents did during the pandemic were exploring new things (37.3%). Video editing is the most learned skill during the pandemic (25.9%), and YouTube is the respondents' main choice as a medium for learning skills (43.1%). Overall, the results of the study show that dispensing and learning skills are a new need for society during a pandemic. The provision of a platform is a development opportunity as a forum for the dissemination and learning of skills. The highest priority is on the 'easy to use' attribute where all respondents give an importance rating of 5.
教育数字化转型通过结合信息技术、计算、通信和协调,实现教育的重大变革,从而改善实体。本文建议通过平台的数字化转型来改善教育,特别是基于在线技能的学习,称为ASAH技能。这项调查是通过收集谷歌表单上的问题数据进行的。利用问题验证法和原始数据,得到了基于顾客需求(调查)和产品策略(关联图)的产品验证。它是一种基于市场的验证,作为设计ASAH技能产品的指南,以满足技能提供者和求职者的标准和需求。所考虑的方法包括三个步骤,即战略态势分析(SSA)、战略制定(SF)和战略实施(SI)。我们终于找到了客户在covid-19大流行隔离期间需要培养的技能。该调查共有51人参与。战略实现由模型、业务模型画布(BMC)和问题解决方案适配画布组成。受访者所经历的最大拘留是行动非常有限(82.4%)。调查还显示,受访者在大流行期间从事的大多数活动是探索新事物(37.3%)。视频编辑是大流行期间学习最多的技能(25.9%),YouTube是受访者学习技能的主要选择(43.1%)。总体而言,研究结果表明,在大流行期间,分配和学习技能是社会的新需求。提供一个平台是作为传播和学习技能的论坛的发展机会。最高优先级是“易于使用”属性,所有受访者的重要性评级为5。
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引用次数: 0
Delone and McLean Models for measuring the success of Flores University e-learning information system Flores大学电子学习信息系统成功与否的Delone和McLean模型
Pub Date : 2022-07-31 DOI: 10.31940/matrix.v12i2.68-78
K. J. Tute, M. Londa, Anastasia Mude
The University of Flores first conducted E-Learning learning amid the covid 19 pandemic, the problem faced was that most of the lecturers at the University of Flores did not understand E-learning by using information technology. The Faculty of Information Technology facilitated all faculties at the university to conduct e-training. E-Learning, in the learning process. The aim is to measure success in implementing the University of Flores E-Learning information system. The model in this study is the Delone and Mclean model to measure success with six dimensions, namely, system quality, information quality, users, service quality, user satisfaction, net benefits. The method in this research is observation, a survey using questionnaires in the form of a Likert scale, and a literature study. The data analysis technique used simple linear regression. The results showed that the Delone and Mclean models were very well used to measure the success of using e-learning. The conclusion is that the quality of information on the use percentage of 34.4%, the quality of service they use of 33.8%, the quality of the system on the satisfaction of the users is 38.6%, and the quality of the services on the satisfaction of the users 34,5%, the users on the satisfaction of the users 43,4%, use of net benefits is 58.7% and user satisfaction of net benefits is 48.8%. The higher the value of these variables, the higher the success rate of information systems using E-learning at universities will be.
弗洛雷斯大学在新冠疫情期间首次开展E-Learning学习,但面临的问题是,弗洛雷斯大学的大部分讲师都不了解利用信息技术进行E-Learning学习。资讯科技学院协助大学所有院系进行电子培训。E-Learning,在学习过程中。目的是衡量实施弗洛雷斯大学电子学习信息系统的成功程度。本研究采用Delone和Mclean模型,从系统质量、信息质量、用户、服务质量、用户满意度、净收益六个维度来衡量成功。本研究采用观察法、李克特量表问卷调查法和文献研究法。数据分析技术采用简单的线性回归。结果表明,Delone和Mclean模型可以很好地用于衡量使用电子学习的成功程度。得出的结论是,信息质量对用户使用的比重为34.4%,服务质量对用户使用的比重为33.8%,系统质量对用户满意度的比重为38.6%,服务质量对用户满意度的比重为34.5%,用户满意度的比重为43.4%,使用净效益的比重为58.7%,用户净效益的比重为48.8%。这些变量的值越高,大学使用E-learning的信息系统的成功率就越高。
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引用次数: 0
Business transformation from connectivity to digital: case study “PT. MNO Indonesia” 从连接到数字化的业务转型:案例研究“PT. MNO印度尼西亚”
Pub Date : 2022-07-31 DOI: 10.31940/matrix.v12i2.79-90
Itsnanta Muhammad Fauzan, A. Ihsan, Farhan Annur Mahmudi, Amirsyah Rayhan Mubarak, C. Apriono
The telecommunications industry plays a role in meeting the needs of digital connectivity services to the community, especially in line with the community's need for internet connections which is increasing rapidly. As one of the telecommunications service operators in Indonesia, "PT. MNO Indonesia" must meet this need to get maximum profit and the best service to the customers with the right business strategy. However, the current connectivity business model is still the mainstay, with revenue levels that tend to stagnate and even experience a decline. The provision of network services and investment in infrastructure development are still the main concerns, so a change in business strategy is needed. This study proposes several recommendations for business strategies to increase revenue based on reviewing and analyzing financial data and statistics for Indonesian and international telecommunications businesses. In this study, financial report data and digital sector statistical data were analyzed and divided into four aspects: traffic, finance, network development, and digital service with the min-max method, standard deviation, and average. From the analysis conducted in this research, "PT. MNO Indonesia" needs to transform its business into digital business model.
电讯业在满足社会对数码连接服务的需求,特别是配合社会对互联网连接的需求方面发挥着重要作用,而互联网连接的需求正迅速增加。作为印尼的电信服务运营商之一,“PT. MNO印尼”必须满足这一需求,以获得最大的利润和最好的服务,以正确的商业战略的客户。然而,目前的连接业务模式仍然是主流,其收入水平趋于停滞甚至下降。网络服务的提供和基础设施发展的投资仍然是主要问题,因此需要改变业务战略。本研究提出了几个建议的业务战略,以增加收入的基础上审查和分析财务数据和统计的印尼和国际电信业务。本研究对财务报告数据和数字行业统计数据进行分析,采用最小最大值法、标准差法和平均值法将其分为流量、财务、网络发展和数字业务四个方面。从本研究的分析来看,“PT. MNO Indonesia”需要将其业务转变为数字商业模式。
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引用次数: 1
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