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2019 International Conference on ICT for Smart Society (ICISS)最新文献

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Development of a Web-based Microlecture Mobile Learning System 基于网络的微讲座移动学习系统的开发
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969792
Y. Rosmansyah, Dede Hamdani, Akhmad Bakhrun
The presence of multimedia and distance education is expected to have a great impact on the improvement of students’ knowledge. Microlecture mobile learning (mm-learning) is a multimedia learning technique that can be accessed via mobile devices such as laptops, smartphones, and tablet computers. Developing mm-learning system that can be accessed anywhere and anytime is aimed to increase the knowledge, add new insights, and provide a different learning experience to the students without being limited by time and place. Mm-learning development design is based on the concepts of microlecture and mobile learning. Dick & Carey instructional design model with ADDIE stages (Analysis, Design, Development, Implementation and Evaluation) is adopted in development a system prototype. The prototype is then evaluated in an computing polytechnic by way of questionnaires and exam scores. The overall students’ perception scores from using the prototype is 4.28, whereas that from the traditional learning is 3.29 (out of 5). Further, the overall results of students’ test scores significantly differ with a value of sig. equals 0,000.
多媒体和远程教育的出现有望对学生知识的提高产生很大的影响。微讲座移动学习(mm-learning)是一种可以通过笔记本电脑、智能手机、平板电脑等移动设备访问的多媒体学习技术。开发可以随时随地访问的mm-learning系统旨在增加知识,增加新的见解,并为学生提供不受时间和地点限制的不同学习体验。Mm-learning的开发设计基于微讲座和移动学习的概念。采用Dick & Carey教学设计模型,分为ADDIE (Analysis, design, Development, Implementation and Evaluation)四个阶段进行系统原型的开发。然后在计算机技术学院通过问卷调查和考试成绩对原型进行评估。学生使用原型的整体感知得分为4.28分,而使用传统学习的整体感知得分为3.29分(满分5分)。此外,学生测试成绩的整体结果差异显著,sig. = 0000。
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引用次数: 0
Blockchain and smart-contract for scalable access control in Internet of Things 区块链和智能合约用于物联网中可扩展的访问控制
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969807
Dwiyan Rezkia Putra, Bayu Anggorojati, Ardhi Putra Pratama Hartono
Managing security access control has been becoming one of the open issues in Internet of Things (IoT) since the idea of IoT was introduced. The reasons being that the IoT system is built upon large numbers of constrained devices, with limited power, computing resources, and memory. Therefore, the access management needs to be highly distributed in order to ensure the scalability when many IoT nodes are connected in the system, and the cryptographic operation and other algorithms performed along with the access control mechanism have to be lightweight to fit the constrained device characteristics of IoT. The existing access controls proposed for IoT, such as Role-based Access Control (RBAC), Attribute-based Access Control (ABAC) and Capability-based Access Control (CapBAC) are not truly distributed. As for the resource limitation in the IoT devices, recent developments of more powerful microprocessors or System on Chip (SoC) allow advanced cryptographic implementation on the chip itself, e.g. public key cryptography, with the cost of performance degradation. Recently, blockchain technology which is based on distributed ledger system, gains a lot of attention from the industries and researchers. Coupled with the smart contract and various distributed consensus mechanisms, blockchain can be a good solution for providing distributed access control in IoT. This paper proposed an architecture and mechanism of blockchain and smart-contract based access control for IoT. A proof-of-concept is implemented to validate the proposed idea and its performance is evaluated to gain some preliminary sights for further developments.
自物联网(IoT)概念提出以来,安全访问控制管理一直是物联网(IoT)领域的开放性问题之一。原因是物联网系统建立在大量受约束的设备上,具有有限的功率,计算资源和内存。因此,访问管理需要高度分布式,以保证系统中连接多个物联网节点时的可扩展性,并且与访问控制机制一起执行的加密操作和其他算法必须轻量级,以适应物联网受限设备的特点。目前针对物联网提出的基于角色的访问控制(RBAC)、基于属性的访问控制(ABAC)和基于能力的访问控制(CapBAC)等访问控制并不是真正意义上的分布式。至于物联网设备的资源限制,最近更强大的微处理器或片上系统(SoC)的发展允许在芯片本身上实现高级加密,例如公钥加密,但代价是性能下降。近年来,以分布式账本系统为基础的区块链技术受到了业界和研究人员的广泛关注。结合智能合约和各种分布式共识机制,区块链可以成为物联网中提供分布式访问控制的良好解决方案。提出了一种基于区块链和智能合约的物联网访问控制体系结构和机制。实施概念验证以验证所提出的想法,并评估其性能以获得进一步发展的一些初步观点。
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引用次数: 14
API Integration of National Complaint Handling System in Indonesia: A State of The Art Review 印尼国家投诉处理系统的API整合:最新评论
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969837
A. E. Abbas
In the new global economy, public service has become a central matter for achieving sustainability. The way in which public service provider handling either feedbacks or complains become a major key success factor to consider the successfulness of its service. The Government of Indonesia has established SP4N-LAPOR! (National Complaint Handling System) since 2013 to become the first national centralized complaint-handling channel. One major issue in centralized national complaint handling system is Unintegrated System; Duplication with existing local institution application or system. The specific objective of this study was to identify the state of the art of API Integration of SP4N-LAPOR!The researcher has utilized historical analysis to extract the pattern from API Integration. The project used a convenience sample of three months API integration consist of the total complaints generated from parent vs client apps. The findings reported here shed new light on pattern identified as such: 1) Twitter API, 2) Parent domination, 3) Client domination, 4) Balanced proportion and 5) Embed HTML. One of the more significant findings to emerge from this study is that the definition of integration stage: a) partial integration 1, b) partial integration 2, and c) full integration.
