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2021 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS最新文献

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A Hybrid System for Enhancement Retinal Image Reduction 一种用于增强视网膜图像还原的混合系统
Anita Desiani, Muhammad Adrezo, Anggi Miftahul Alfan, Erwin, B. Suprihatin
A retina can use for the identification of a diabetic disease or diabetic retinopathy. Therefore, retinal images can be used for the early detection of diabetic retinopathy. The retinal images were produced by a fundus camera. Sometimes, it yielded an image that has low quality. This image contains noise and low contrast. The low-quality image causes the blood vessels in the retina unable to segment properly for disease detection. To enhance the low-quality image is needed a strong system to enhance the image quality. This study introduces a hybrid system that combined contrast enhancement and noise reduction to enhance image quality. The steps of contrast enhancement were gamma correction, CLAHE, and Local Contrast to create a better image quality. The steps of noise reduction were the result of contrast enhancement that should be combined with the Median Filter and Gaussian Filter. The method of Median and Gaussian filter can be used to determine the best method that could reduce the image noise. The results showed that the MSE, PSNR, and SSIM of the Gaussian filter were higher than the Median filter result.
视网膜可用于糖尿病疾病或糖尿病视网膜病变的识别。因此,视网膜图像可用于糖尿病视网膜病变的早期发现。视网膜图像是由眼底照相机拍摄的。有时,它产生的图像质量很低。此图像包含噪声和低对比度。低质量的图像导致视网膜中的血管无法正确分割以进行疾病检测。对低质量图像的增强需要一个强大的系统来增强图像质量。本研究介绍一种混合系统,结合对比度增强和降噪,以提高图像质量。对比度增强的步骤是伽马校正、CLAHE和局部对比度,以获得更好的图像质量。降噪步骤是对比度增强的结果,需要与中值滤波和高斯滤波相结合。采用中值滤波和高斯滤波的方法来确定降低图像噪声的最佳方法。结果表明,高斯滤波的MSE、PSNR和SSIM均高于中值滤波结果。
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引用次数: 1
Application of Digital Map Technology for Selection of the Fastest Path in the Smart City of Jakarta 数字地图技术在雅加达智慧城市最快路径选择中的应用
Arman Syah Putra, S. Winarno, A. Damuri, Rio Wirawan, Nurul Aisyah, N. Dewi, Ridwan Anwar, Ahmad Ishaq, Jeffry Latumahina
The background of this research is how to find out the best application in choosing the fastest route based on existing digital map applications. This article will discuss the advantages and disadvantages of an application, especially digital maps, especially in the city of DKI Jakarta. the research method is a literature review method and uses a survey tool to the people of the city of Jakarta which contains the use of digital map applications so that they can get to their destination quickly by using a literature review so they can find the latest research problems so that they can determine clear and focused research problems. The problem in this research is how to find out the best application to determine the fastest route to the destination. With this transportation application, the use of digital maps will be maximized so that it can help people reach their destination quickly and can reduce congestion on the highway. The purpose and objective of this study is to provide the best advice for the people of DKI Jakarta so that they can choose the appropriate application and can help quickly achieve their goals, especially being able to avoid congestion on the road and can help the police reduce the density of vehicles on the highway, the digital map with the highest level of accuracy is Google Maps with 92%, and the digital map with the lowest level of accuracy is Scout GPS Navigation with 84%. Then the percentage of application convenience level that has the highest value is Google Maps with a percentage of 90%, and the lowest percentage of application ease with a percentage of 83% is Back Country Navigator.
