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2018 6th International Conference on Information and Communication Technology (ICoICT)最新文献

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An Android Application for Predicting Traffic Congestion Using Polling Method 基于轮询方法预测交通拥堵的Android应用程序
Nuzulul Aulia Perdana Putra, K. Lhaksmana, Bambang Ari Wahyudi
Traffic congestion is often a problem in major cities causing economic and social harm, air and sound pollution, as well as delays in daily activities. Existing traffic assistant applications usually provide traffic prediction based on real-time traffic condition and typical traffic record during weekdays. Such a traffic prediction is not applicable to predict traffic for special moments, e.g. long weekends and national holidays, on which the number of vehicle is very much different compared to that on weekdays. To tackle this issue, this paper proposes a method for traffic prediction by combining poll, traffic records, and linear regression. The proposed method is evaluated by conducting a poll to traffic users on one of the roads nearby Telkom University, collecting the traffic record, estimating the future traffic condition using linear regression, and then comparing the predicted traffic condition with that of the actual traffic condition. The level of congestion is measured as the road's level of service. The experiment result shows that the proposed method successfully predicts the traffic condition within the same class of level of service with the actual traffic condition. This confirms that the method is applicable for predicting traffic condition. In this research, the proposed method is also implemented in an android-based mobile application.
交通拥堵往往是大城市的一个问题,造成经济和社会危害,空气和声音污染,以及日常活动的延误。现有的交通辅助应用通常基于工作日的实时交通状况和典型交通记录提供交通预测。这种交通预测不适用于特殊时刻的交通预测,例如长周末和法定节假日,因为这些时间段的车辆数量与工作日有很大的差异。为了解决这一问题,本文提出了一种将轮询、交通记录和线性回归相结合的交通预测方法。通过在电信大学附近的一条道路上对交通用户进行民意调查,收集交通记录,使用线性回归估计未来交通状况,然后将预测的交通状况与实际交通状况进行比较,对所提出的方法进行评估。拥堵程度是用道路的服务水平来衡量的。实验结果表明,该方法能较好地预测与实际交通状况在同一服务等级内的交通状况。验证了该方法对交通状况预测的适用性。在本研究中,提出的方法也在一个基于android的移动应用程序中实现。
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引用次数: 1
Digital Contract Using Block Chaining and Elliptic Curve Based Digital Signature 基于区块链和椭圆曲线的数字签名的数字合约
Sony Adan Kalamsyah, A. Barmawi, Muhammad Arzaki
Recently, a contract agreement or contract document was used as a legal requirement of the business deal. For securing the contract, authentication and encryption is necessary. In conventional contract, the contract owner (the sender) is authenticated by the client (the receiver). The authentication is conducted by verifying the owner's signature using human vision. It is shown that the conventional contract has drawback when it was used to conduct long distance business. Since conventional agreement is using only digital signatures, the sender of the contract documents can be authenticated but there is still problem because both parties cannot perform mutual authentication and it cannot resolve legal dispute. Therefore, a witness was required, to overcome the problems when legal dispute was occurred. For implementing the witness, block chaining is proposed. There are several works that have been proposed for realizing authentication, and one of them is using RSA proposed by Raji et al. Since RSA needs large complexity, then in this research, ECC and ECDSA is proposed. ECC and ECDSA is proposed because it has less complexity than RSA. Based on the experiment result, it is shown that legal dispute can be resolved and the security level of the proposed method is greater than RSA. Meanwhile, the complexity of ECDSA is less than digital signature based on RSA.