在新的全球经济中,公共服务已成为实现可持续性的核心问题。公共服务提供者处理反馈或投诉的方式成为衡量其服务是否成功的一个主要关键因素。印尼政府已成立SP4N-LAPOR!(全国投诉处理系统)自2013年起成为全国首个集中投诉处理渠道。国家集中信访制度存在的一个主要问题是体制不统一;与现有的本地院校申请或系统重复。本研究的具体目的是确定SP4N-LAPOR的API集成技术的现状!研究人员利用历史分析从API集成中提取模式。该项目使用了一个3个月API集成的方便样本,该样本包含了来自家长和客户端应用程序的总投诉。这里报告的发现揭示了如下模式:1)Twitter API, 2)家长主导,3)客户主导,4)平衡比例,5)嵌入HTML。本研究更重要的发现之一是整合阶段的定义:a)部分整合1,b)部分整合2,c)完全整合。
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引用次数: 0
An Augmented Method of Selecting Fashion Talent by Adding Social Media Characteristic 加入社交媒体特征的时尚人才选拔增强方法
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969834
Dwita Adilah, A. Alamsyah
Fashion model plays an important role in presenting designer’s work by showing how the cut of fabric interplayed with the body. In selecting the fashion models, the agency considers physical characteristics that express the aesthetic. Another subjective advantage of fashion model is the appearance on professional network. However, the emerging of social media culture has revolutionized fashion industry in producing and consuming fashion. In term of fashion modelling, social media open the opportunities for talent to "breaking in" and "getting discovered". Prior research has dealt with predicting success based on social media presence. Thus, in this paper we construct additional social media activity to predict a fashion model success. We examine prediction using classification task by utilizing Random Forest and Support Vector Machine. Our research finds that social media activity improves the accuracy by 4.55% increasing up to 84.55% performed by Random Forest.
时装模特在展示设计师的作品中扮演着重要的角色,通过展示面料的剪裁如何与身体相互作用。在挑选时装模特时,该机构会考虑能表达审美的身体特征。时尚模特的另一个主观优势是在专业网络上的形象。然而,社交媒体文化的兴起使时尚产业在生产和消费时尚方面发生了革命性的变化。就时尚模特而言,社交媒体为人才“闯入”和“被发现”提供了机会。之前的研究是根据社交媒体的存在来预测成功的。因此,在本文中,我们构建了额外的社交媒体活动来预测时装模特的成功。我们利用随机森林和支持向量机来检验分类任务的预测。我们的研究发现,社交媒体活动将准确率提高了4.55%,而随机森林的准确率提高到了84.55%。
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引用次数: 2
WELTY System Design Based on Service Oriented Architecture for Smart HealthCare 基于面向服务架构的智能医疗WELTY系统设计
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969829
L. Gunawan, Nayaka Suranadi Tama, R. Nurjannah, Ulfah Fauziyah, A. Fajar, Nunung Nurul Qomariyah
Health is a basic need for humans to live. Personal health is obtained by maintaining regular diet and exercise. However, because of the lack of public knowledge about balanced food intake and calorie requirements for daily activities, it is difficult for the community to determine the amount of calories consumed and burned. The author proposes the concept of a system that integrates Service Oriented Architecture (SOA)-based gym and logistics to solve this problem. This research methodology uses a systematic literature review. The results of this study are the big picture of service-based architecture which consists of nine layers, namely profile, order, catalog, payment, shipping, chat, diary, promotion and gym inventory.
