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2020 Fifth International Conference on Informatics and Computing (ICIC)最新文献

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Webqual and Importance Performance Analysis Method: The Evaluation of Tegal City's Public Service Information System Web Quality 网络质量与重要性绩效分析方法:法轮市公共服务信息系统网络质量评价
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288518
Warjiyono, Amin Nur Rais, Fandhilah, Wati Erawati, Nurdiana Handayani, Hendra Mayatopani
According to Indonesian Law no. 14 of 2008 concerning public information disclosure states that every state organizer and public institution is encouraged to conduct public information disclosure. To carry out the transparency, the Tegal City Government has launched a service information system website at http://ppid.tegalkota.go.id as an online media in order to obtain and to provide Tegal City's public information services for the public. The interview result with the website service manager stated that the website has never been assessed against user satisfaction. In fact, the public information system is the image of the local government towards the seriousness of providing facilities for the public to be accessed easily. This study used WebQual 4.0 and Importance Performance Analysis (IPA) methods with 4 (four) instruments, there are usability quality, information quality, quality of service interaction, and visual quality with a total of 24 indicators presented in questionnaires. This type of research is descriptive with a quantitative approach and data is processed using SPSS software. The results of this study state that Tegal City public service information system website is good in general, but there are top priority improvements to be made immediately such as the attributes of providing accurate information and the ease for people to understand the information. The results of this research are expected to contribute positively to the development of Tegal city public service information system website in order to be better and qualified, and also improving competitiveness in realizing good governance.
根据印度尼西亚第。2008年关于公开信息披露的《中华人民共和国行政法规》第14条规定,鼓励一切国家组织单位和事业单位进行公开信息披露。为了实现透明化,法城政府推出了服务信息系统网站http://ppid.tegalkota.go.id,作为网上媒体,为公众获取和提供法城的公共信息服务。与网站服务经理的访谈结果表明,网站从未对用户满意度进行过评估。事实上,公共信息系统是地方政府对待为公众提供便利设施的严肃态度的形象。本研究采用WebQual 4.0和重要性绩效分析(IPA)方法,采用4(4)种工具,分别为可用性质量、信息质量、服务交互质量和视觉质量,共24个指标进行问卷调查。这种类型的研究是描述性的定量方法和数据处理使用SPSS软件。研究结果表明,法城公共服务信息系统网站总体上是良好的,但在提供准确信息的属性和便于人们理解信息等方面仍有亟待改进的地方。本文的研究成果有望为法城公共服务信息系统网站的发展做出积极的贡献,使法城公共服务信息系统网站更加完善和合格,并提高法城公共服务信息系统网站实现善治的竞争力。
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引用次数: 4
Mobile-based Smart District Holistic Values And Social Dimensions: a Citizen-centric Perspective 基于移动的智慧社区整体价值与社会维度:以公民为中心的视角
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288574
Aang Kisnu Darmawan, Daniel Oranova Siahaan, Tony Dwi Susanto, Hoiriyah, Busro Akramul Umam, Miftahul Walid, Betty Dewi Puspasari, A'ang. Subiyakto, Achmad Nizar Hidayanto
At present, almost every country struggles to implement city management with the concept of smart cities. Previous studies have produced several models by exploring social values on the adoption and acceptance of technology in the application of the idea of a smart city. However, there is still little research that explores social values in the form of a relational relationship between the dimensions of builders in the Smart District, which is very different from the concept of smart cities that are common and popular so far. This study aims to explore and evaluate the relationship of social dimensions of the application of smart mobile-based districts or districts. The model and approach used is an exploration of the building dimensions in the theory of Expectation Confirmation Model, Quality of Experience (QoE), Quality of Service (QoS), Trust, Commitment, Use Intention, Satisfaction, and Recommendation Intention. Data collection was carried out from two hundred seventeen respondents who were successfully collected using online survey methods and offline data processing using SmartPLS software v.3.2.8. The research findings indicate that there is a positive and significant relationship for the relational pattern of the proposed dimensions of intelligent district service builders. This research contributes to the modeling of the relational relationships of the aspects of the building of smart districts, which is still rarely done. This study confirms that local governments and policymakers should pay more attention to the relationship of critical social dimensions in technology adoption that affects the quality of service performance of smart-based mobile districts.