最近,合同协议或合同文件被用作商业交易的法律要求。为了保证合约的安全,身份验证和加密是必要的。在传统合同中,合同所有者(发送方)由客户端(接收方)进行身份验证。身份验证是通过人类视觉验证所有者的签名来进行的。研究表明,传统合同在进行长途业务时存在一定的缺陷。由于传统协议只使用数字签名,因此可以对合同文件的发送方进行认证,但由于双方无法进行相互认证,无法解决法律纠纷,因此仍然存在问题。因此,在发生法律纠纷时,需要证人来解决问题。为了实现证人,提出了区块链技术。目前已经提出了几种实现身份验证的工作,其中一种是使用Raji等人提出的RSA。由于RSA需要较大的复杂度,因此本研究提出了ECC和ECDSA。由于ECC和ECDSA比RSA具有更低的复杂度,因此被提出。实验结果表明,该方法可以解决法律纠纷,安全等级高于RSA。同时,ECDSA的复杂度比基于RSA的数字签名要低。
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引用次数: 4
Android Application for Controlling Air Conditioner Using Fuzzy Logic 基于模糊逻辑控制空调的Android应用
Andhika Cahya Pratama, R. Sarno
There are many kind of electronic appliances around us such as microwave, lamp, television, and air conditioner around us. Sometimes many people are confuse and do not know how to manage those electronic appliances. It is hard to manage whenever they aren't at home or go to another places. By using electronic appliance in our daily life, it always need our electrical resources and some electronic devices consume more electrical energy such as Air Conditioner, Microwave and also a computer. Those devices are makes our electricity bill can be increased and makes some people surprised when they looked on their bill, they don't know how to reduce the power consumption all those electronic parts since they don't understand how to maintain those parts some people often forgot to turn off the electronic devices when they leave for working, school and any other activities, so this is make that electronic devices would be turn on all day long then makes our electricity resources provide more energy for those electronic devices so automatically your electronic bill will be increase as long as it used. In this paper, we provide some method and tools to maintain those electrical component can be controlled and measureable, by using IoT devices like adruino and artificial intelligence such as Fuzzy Logic. Based on research, Fuzzy logic can save around 40% energy saving.
我们周围有许多电子电器,如微波炉、灯、电视和空调。有时很多人都很困惑,不知道如何管理这些电子设备。每当他们不在家或去别的地方时,就很难管理。通过在我们的日常生活中使用电子设备,它总是需要我们的电力资源,一些电子设备消耗更多的电能,如空调,微波炉和电脑。这些设备使我们的电费增加,让一些人惊讶,当他们看到他们的账单,他们不知道如何减少电力消耗所有这些电子部件,因为他们不知道如何维护这些部件,一些人经常忘记关闭电子设备,当他们离开去工作,学校和任何其他活动,所以这就使得电子设备整天都是开着的,这样我们的电力资源就会为这些电子设备提供更多的能量,所以只要你使用它,你的电子账单就会自动增加。在本文中,我们提供了一些方法和工具,通过使用物联网设备(如adruino)和人工智能(如模糊逻辑)来保持这些电气元件的可控制和可测量。经研究,模糊逻辑可节能40%左右。
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引用次数: 4
High Performance Streaming Based on H264 and Real Time Messaging Protocol (RTMP) 基于H264和RTMP的高性能流媒体
Anif Nurrohman, M. Abdurohman
This paper proposes a framework of video communication in smartphone with android-based operating system technology. The technology that used for encoding and decoding is compression standard H264 with data transmission protocol of Real Time Messaging Protocol (RTMP) and media server Red5. This framework is proposed as improvement of the used H263-based system with Real Time Streaming Protocol (RTSP). The case study was made in live video streaming mode in android-based smartphone device. The result shows that the proposed system has better quality for live video streaming service, producing delay that is ranged between 137.48ms to 146.02ms, jitter is ranged between 22.917 to 27.695ms and packet loss is ranged between 0 to 0.4%. The performance of the proposed framework has met the standard of live video streaming that was defined by ITU-T. The ITU-T standard of delay in real time category for one-way communication which is less than 10s. The standard value of jitter is less than 30ms and packet loss less than 5%.