健康是人类生存的基本需求。个人健康是通过保持规律的饮食和锻炼来获得的。然而,由于公众缺乏关于均衡食物摄入和日常活动所需热量的知识,社区很难确定消耗和燃烧的卡路里量。为了解决这一问题,笔者提出了基于SOA (Service Oriented Architecture,面向服务的体系结构)的健身与物流集成系统的概念。本研究方法采用系统文献综述法。本研究的结果是基于服务的架构的大图,该架构由九层组成,即个人资料、订单、目录、支付、运输、聊天、日记、促销和健身房库存。
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引用次数: 1
Reducing Blokchain Size Using Complementary Block 利用互补块减少区块链大小
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969790
D. E. Saputra, S. Sutikno, S. Supangkat
The size, especially the growth rate, of blockchain has been a major problem since its introduction in 2008. A common blockchain scheme will have exponential growth rate that affect the scalability of blockchain. To overcome this problem, complementary block is proposed. The blockchain is split into multiple chain where each block in a chain is a complementary of a block in another chain. The result shows that complementary block have smaller growth rate compared to original blockchain scheme. Despite its small data duplication, the complementary block still retains the same integrity level as the original blockchain.
区块链的规模,特别是增长率,自2008年推出以来一直是一个主要问题。一个普通的区块链方案将会有指数级的增长率,从而影响区块链的可扩展性。为了克服这一问题,提出了互补块。区块链被分割成多个链,其中一个链中的每个区块都是另一个链中区块的互补。结果表明,与原始区块链方案相比,互补区块具有更小的增长率。尽管它的数据重复很小,但互补块仍然保持与原始区块链相同的完整性级别。
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引用次数: 0
Fuzzy-DSM for Evaluating Waste’s Hazardousness 垃圾危险性评价的模糊dsm方法
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969836
D. N. Utama, Rekha Ariyadi, Iqbal Hadi, Muhamad Rizaldi Seputra, Yanto Setiawan
Waste, without good management for treating, is able to influence environment and human health negatively. This condition needs extraordinary effort to handle. The study was performed to construct a decision support model (DSM) for evaluating waste’s hazardous level. Via combined methods fuzzy-logic and analytic hierarchical process (AHP), a DSM finally was able to be developed. Two main criteria and six sub-criteria are considered to become fundamental part of the model. The model was experimented thru four types of waste; and conclusively, industrial waste water has been the most unsafe waste for both health and environment.
废物如果没有良好的处理管理,就会对环境和人类健康产生负面影响。这种情况需要特别的努力来处理。本研究旨在建立废弃物危害程度评价的决策支持模型(DSM)。通过模糊逻辑和层次分析法(AHP)相结合的方法,最终建立了需求侧管理模型。两个主要标准和六个子标准被认为是模型的基本组成部分。该模型通过四种类型的废物进行了实验;最后,工业废水对健康和环境都是最不安全的废物。
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引用次数: 0
Smart Classroom Services System Design Based on Services Computing System 基于服务计算系统的智能课堂服务系统设计
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969809
Atika Rahmawati Yuliantoputri, Wardani Muhamad, S. Suhardi
Smart Classroom is defined as a concept that supposed to accommodate synchronous and asynchronous learning using technology that integrates traditional and distance learning to cover its learning services by using artificial intelligence-based technology. The smart classroom also utilizes the connection of smart devices as a support so that teachers and students can approach various learning styles, participate interactively and share content. While the current smart classroom system mostly provide classroom environment, the proposed design of the smart classroom in this research will be consisted of designing a smart classroom system that covers distance learning activities under Smart Learning System (SLS) and in-class learning activities in Smart Teaching Environment (STE).SLS facilitates distance learning by enabling interactive teaching, customized learning, learning analysis, and ease of document access. STE is a class environment that utilizes a variety of smart devices to support in-class learning activities. By using Service Computing System Engineering Framework, SLS and STE will be integrated to fulfill the need for learning activities alignment in our education system by creating service innovation of smart attendance. While in-class students’ attendance will be recorded by existing attendance recording methods, distance learning students’ attendance will be recorded by applying smart attendance in SLS utilizing artificial intelligence to trigger randomized pop-up quizzes for attendance evidence. The result of the randomized quiz submissions will be validated for attendance student report based on defined parameters of class attendance. This proposed design of the smart classroom will be evaluated by calculating the cohesion and coupling degrees as evaluation principles for service-oriented software design. In conclusion, the proposed smart classroom has a main vision to ease the implementation of learning activities within in-class and distance learning by integrating STE and SLS to provide a valid attendance record for student and education system regulation.