目前,几乎每个国家都在努力用智慧城市的概念来实施城市管理。以前的研究通过探索在智慧城市理念应用中对技术的采用和接受的社会价值,产生了几个模型。然而,以智慧区建设者的维度之间的关系形式来探讨社会价值的研究仍然很少,这与迄今为止常见和流行的智慧城市概念有很大的不同。本研究旨在探讨与评估智慧行动化区或区应用的社会维度关系。使用的模型和方法是对期望确认模型、体验质量(QoE)、服务质量(QoS)、信任、承诺、使用意愿、满意度和推荐意愿理论中的构建维度的探索。数据收集来自217名受访者,他们使用在线调查方法和使用SmartPLS软件v.3.2.8的离线数据处理成功收集。研究结果表明,智慧小区服务建设者各维度的关系格局存在显著正相关关系。本研究有助于对智慧小区建设各方面的关系关系进行建模,这方面的研究目前还很少。本研究证实了地方政府和政策制定者应该更多地关注影响智能移动地区服务绩效质量的技术采用中关键社会维度的关系。
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引用次数: 5
Augmented Reality Development for Supporting Cultural Education Role in SMB II Museum During Covid-19 Pandemic Covid-19大流行期间中小企业博物馆增强现实支持文化教育作用的开发
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288619
Shinta Puspasari, N. Suhandi, Jaya Nur Iman
The Covid-19 pandemic has changed normal life including the learning process. Computer-assisted learning is a method applied when it is not possible to do it face-to-face, one of which is cultural learning at the SMB II Museum. The museum was closed during the Covid-19 pandemic. This study developed the AR application to support the education role of the SMB II museum. Through the AR application, users can view the museum's virtual collection and learn about the culture related to the collection without having to come to the museum. The museum collection is presented virtually reconstructed in the Vuforia, Unity, and Blender 3D development environment that blends real and virtual environments. The testing results show that the AR application has a good performance with the results of the SUS user survey showing a score> 70 and effectively supports the education role of the museum as measured by an improvement knowledge about Palembang culture after using the AR application of the SMB II museum. It is also found that there was different usability on a user with age> 30. Millennial generation having no difficulty in using the AR for their experience in using mobile apps and devices.
新冠肺炎大流行改变了包括学习过程在内的正常生活。计算机辅助学习是在无法面对面学习时应用的一种方法,SMB II博物馆的文化学习就是其中之一。该博物馆在新冠肺炎大流行期间关闭。本研究开发AR应用程式以支援SMB II博物馆的教育角色。通过AR应用程序,用户无需来到博物馆,就可以查看博物馆的虚拟藏品,并了解与藏品相关的文化。博物馆藏品是在Vuforia, Unity和Blender 3D开发环境中虚拟重建的,混合了真实和虚拟环境。测试结果表明,AR应用程序具有良好的性能,SUS用户调查结果显示得分> 70,并且在使用SMB II博物馆的AR应用程序后,对巨港文化的了解有所改善,有效地支持了博物馆的教育作用。研究还发现,年龄大于30岁的用户的可用性存在差异。千禧一代在使用移动应用程序和设备方面没有任何困难。
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引用次数: 4
Comparison of Migration Approaches of ICN/NDN on IP Networks IP网络中ICN/NDN迁移方式的比较
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288618
Feri Fahrianto, N. Kamiyama
Named-based Internet architecture such as the Named Data Networking (NDN) and the Information-Centric Networking (ICN) have been developed rapidly. The current Internet architecture, TCP/IP, will be replaced by ICN/NDN in the next decades. However, it seems unrealistic to replace all the IP routers to ICN/NDN routers at the same time, so the migration process of the ICN/NDN routers over the Internet is unavoidable. Therefore, we should discuss the migration mechanism to realize the name-based Internet architecture. This paper depicts several mechanisms and approaches that have been written and reported in recent years. The advantages and disadvantages of each approach are also deeply discussed and explained. Finally, this paper gives a big picture and recommendation about the efficient way of migrating ICN/NDN routers on the Internet.