本文提出了一种基于android操作系统技术的智能手机视频通信框架。编解码采用的技术是压缩标准H264,数据传输协议为RTMP (Real Time Messaging protocol),媒体服务器为Red5。该框架是对现有基于h263的实时流协议(RTSP)系统的改进。案例研究是在基于android的智能手机设备上以实时视频流模式进行的。结果表明,该系统具有较好的视频流直播服务质量,延迟在137.48ms ~ 146.02ms之间,抖动在22.917 ms ~ 27.695ms之间,丢包在0 ~ 0.4%之间。拟议框架的性能已达到ITU-T定义的实时视频流标准。ITU-T单向通信实时类延迟小于10s的标准。抖动标准值小于30ms,丢包小于5%。
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引用次数: 19
Analyzing Factors Influencing Continuance Intention of E-Payment Adoption Using Modified UTAUT 2 Model 基于修正UTAUT - 2模型的电子支付延续意愿影响因素分析
Indrawati, Dianty Anggraini Putri
Online business of Indonesia continuous to grow rapidly. This rapid growth encourages developments for electronic payment systems. Moreover, Bank Indonesia is running a program to increase the awareness of society to become cash-less. One of the e-payment that emerging in Indonesia is Go-Pay, a Go-Jek payment system. Go-Pay successfully becomes one of the fifth largest e-money in Indonesia less than a year of its operation. Therefore, Bank Indonesia awarded Go-Jek as the most active company that increase society's awareness in conducting non-cash transactions in 2017. The successful of Go-Pay creates opportunities to upgrade the positions of Go-Pay service by knowing factors that influence its customers in continuing using Go-Pay services. This study intended to analyze factors influencing continuance intention of Go-Pay adoption in Indonesia by using a Modified Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) Model with Trust as a new variable. The data were gathered from 507 valid respondents in Indonesia chosen by purposive sampling technique. The result revealed that the factors influence continuance intention adoption of Go-Pay from the highest to the lowest respectively are Habit, Trust, Social Influence, Price Saving Orientation, Hedonic Motivation, and Performance Expectancy. The model can predict strongly the continuance intention of consumers towards Go-Pay services in Indonesia since the R2 is 72.8%. This model can be used by Go-Pay management in making decisions to maintain the continuance intention of consumers towards Go-Pay adoption by paying attention to those factors and their indicators.
印尼的在线业务持续快速增长。这种快速增长鼓励了电子支付系统的发展。此外,印尼银行正在开展一个项目,以提高社会对无现金的认识。印度尼西亚新兴的电子支付之一是Go-Pay,一种Go-Jek支付系统。Go-Pay在运营不到一年的时间里成功成为印尼第五大电子货币之一。因此,印尼银行将Go-Jek评为2017年提高社会非现金交易意识最活跃的公司。通过了解影响客户继续使用Go-Pay服务的因素,Go-Pay的成功创造了提升Go-Pay服务地位的机会。本研究拟以信任为新变量,采用改进的UTAUT2 (Unified Theory of Acceptance and Use of Technology)模型,分析印度尼西亚Go-Pay采用的延续意愿的影响因素。采用有目的抽样方法,从印度尼西亚的507名有效受访者中收集数据。结果显示,影响员工继续支付意愿采用的因素从高到低依次为习惯、信任、社会影响、价格节约导向、享乐动机和绩效期望。该模型可以很好地预测印度尼西亚消费者对Go-Pay服务的继续意愿,R2为72.8%。该模型可用于Go-Pay管理决策,通过关注这些因素及其指标来维持消费者对Go-Pay采用的持续意愿。
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引用次数: 46
Person Locator Using GPS Module and GSM Shield Applied for Children Protection 使用GPS模块和GSM屏蔽的儿童定位器
F. Fahmi, B. Siregar, Svlvi Evelvn, Dani Gunawan, U. Andayani
Children safety is very important for parents. Currently, more and more crimes occur against children, one that often happened is kidnapping. From year to year, the number of child abductions continues to increase. Parents should be aware of the safety and their children. In this study, we proposed a system to monitor the presence of children to anticipate the occurrence of crime against children. A person locator system that using GPS Module, GSM Shield, and Arduino can provide a solution for monitoring children. The test results showed that GPS Module, GSM Shield, and Arduino were able to work stable to detect the location of children and able to monitor the movement of children by limiting certain areas as the boundary of the allowed movement of children.