本文研究的背景是如何在现有的数字地图应用程序的基础上,找出最佳的应用程序来选择最快的路线。本文将讨论应用程序的优点和缺点,特别是数字地图,特别是在DKI雅加达市。研究方法是一种文献综述方法,并使用一种调查工具,雅加达市的人,其中包含使用数字地图应用程序,使他们能够快速到达目的地,通过使用文献综述,他们可以找到最新的研究问题,使他们能够确定明确和集中的研究问题。本研究的问题是如何找出最佳的应用程序来确定到达目的地的最快路线。有了这个交通应用程序,数字地图的使用将得到最大化,这样它可以帮助人们快速到达目的地,并可以减少高速公路上的拥堵。本研究的目的和目标是为人民提供最好的建议DKI雅加达,这样他们就可以选择相应的应用程序,可以帮助快速实现他们的目标,特别是能够避免拥堵的道路上,可以帮助警察减少车辆在高速公路上的密度,最高水平的精度的数字地图是谷歌地图为92%,和数字地图精度童子军GPS导航的最低水平84%。那么应用程序便利程度的百分比最高的是Google Maps,百分比为90%,而应用程序便利程度的百分比最低的是Back Country Navigator,百分比为83%。
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引用次数: 0
Challenges of DevOps Implementation : A Case Study from Technology Companies in Indonesia DevOps实施的挑战:来自印度尼西亚技术公司的案例研究
Rayhan Anandya, T. Raharjo, Agus Suhanto
Although agile is an iterative approach that encourages collaboration and feedback from all its stakeholders, most agile projects do not extend toward operation people and create a gap between them. To solve that, the paradigm of DevOps is introduced. DevOps is considered the most effective way to improve collaboration between development and IT operations in achieving quality, stability, reliability, and team satisfaction. Due to these thrive factors, DevOps are still popular in IT project development nowadays. However, the present survey shows that organizations still face barriers and struggle in their adoption of DevOps. This study aims to identify the challenges which involved hindering DevOps adoption by conducting a literature review. The identified challenges were further validated and prioritized by IT practitioners from technology companies in Indonesia using AHP (Analytic Hierarchy Process) method. The result is ‘highly bureaucratic deployment process’, ‘insufficient communication and collaboration issues’, and ‘lack of clear definition and strategic direction’ are the most significant challenges that need to be addressed to successful DevOps implementation with value 16.1%, 14,4%, and 13.7 % respectively.
尽管敏捷是一种迭代方法,它鼓励所有涉众的协作和反馈,但大多数敏捷项目并不向运维人员扩展,并在他们之间造成差距。为了解决这个问题,引入了DevOps范式。DevOps被认为是在实现质量、稳定性、可靠性和团队满意度方面改善开发和IT操作之间协作的最有效方法。由于这些蓬勃发展的因素,DevOps在当今的IT项目开发中仍然很流行。然而,目前的调查显示,组织在采用DevOps方面仍然面临障碍和斗争。本研究旨在通过进行文献回顾来确定阻碍DevOps采用的挑战。印尼技术公司的IT从业人员使用AHP(层次分析法)方法进一步验证了已确定的挑战,并对其进行了优先排序。结果是,“高度官僚的部署流程”、“沟通和协作问题不足”以及“缺乏明确的定义和战略方向”是成功实施DevOps需要解决的最重要的挑战,分别占16.1%、14.4%和13.7%。
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引用次数: 2
Information System Security Analysis to Determine Server Security Vulnerability with Penetration Testing Execution Standard (PTES) Method at VWX University 利用渗透测试执行标准(PTES)方法进行信息系统安全分析,确定服务器安全漏洞
Alvita Izana Kusumarini, H. Seta
Server security is indispensable as part of the protection and prevention of information theft measures. This aspect ignored by some agencies that already feel safe with the security conditions of the server network owned by installing antivirus or firewall on the server. There are still considerable agencies such as universities that constantly have not tightened the security of information on the server. Therefore, penetration testing required to determine vulnerabilities in the server by using Penetration Testing Execution Standard (PTES) method to find security gaps in an agency in this case, namely employee data servers at VWX University were in this research found vulnerabilities involves Cross-Site Tracing (CST) attacks, Sensitive Data Exposure, Password Guessing, DDoS Attack, and Sniffing activities that inflict access to the server system.