以命名数据网络(Named Data Networking, NDN)和以信息为中心的网络(Information-Centric Networking, ICN)为代表的基于命名的互联网架构得到了迅速发展。当前的互联网架构TCP/IP将在未来几十年被ICN/NDN所取代。但是,同时将所有的IP路由器替换为ICN/NDN路由器似乎是不现实的,因此ICN/NDN路由器在Internet上的迁移过程是不可避免的。因此,我们应该讨论迁移机制,以实现基于名称的互联网架构。本文描述了近年来撰写和报道的几种机制和方法。对每种方法的优缺点也进行了深入的讨论和解释。最后,本文对ICN/NDN路由器在Internet上的有效迁移方法进行了概述和建议。
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引用次数: 4
Driving Simulator Software for Evaluation of Safety Driving 用于安全驾驶评价的驾驶模拟器软件
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288569
Mohammad Iqbal, Karmilasari, Kemal Ade Sekarwati, Dian Kemala Putri
The number of traffic accidents in Indonesia always increasing every year. From 2014 to 2018, there was an increase in the number of traffic accidents by 24.2%. In general, drivers with a short driving experience have more risk to have an accident than drivers with more experience in driving. One solution to overcome this problem is to improve the driver's experience. The driving simulator can be used to train a beginner driver. The latest technology of Driving simulators is the most sophisticated application of computer-aided kinematic and dynamic simulations. It can place the driver in an artificial environment believed to be a valid substitute for one or more aspects of the actual driving experience. The use of a simulator that does not require a human instructor also makes it easy for beginner drivers so that beginners can practice anywhere and anytime. The simulator is created with a traffic violation detection system and is intended for private car driving practice with two-mode scenes simulation: mission mode & free mode. We evaluate the system by functional test, operational test, and Device hardware Load test and provide satisfactory results to be able to help drivers improve their driving ability.
印度尼西亚的交通事故数量每年都在增加。2014年至2018年,交通事故数量增长24.2%。一般来说,驾驶经验较短的司机比驾驶经验丰富的司机发生事故的风险更大。解决这个问题的方法之一是提高驾驶员的体验。驾驶模拟器可以用来训练新手驾驶。驾驶模拟器的最新技术是计算机辅助运动学和动力学模拟的最复杂的应用。它可以将驾驶员置于人工环境中,该环境被认为是实际驾驶体验的一个或多个方面的有效替代品。使用不需要人类教练的模拟器也使初学者驾驶变得容易,因此初学者可以随时随地练习。该模拟器是配合交通违章检测系统创建的,用于私家车驾驶练习,具有任务模式和自由模式两种模式场景模拟。我们通过功能测试、操作测试和设备硬件负载测试对系统进行评估,并提供满意的结果,以帮助驾驶员提高驾驶能力。
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引用次数: 0
Analysis of User Reviews for the PeduliLindungi Application on Google Play Using the Support Vector Machine and Naive Bayes Algorithm Based on Particle Swarm Optimization 基于支持向量机和基于粒子群优化的朴素贝叶斯算法的Google Play PeduliLindungi应用用户评论分析
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288655
Ali Mustopa, Hermanto, Anna, Eri Bayu Pratama, Ade Hendini, Deni Risdiansyah
Corona Virus 19 (COVID-19) is a contagious viral infection that has now spread to various countries, one of which is Indonesia. Monitoring of the spread of COVID-19 in Indonesia is handled directly by the Government of Indonesia, especially by the Ministry of Communication and Information (KOMINFO) with the creation of the Protected application found on Google Play. Users provide reviews or comments about the application, of course, users will choose applications that have good reviews. However, monitoring reviews from the general public is not easy, because there are so many of them to process. So that the researcher wants to know the extent of the analysis of user reviews of the PeduliLindungi application based on reviews of user comments by using classification techniques, namely the Support Vector Machine (SVM) Algorithm and Naive Bayes Based on Particle Swarm Optimization (PSO). The test results with the accuracy value and AUC value of each, namely for the PSO-based Naive Bayes algorithm the accuracy value = 69.00%, and AUC value = 0.659, while for the PSO-based SVM algorithm the accuracy value = 93.0% and the AUC value = 0.977. For this reason, the application of Particle Swarm Optimization (PSO) -based Support Vector Machine in this study has higher accuracy so that it can be used to provide solutions to sentiment analysis problems in review comments of users of the PeduliLindungi application.