孩子的安全对父母来说非常重要。目前,针对儿童的犯罪越来越多,其中最常见的就是绑架。年复一年,绑架儿童的数量继续增加。父母应该意识到自己和孩子的安全。在这项研究中,我们提出了一个系统来监测儿童的存在,以预测针对儿童的犯罪的发生。使用GPS模块、GSM Shield和Arduino的人定位系统可以为儿童的监控提供一个解决方案。测试结果表明,GPS Module、GSM Shield和Arduino能够稳定地检测儿童的位置,并通过限制特定区域作为儿童允许活动的边界来监控儿童的活动。
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引用次数: 9
Context-Aware Ontological Hybrid Recommender System For IPTV 面向IPTV的上下文感知本体混合推荐系统
Mohammad Wahiduzzaman Khan, Gaik-Yee Chain, Fang-Fang Chua, S. Haw, Muhsin Hassan, F. A. Saaid
With the huge growing amount of information continuously produced, shared and available online, finding relevant and beneficial contents or services at a single or few clicks have become almost impossible. Most of the time, we will be returned with thousands of irrelevant web links. As such, a recommender system which recommends contents or services that likely meet the user's needs is crucial, especially in the IPTV domain when the choices for program selection has no time and physical boundary restriction. The two major recommendation techniques are content based and collaborative filtering. Nevertheless, such techniques still suffer from several problems such as cold start, data sparsity and over specialization. Our proposed system namely COHRS is a context-aware recommender system based on ontological profiling under the IPTV domain. Ontological approach improves user profiling process and thus improving the accuracy of a recommendation system. Experimental evaluations indicate that COHRS is able to overcome the drawbacks such as over specialization, data sparsity and inefficiency issue of most traditional recommender systems.
随着网上不断产生、共享和可用的信息的巨大增长,通过一次或几次点击找到相关和有益的内容或服务几乎是不可能的。大多数时候,我们会得到成千上万个不相关的网页链接。因此,一个能够推荐可能满足用户需求的内容或服务的推荐系统是至关重要的,特别是在IPTV领域,节目选择的选择没有时间和物理边界的限制。两种主要的推荐技术是基于内容的和协同过滤的。然而,这些技术仍然存在冷启动、数据稀疏和过度专门化等问题。我们提出的系统即COHRS是一个基于IPTV域本体分析的上下文感知推荐系统。本体论方法改进了用户分析过程,从而提高了推荐系统的准确性。实验评价表明,COHRS能够克服大多数传统推荐系统存在的过度专门化、数据稀疏和效率低下等缺点。
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引用次数: 2
A Lightweight Semantic-Based Medical Document Retrieval 轻量级的基于语义的医学文档检索
Dhomas Hatta Fudholi, Lalu Mutawalli
Medical information is valuable for a health care professional to empower diagnosis and clinical decision process. In addition, it can also support communities with health knowledge to support healthy living. Ontology-based information retrieval supports the retrieval of such information with the semantically better result. In this paper, we propose a framework of lightweight semantic-based medical document retrieval in Bahasa Indonesia. The medical information is focused on diagnosis, etiology, epidemiology, clinical manifestation, and guidelines. The framework firstly annotates queries' by using the ontology, analyse the information networks within the ontology and extracts the context of the queries. When a query falls within one context of disease information, a modified search query will be then generated and passed to an existing keyword-based search result. The framework is evaluated using a case study in infectious tropical disease domain. The evaluation results show that the framework could perform well with precision equals or more than 0.9 to find the relevant medical document through the semantic networks and the enhancement process.