服务器安全是保护和预防信息盗窃不可或缺的一部分措施。在服务器上安装杀毒软件或防火墙所拥有的服务器网络的安全条件已经感到安全的一些机构忽略了这一点。目前仍有相当多的大学等机构一直没有加强服务器信息的安全性。因此,渗透测试需要通过使用渗透测试执行标准(PTES)方法来确定服务器中的漏洞,从而在本案例中找到机构中的安全漏洞,即VWX大学的员工数据服务器,在本研究中发现漏洞涉及跨站点跟踪(CST)攻击,敏感数据暴露,密码猜测,DDoS攻击和嗅探活动,从而对服务器系统进行访问。
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引用次数: 0
An Information System Design of Web-Based Student Learning Outcomes Assessment at Pekayon Jaya VI Elementary School 北京六小学基于网络的学生学习成果评估信息系统设计
Ayura Safa Chintami, R. Astriratma
The elementary school of Pekayon Jaya VI Bekasi is one of the educational institutions which certainly has learning and teaching activities that is not able to be separated from the management of student learning outcomes. The institution manages 2013 curriculum-based assessments and implements them every six months. Due to the unavailability of an effective system that accommodates the assessment process of student learning outcomes, the solutions are required in the form of an advanced system. The purpose of this research is to create an advanced information system's design for web-based learning outcomes assesment of students in elementary school of Pekayon Jaya VI Bekasi. The programming language for this system uses the PHP language, database storage with MySQL, and the development of the system's design waterfall method. The stages of waterfall methods include analysis, design, programs, testing, and maintenance. The result of this study is the availability of an information system that can facilitate the admin, homeroom teacher, and other teachers related to the management of the student learning outcomes, as well as the availability of an information system to facilitate the student's guardian in viewing reports of the student's learning grades.
Pekayon Jaya VI Bekasi小学是一个有学习和教学活动的教育机构,它与学生学习成果的管理是分不开的。该机构管理2013年基于课程的评估,并每六个月实施一次。由于没有一个有效的系统来适应学生学习成果的评估过程,解决方案需要以先进系统的形式出现。本研究的目的是建立一个先进的信息系统的设计,以建立一个基于网络的小学学生学习成果评估。本系统的编程语言采用PHP语言,数据库存储采用MySQL,系统的开发采用瀑布式设计方法。瀑布方法的阶段包括分析、设计、程序、测试和维护。本研究的结果是提供了一个信息系统,可以方便管理员、班主任和其他教师管理学生的学习成果,也提供了一个信息系统,方便学生的监护人查看学生的学习成绩报告。
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引用次数: 1
Understanding E-Wallet Usage in Indonesia During the Covid-19 Pandemic: Focus on Trust and Risk 了解2019冠状病毒病疫情期间印尼电子钱包的使用情况:关注信任和风险
A. M. Sundjaja, Evelyn
This paper aims to examine the determinant factors that influence e-Wallet usage behavior, as mediated by trust and perceived risk. The research data was collected using an online questionnaire distributed using a convenience and snowball sampling technique, yielding 354 e-Wallet users. AMOS 22 software was used to analyze the data using the structural equation modeling (SEM) technique. They were tested for validity, reliability, normality, outlier, and goodness-of-fit to ensure that the model, indicators, and research data were valid. Trust, financial incentives, dispositional trust, and innovativeness had a significant positive effect on usage behavior, whereas perceived risk had no effect.
本文旨在研究影响电子钱包使用行为的决定因素,以信任和感知风险为中介。研究数据是通过使用便利和滚雪球抽样技术分发的在线问卷收集的,共有354名电子钱包用户。采用AMOS 22软件对数据进行结构方程建模(SEM)分析。对它们进行效度、信度、正态性、离群值和拟合优度检验,以确保模型、指标和研究数据是有效的。信任、财务激励、性格信任和创新对使用行为有显著的正向影响,而感知风险对使用行为没有影响。
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引用次数: 1
“F.Q.A.M” Feyn-QLattice Automation Modelling: Python Module of Machine Learning for Data Classification in Water Potability “F.Q.A.Feyn-QLattice自动化建模:用于饮用水数据分类的机器学习Python模块
P. Riyantoko, Sugiarto, I. G. S. M. Diyasa, Kraugusteeliana
Water potability is a very important material for human life. The water potability indicator is can be used to detect the water that can be consumed as drinking water. We know that if in the water has many minerals, especially pH Value, Sulfate and Chloramines which has the strongest relationship with Water Potability. In data analytics, we can classification water potability using data mining methods. FEYN and Q-Lattice are one of the methods of part machine learning to solve classification data. We try to combining the dataset with machine learning methods to find the best mathematical model in the classification process. Q-Lattice methods bringing out the results increased until 68% accuracy level. For the simple analytics to classification data using combine between FEYN and Q-Lattice present best model.