冠状病毒19 (COVID-19)是一种传染性病毒感染,现已蔓延到多个国家,其中一个国家是印度尼西亚。监测COVID-19在印度尼西亚的传播由印度尼西亚政府直接负责,特别是由通信和信息部(KOMINFO)通过创建b谷歌Play上的受保护应用程序直接负责。用户提供对应用程序的评价或评论,当然,用户会选择评价好的应用程序。然而,监控来自公众的评论并不容易,因为要处理的评论太多了。因此,研究者希望通过使用分类技术,即支持向量机(SVM)算法和基于粒子群优化(PSO)的朴素贝叶斯算法,了解基于用户评论的PeduliLindungi应用的用户评论分析程度。测试结果具有各自的准确率值和AUC值,即基于pso的朴素贝叶斯算法准确率值为69.00%,AUC值为0.659,而基于pso的SVM算法准确率值为93.0%,AUC值为0.977。因此,本研究采用基于粒子群优化(Particle Swarm Optimization, PSO)的支持向量机具有更高的准确率,可以为PeduliLindungi应用用户评论评论中的情感分析问题提供解决方案。
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引用次数: 13
Improving the Quality of AES S-box by Modifications Irreducible Polynomial and Affine Matrix 用不可约多项式和仿射矩阵改进AES S-box的质量
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288567
Alamsyah
$S$-box plays an important role in the process of secure data transmission over the internet. The proposed S-box uses the results of various modifications, i.e., a combination of an irreducible polynomial and an affine matrix. Irreducible polynomial modification is done by taking the 3 best irreducible polynomials based on previous research. Affine matrix modification is done by a Boolean operation XOR for each affine matrix element of the AES S-box. The combination results of these modifications are used to build several quality S-boxes. To determine the best S-box quality, nonlinearity, strict avalanche criterion, bit independence criterion-nonlinearity, and bit independence criterion-strict avalanche criterion testing were used. The test results show that the best quality S-box has scores of 112, 0.5015, 112, and 0.4997 for the nonlinearity, strict avalanche criterion, bit independence criterion-nonlinearity, and bit independence criterion-strict avalanche criterion, respectively. The test results are implemented using a predetermined mathematical formulation to obtain the S-box value. The results of the calculation show that the S-box value in this study is 16.0017. This result indicates that the proposed S-box has better quality than the S-boxes produced in previous studies.
$S$-box在互联网上的安全数据传输过程中起着重要的作用。所提出的S-box使用了各种修改的结果,即不可约多项式和仿射矩阵的组合。在前人研究的基础上,选取3个最优的不可约多项式进行不可约多项式修正。仿射矩阵修改是通过对AES S-box的每个仿射矩阵元素进行布尔运算异或来完成的。结合这些改进的结果,构建了几个质量s盒。为确定最佳s盒质量,采用非线性、严格雪崩判据、钻头无关判据-非线性、钻头无关判据-严格雪崩判据试验。试验结果表明,最优S-box在非线性、严格雪崩判据、钻头无关判据-非线性和钻头无关判据-严格雪崩判据上的得分分别为112、0.5015、112和0.4997。测试结果使用预定的数学公式来实现,以获得s盒值。计算结果表明,本研究的S-box值为16.0017。这一结果表明,所提出的S-box比以往研究的S-box具有更好的质量。
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引用次数: 2
Minimizing Toll Payment Queue using GPS-Based Mobile Applications 使用基于gps的移动应用程序最小化收费队列
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288522
Danang Dismantoro, I. Pratomo, S. Sumpeno
Congestion is a complicated problem that often occurs in big cities. Congestion occurs not only on arterial roads but also on toll roads. The impact of this traffic jam is extraordinary. According to data from the Ministry of National Development Planning of the Republic of Indonesia, in the State capital of Indonesia alone, the value of losses due to congestion every year reaches 65 trillion. In addition, a study found the fact that congestion also increases the risk of heart failure, high blood pressure, and coronary artery disease. Since 2017 the Indonesian Government through the regulation of the Ministry of Public Works has required electronic payment transactions on toll roads. The media used is an electronic toll card. By using this media, the vehicle must really stop at the Automatic Toll Gate to be able to tap the electronic toll card. But the relatively long reading time often actually adds to the traffic jam. This study aims to create a system with a GPS-based mobile application to reduce the toll queue payment at the Automatic Toll Gate through simulations using Vissim software. With Vissim software, an analysis of six simulation scenarios was carried out. The simulation results show that a GPS-based mobile application has succeeded in reducing the toll payment queue. In the ideal scenario of a small vehicle queue, there is an average queue reduction of 56.43%, an average reduction of 68.99% delay, a reduction in fuel use by 22.67% and a reduction of CO2, NOx and PM10 exhaust gases respectively amounted to 46.21%, 64.39% and 63.45%.