医疗信息对于医疗保健专业人员的诊断和临床决策过程是有价值的。此外,它还可以支持拥有卫生知识的社区支持健康生活。基于本体的信息检索支持这类信息的检索,并且具有更好的语义结果。在本文中,我们提出了一个轻量级的基于语义的印尼语医学文档检索框架。医学信息集中于诊断、病因、流行病学、临床表现和指南。该框架首先利用本体对查询进行标注,分析本体内的信息网络,提取查询的上下文。当查询属于疾病信息的一个上下文时,将生成修改后的搜索查询,并将其传递给现有的基于关键字的搜索结果。使用传染性热带病领域的案例研究对该框架进行了评估。评估结果表明,通过语义网络和增强过程,该框架能够很好地找到相关的医学文献,精度等于或大于0.9。
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引用次数: 2
Hardening the Virtual Password Authentication Scheme 虚拟密码认证方案加固
Mohammad Zakie Faiz Rahiemy, Parman Sukarno, E. Jadied
Although Internet has become one of most important parts and mostly needed by societies, that does not mean Internet is a safe place to share sensitive data. One of many unsolved Internet attacks is key-logger which is used to steal victim's data such as passwords. Researchers have done a lot of research to overcome these attacks. However, the authentication system still lacks password complexities which can be compromised with short cracking time and limited generated passwords. Therefore, we proposed a virtual password method that has the following rules: i) has minimum and maximum limit of password and ii) the generated passwords are not limited only to letters, but also numbers and symbols. With those rules, by using Kaspersky Lab secure password measurement, the cracking time can be significantly increased to 9 centuries on the conficker botnet with 10 million cores of processors. Moreover, by using Password Meter the proposed method gets score of 171.
虽然互联网已经成为社会最重要的组成部分之一,但这并不意味着互联网是共享敏感数据的安全场所。许多未解决的网络攻击之一是键盘记录器,它被用来窃取受害者的数据,如密码。研究人员已经做了很多研究来克服这些攻击。然而,认证系统仍然缺乏密码复杂性,这可能会因破解时间短和生成密码有限而受到损害。因此,我们提出了一种虚拟密码方法,该方法具有以下规则:i)有密码的最小和最大限制;ii)生成的密码不仅限于字母,还限于数字和符号。有了这些规则,通过使用卡巴斯基实验室安全密码测量,在拥有1000万核处理器的conficker僵尸网络上,破解时间可以显着增加到9个世纪。此外,通过使用密码计,该方法获得了171分。
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引用次数: 4
Design and Implementation of Smart Bath Water Heater Using Arduino 基于Arduino的智能洗浴热水器设计与实现
Muhammad Dio Khairunnas, Endro Ariyanto, Sidik Prabowo
The use of hot water used for bathing is one type of utilization of technology that has been developed. By using a Water Heater tool, one can get water with a higher temperature. However, to achieve the desired temperature and fill the tub for ready use, water heater takes a long time. In this system has been designed an automatic faucet that can be active in accordance with the temperature of water that is in the main tub with the help of temperature sensors, ultrasonic sensors and water pumps. Both sensors utilize a machine to machine system with MQTT protocols controlled by an Arduino Mega2560-based Android microcontroller. Based on the test, the level of accuracy of temperature obtained has a value of 97.60% with the average performance time obtained to achieve the desired temperature on the main tube is for 18 minutes 30 seconds. The test has been done using the main tub with the volume of water to be filled is ± 12.320 cm3, with the volume of hot water provided is ± 9.240 cm3, In addition, several factors affecting the time to reach the desire d temperature include the type of pump used, the power used by the water heater, and the size of the main tubing container used as a container for mixing hot water temperatures and normal water temperature.
使用热水洗澡是一种已经发展起来的技术利用。通过使用热水器工具,人们可以得到温度更高的水。然而,要达到所需的温度并将浴缸填满以备使用,热水器需要很长时间。在本系统中,通过温度传感器、超声波传感器和水泵的配合,设计了一种能够根据主浴盆内水温自动启动的水龙头。这两个传感器都使用机器对机器系统,由基于Arduino mega2560的Android微控制器控制MQTT协议。根据测试,所获得的温度精度水平为97.60%,在主管上达到所需温度所获得的平均性能时间为18分30秒。试验采用主浴盆,充水量为±12.320 cm3,提供热水量为±9.240 cm3。此外,影响达到所需温度时间的因素包括泵的类型、热水器使用的功率、用于混合热水温度和正常水温的主管容器的大小。
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引用次数: 7
期刊
2018 6th International Conference on Information and Communication Technology (ICoICT)
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