智能课堂被定义为一个概念,它应该使用集成传统和远程学习的技术来适应同步和异步学习,通过使用基于人工智能的技术来覆盖其学习服务。智能课堂还利用智能设备的连接作为支持,使教师和学生可以接触各种学习方式,互动参与和共享内容。目前的智能课堂系统主要提供课堂环境,本研究提出的智能课堂设计将包括设计一个涵盖智能学习系统(SLS)下的远程学习活动和智能教学环境(STE)下的课堂学习活动的智能课堂系统。SLS通过支持交互式教学、定制学习、学习分析和易于文档访问来促进远程学习。STE是一种利用各种智能设备来支持课堂学习活动的课堂环境。通过使用服务计算系统工程框架,SLS和STE将集成在一起,通过创建智能出勤的服务创新来满足我们教育系统中学习活动对齐的需求。课堂上的学生出勤将通过现有的出勤记录方法进行记录,而远程学习的学生出勤将通过在SLS中应用智能出勤来记录,利用人工智能触发随机弹出式测验来获取出勤证据。随机测验提交的结果将根据班级出勤的定义参数验证出勤学生报告。通过计算内聚度和耦合度作为面向服务的软件设计的评价原则,对本文提出的智能教室设计进行评价。总之,所提出的智能教室的主要愿景是通过整合STE和SLS,为学生和教育系统监管提供有效的出勤记录,从而简化课堂和远程学习中学习活动的实施。
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引用次数: 9
Building Corpora of Spoken Filipino Words Using Speech Segmentation with Automatic Labeling 基于自动标注语音分词的菲律宾语口语语料库构建
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969813
Felizardo C. Reyes, Arnel C. Fajardo
There are hardly any open access speech corpora in Filipino that are structured and can be used to train speech recognition systems that utilize deep learning models. The existing data sets of audios in Filipino language are in forms that require pre-processing and cleansing. This paper proposed a method that would allow building up of Filipino words corpora which can be used as data set for deep learning speech recognition systems. The method utilized speech segmentation technique to extract words from a sound file composed of sentences, words, and syllables. Three trials with variances on the length of silence were conducted to increase accuracy of segmentation and create a more robust Filipino words corpus. Using several Python tools combined with Google Cloud Speech Recognition Application Program Interface, automatic speech segmentation with automatic labeling for Filipino language was achieved with 95% accuracy.
菲律宾语中几乎没有任何开放访问的语音语料库,这些语料库是结构化的,可以用来训练利用深度学习模型的语音识别系统。现有的菲律宾语音频数据集的形式需要预处理和清理。本文提出了一种建立菲律宾语语料库的方法,该语料库可作为深度学习语音识别系统的数据集。该方法利用语音分割技术从由句子、单词和音节组成的声音文件中提取单词。为了提高分词的准确性和建立一个更健壮的菲律宾语语料库,我们进行了三个不同沉默长度的实验。使用多个Python工具结合Google Cloud语音识别应用程序接口,实现了菲律宾语自动语音分割和自动标注,准确率达到95%。
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引用次数: 1
Designing a Smart Mobile Application to Detect Fraud Theft of E-Banking Access Based on SOA In Indonesia 基于SOA的印尼电子银行接入欺诈盗窃检测智能移动应用设计
Pub Date : 2019-11-01 DOI: 10.1109/ICISS48059.2019.8969848
Lazuardi Ridho Maulana, A. Fajar, Meyliana
Fraud detection applications become an important part for companies, banks are one of the companies that have confidential data assets that need to be protected because they contain financial information. In the digital era, the use of mobile banking is a utility function for the need to perform daily financial activities such as bill payment and fund transfer. Addressing potential fraud in mobile banking services is a challenge for banks to make IT security systems remain confident, integrity, and available. Potential attacks on IT security will occur from the internal side of the organization as well as from external parties. In maintaining the level of security and convenience of customers in using e-banking services, banks try to make a tool to be able to prevent the occurrence of a large risk of loss in future. The most potential that will become an attack is social engineering and data theft by internal employees, in this research the focus is to discuss the two potential attacks on accounts that have long been dormant and deal with them with an application with the SOA approach.
欺诈检测应用成为公司的重要组成部分,银行是拥有机密数据资产的公司之一,因为它们包含财务信息,需要受到保护。在数字时代,手机银行的使用是一种实用功能,用于需要进行账单支付和资金转账等日常金融活动。解决移动银行服务中潜在的欺诈问题是银行要使IT安全系统保持信心、完整性和可用性的挑战。对IT安全的潜在攻击既可能来自组织内部,也可能来自外部。在保持客户使用电子银行服务的安全性和便利性的同时,银行试图制作一种工具,以防止将来发生巨大的损失风险。最有可能成为攻击的是社会工程和内部员工的数据窃取,在本研究中,重点是讨论对长期处于休眠状态的帐户的两种潜在攻击,并使用SOA方法通过应用程序处理它们。
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引用次数: 0
期刊
2019 International Conference on ICT for Smart Society (ICISS)
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