水是人类赖以生存的重要物质。水的可饮用性指标是用来检测可作为饮用水饮用的水。我们知道,水中有许多矿物质,尤其是pH值、硫酸盐和氯胺,它们与水的可饮用性关系最密切。在数据分析中,我们可以使用数据挖掘方法对水的可饮用性进行分类。FEYN和Q-Lattice是零件机器学习中求解分类数据的方法之一。我们尝试将数据集与机器学习方法相结合,在分类过程中找到最佳的数学模型。q -晶格法得出的结果准确率提高到68%的水平。对于分类数据的简单分析,结合FEYN和Q-Lattice给出了最佳模型。
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引用次数: 1
Wikuliner - Regional Culinary Recommendation System Based on The Web Using Extreme Programming Method 使用极限编程方法的基于Web的区域烹饪推荐系统
Sirojul Munir, Imam Haromain, Riyan Wahyudi, Misna Asqia, Ridwan Raafi'udin
The Indonesian economy in the post-pandemic period has the opportunity to grow, especially in the tourism sector. The potential of the tourism sector, especially the culinary industry, is immense. The development of the tourism industry in the culinary field, both small, medium, and prominent in the area wrapped in local wisdom, has increased the surrounding community's economy. The utilization of information technology in supporting the promotion of culinary tourism is needed to accelerate culinary tourism development. This study built a web-based regional culinary tourism selection recommendation application named wikuliner.com using the Extreme Programming method and Skyline Query applied to a simple query in a relational database system based on the user's preferences. The application was developed using the Web Framework - PHP Yii2 Framework and MySQL Database. The web application is solved in two iterations. The first iteration completed five user stories with a team velocity of 25. The second iteration ended with six user stories with a team velocity of 29. Some of the features that have been successfully implemented are authentication, registration, and review of culinary shops, user profile settings, and searching based on user preferences.
大流行病后时期的印度尼西亚经济有机会增长,特别是在旅游部门。旅游业,尤其是烹饪业的潜力是巨大的。旅游业在烹饪领域的发展,无论是小的,中等的,突出的地区包裹在当地的智慧,增加了周边社区的经济。利用信息技术支持美食旅游的推广,加快美食旅游的发展。本研究利用极限编程方法,结合Skyline查询在关系数据库系统中基于用户偏好的简单查询,构建了基于web的区域美食旅游选择推荐应用程序wikuliner.com。该应用程序是使用Web框架- PHP Yii2框架和MySQL数据库开发的。web应用程序在两个迭代中解决。第一次迭代以25人的团队速度完成了5个用户故事。第二次迭代以6个用户故事结束,团队速度为29。已经成功实现的一些特性包括身份验证、注册和查看烹饪商店、用户配置文件设置以及基于用户首选项的搜索。
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引用次数: 3
Intention to Use E-Marketing in Small and Medium Enterprises in the Covid-19 pandemic 在Covid-19大流行中,中小企业使用电子营销的意图
L. T. M. Oanh, Nguyen Phuong Tran Thao, B. T. Khoa
The Covid-19 pandemic was first discovered in 2019 and was resistant to all available cures despite all efforts. Vietnam, as well as other nations, suffers significant economic harm due to its presence. Businesses in Vietnam, particularly small and medium-sized businesses (SMEs), must plan for this scenario. It has been shown that E-marketing is a successful technique for finding and communicating with consumers worldwide. The disease has been aided by lockdowns and social isolation in the Covid-19 pandemic. This study seeks to discover the impact of several variables on small business owners' plans to utilize e-marketing in Vietnam as part of the Covid-19 pandemic. The study used both qualitative and quantitative research techniques. The qualitative approach is used to confirm and modify a scale, whereas quantitative research is used to help establish a range. The results show that 04 variables impact e-marketing intention, including (1) Compatibility, (2) attitudes towards the use of E-marketing, (3) perceived usefulness, and (4) perceived barriers to use, (5) subjective norms, where perceived usefulness is the most critical influence. The research has put forward many proposals to enhance the desire of businesses to utilize E-Marketing.