交通拥堵是一个复杂的问题,经常发生在大城市。拥堵不仅发生在主干道上,也发生在收费公路上。这次交通堵塞的影响是非同寻常的。根据印度尼西亚共和国国家发展规划部的数据,仅在印度尼西亚的州首府,每年因交通拥堵造成的损失价值就高达65万亿美元。此外,一项研究发现,充血还会增加患心力衰竭、高血压和冠状动脉疾病的风险。自2017年以来,印尼政府通过公共工程部的规定,要求在收费公路上进行电子支付交易。使用的媒介是电子通行卡。通过使用这种媒体,车辆必须真正停在自动收费站才能点击电子收费卡。但相对较长的阅读时间实际上往往会加剧交通堵塞。本研究旨在利用Vissim软件进行模拟,以建立一个基于gps的移动应用系统,以减少自动收费站的收费排队支付。利用Vissim软件,对六种仿真场景进行了分析。仿真结果表明,基于gps的移动应用程序成功地减少了收费队列。在理想的小型车辆排队情况下,平均排队减少56.43%,平均延误减少68.99%,燃料消耗减少22.67%,二氧化碳、氮氧化物和PM10废气排放量分别减少46.21%、64.39%和63.45%。
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引用次数: 0
Decision Support System with Fuzzy Multi-Attribute Decision Making (FMADM) and Simple Additive Weighting (SAW) In Laptop Vendor Selection 基于模糊多属性决策和简单加性加权的笔记本电脑厂商选择决策支持系统
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288587
A. Diana, Achmad Solichin
This study proposes Fuzzy Multi-Attribute Decision Making (FMADM) and Simple Additive Weighting (SAW) methods in developing a decision support system for selecting a laptop vendor. The problem faced is whether the FMADM process with SAW is a right and appropriate method to support selecting the best laptop vendors from existing candidates, and who is the best laptop vendor from the alternatives. So research is needed to help management determine the right method in choosing the best laptop vendor. Another study concluded that the Fuzzy Logic method is very flexible, can create a nonlinear function model which level is very complex. FMADM is one of a method in DSS to find the best alternative from many alternative candidates with certain criteria. While the SAW method is used to find optimal alternatives with specific criteria through a weighted sum of each alternative's performance ratings, the criteria could be found in qualitative or quantitative, and some are still fuzzy. Therefore, the FMADM method with SAW was declared appropriate and right in this research. The result of this study is an application of decision support systems, and who is the best laptop vendor candidate to be chosen by management. From the User Acceptance Test (UAT) results, it can be concluded that the user strongly agrees with the decision support system application and the application of this method.
本研究提出模糊多属性决策(FMADM)和简单加性加权(SAW)方法,以开发笔记本电脑厂商选择决策支持系统。所面临的问题是,使用SAW的FMADM过程是否是一种正确和适当的方法,以支持从现有的候选笔记本电脑供应商中选择最佳的笔记本电脑供应商,以及从备选方案中谁是最佳的笔记本电脑供应商。因此,有必要进行研究,以帮助管理层确定选择最佳笔记本电脑供应商的正确方法。另一项研究表明,模糊逻辑方法非常灵活,可以创建层次非常复杂的非线性函数模型。FMADM是决策支持系统中从众多备选方案中找出具有一定标准的最佳备选方案的方法之一。虽然SAW方法是通过对每个备选方案的性能评级进行加权和来寻找具有特定标准的最优方案,但这些标准可能是定性的或定量的,有些标准仍然是模糊的。因此,在本研究中,基于SAW的FMADM方法是合适的。本研究的结果是一个决策支持系统的应用,谁是最好的笔记本电脑供应商候选人,由管理层选择。从用户验收测试(UAT)的结果可以得出结论,用户强烈同意决策支持系统的应用和该方法的应用。
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引用次数: 4
Survey of Data Mining Techniques for Intrusion Detection Systems 入侵检测系统数据挖掘技术综述
Pub Date : 2020-11-03 DOI: 10.1109/ICIC50835.2020.9288621
Aditya Nur Cahyo, E. Winarko, Aina Musdholifah
Nowadays, the number of cyber-attacks is increasing; therefore, it is important for companies or organizations to secure their networks. Intrusion Detection System (IDS) is one of the core components used to secure networks. IDS's role is to detect an attack or attempted attack. The security tools are growing rapidly, along with the increasing number and variety of attacks carried out. The same with the development of IDS, a lot of research has been done to improve the ability of IDS to detect an attack. Many studies have used data mining techniques on IDS. This paper aims to conduct a comprehensive survey on the use of data mining techniques on IDS in the last five years. In this survey, we category the techniques used into several categories, and discuss each category in detail.
如今,网络攻击的数量正在增加;因此,对于公司或组织来说,保护他们的网络是非常重要的。入侵检测系统(IDS)是保障网络安全的核心部件之一。IDS的作用是检测攻击或企图攻击。随着攻击的数量和种类的增加,安全工具也在迅速发展。随着入侵检测系统的发展,人们也做了大量的研究来提高入侵检测系统检测攻击的能力。许多研究在IDS上使用了数据挖掘技术。本文旨在对近五年来数据挖掘技术在IDS中的应用进行全面调查。在本调查中,我们将所使用的技术分为几类,并详细讨论每一类。
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引用次数: 2
期刊
2020 Fifth International Conference on Informatics and Computing (ICIC)
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