Covid-19大流行于2019年首次发现,尽管做出了一切努力,但对所有可用的治疗方法都有抗药性。越南和其他国家一样,由于美军的存在而遭受了重大的经济损失。越南的企业,特别是中小型企业(SMEs),必须为这种情况做好计划。事实证明,网络营销是一种发现并与全球消费者沟通的成功技术。Covid-19大流行期间的封锁和社会隔离助长了这种疾病。本研究旨在发现几个变量对越南小企业主利用电子营销计划的影响,这是Covid-19大流行的一部分。该研究同时使用了定性和定量研究技术。定性方法用于确认和修改量表,而定量研究用于帮助建立范围。结果显示,影响网络营销意愿的变量有04个,包括(1)兼容性,(2)使用网络营销的态度,(3)感知有用性,(4)感知使用障碍,(5)主观规范,其中感知有用性是最关键的影响因素。该研究提出了许多建议,以提高企业利用网络营销的愿望。
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引用次数: 0
Feedback in a Mediated WhatsApp Online Learning: A Case of Indonesian EFL Postgraduate Students 中介WhatsApp在线学习中的反馈:以印尼英语研究生为例
Ahmad Sugianto, Ilham Agung Prasetyo, D. Andriyani, Eva Nurdiana
Feedback is one of the key elements for students' online learning for it can be used to foster their knowledge and attainment. Nevertheless, the scrutiny of feedback with respect to WhatsApp amid the COVID-19 pandemic, to the best of the writers' knowledge, was still under-researched. Thereby, this study aimed to uncover the instructor feedback in a WhatsApp group. The embedded design of mixed-method was employed. Twenty-three EFL postgraduate students, taking an online course using a WhatsApp group in one university in Bandung city, were involved. Moreover, the data were garnered using a questionnaire and semi-structured interview corroborated by online chat archives in the WhatsApp group. Findings revealed that the use of WhatsApp resulted in some challenges and opportunities. Moreover, based on the content analysis, the most frequent level of instructor feedback encountered was self-level (64%) consecutively followed with process level (20%), task level (15%), and self-regulation level (1%). Additionally, descriptive statistics revealed that with a mean of 82.5 and a standard deviation of 6.5, the instructor feedback quality was categorized as a good one. Meanwhile, some themes concerning the instructor feedback characteristics found encompassed immediacy, relevancy, constructiveness, and objectivity. Some pedagogical implications and suggestions to optimize the use of WhatsApp as a learning tool were also discussed.
反馈是学生在线学习的关键因素之一,因为它可以用来培养他们的知识和成就。然而,据笔者所知,在COVID-19大流行期间,对WhatsApp反馈的审查仍未得到充分研究。因此,本研究旨在揭示WhatsApp群中教师的反馈。采用混合方法的嵌入式设计。万隆市一所大学的23名英语研究生通过WhatsApp群参加了一门在线课程。此外,这些数据是通过问卷调查和半结构化访谈获得的,并得到WhatsApp群组在线聊天档案的证实。调查结果显示,使用WhatsApp带来了一些挑战和机遇。此外,根据内容分析,教师反馈最常见的是自我水平(64%),其次是过程水平(20%)、任务水平(15%)和自我调节水平(1%)。此外,描述性统计显示,教师反馈质量的平均值为82.5,标准差为6.5,被归类为良好。同时,发现教师反馈特征的一些主题包括即时性、相关性、建设性和客观性。本文还讨论了一些教学意义和建议,以优化WhatsApp作为学习工具的使用。
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引用次数: 1
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2021 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS
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