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2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)最新文献

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Android Apps Management System to Ensure Mobile Security Android应用程序管理系统,确保移动安全
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569187
Zainal Abideen, H. Tariq, Sajjad Hussain Shah Talha Naqash, Umarah Qaseem
It is certain that the future of the network will be the mobile utter. Google‘s Android platform is a widely forecast open source operating system for mobile phones. This article is about Android‘s security model and seeks to reveal the complexity of secure application development, identifying lessons and opportunities for future enhancements. This article provides a secure way to download an application and managing access permission for using the Android mobile phone. Following article shows how to download an application without virus or secure user android in a convenient way. This application provides user to manage the access permissions both automatically and manually. The user can access permissions when the user installs an application or user can manually go to settings and update the permissions. Thus, we provide a permission system through which uses android devices can propose abstract authorization rules, provide high- level rules and learn user privacy preferences. Therefore, concepts and approaches towards effective privacy management for mobile platforms are reviewed.
可以肯定的是,网络的未来将是移动世界。谷歌的Android平台是一个被广泛预测的手机开源操作系统。本文将介绍Android的安全模型,并试图揭示安全应用程序开发的复杂性,确定未来增强的经验教训和机会。本文提供了一种安全的方式来下载应用程序和管理使用Android手机的访问权限。下面的文章展示了如何以一种方便的方式下载一个没有病毒或安全用户android的应用程序。该应用程序为用户提供了自动和手动管理访问权限的功能。用户可以在安装应用程序时访问权限,或者用户可以手动进入设置并更新权限。因此,我们提供了一个权限系统,通过该系统,使用android设备可以提出抽象的授权规则,提供高级规则并学习用户隐私偏好。因此,对移动平台有效隐私管理的概念和方法进行了回顾。
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引用次数: 1
Data Mining of Students' Response on the University Services using Chi-square Automatic Interaction Detector (CHAID) Algorithm 基于卡方自动交互检测器(CHAID)算法的学生对大学服务响应的数据挖掘
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569209
Maryli F. Rosas, Shaneth C. Ambat, Melvin A. Ballera
Students' insights are very vital in the continuous quality improvement of a university. Students are the primary consumers in higher education institution services [1].One way to measure the quality of education is through the satisfaction level of the students based on students' overall university experience. Implementation of logistic regression and CHAID Algorithm was used to create the recommendation plan.Text analytics was integrated to extract key phrases and compute sentiment score to classify the comments according to satisfaction level.
学生的真知灼见对大学质量的持续提升至关重要。学生是高校服务的主要消费者[1]。衡量教育质量的一种方法是根据学生的整体大学经历来衡量学生的满意度。采用logistic回归和CHAID算法创建推荐计划。结合文本分析提取关键短语并计算情感评分,根据满意度对评论进行分类。
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引用次数: 1
An Evaluation of Potential Use of Land Resources in Response to Disasters – a Case Study of Hsinchu, Taiwan 土地资源应对灾害潜力评价——以台湾新竹县为例
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569083
K. Yen, Pei-Jung Lee
Taiwan belongs to the sea island type climate. The emergence probability of natural disaster is very high. This research aims to set up the database on the disaster prevention planning particularly for the Hsinchu Science Park, it includes the compiling of information on the disaster prevention spatial ability based on the survey results of the current disaster prevention resources and also aims to obtain the hazard susceptibility spatial information via analysis of the simulation of compound disasters.
台湾属海岛型气候。自然灾害发生的概率非常高。本研究旨在建立新竹科技园防灾规划数据库,包括基于现有防灾资源调查结果的防灾空间能力信息的编制,以及通过模拟复合灾害的分析获得灾害易感度空间信息。
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引用次数: 0
Tor Traffic Classification from Raw Packet Header using Convolutional Neural Network 基于卷积神经网络的原始包头流量分类
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569113
Minsu Kim, A. Anpalagan
As the amount of network traffic is growing exponentially, traffic analysis and classification are playing a significant role for efficient resource allocation and network management. However, with emerging security technologies, this work is becoming more difficult by encrypted communication such as Tor, which is one of the most popular encryption techniques. This paper proposes an approach to classify Tor traffic using hexadecimal raw packet header and convolutional neural network model. Comparing with competitive machine learning algorithms, our approach shows a remarkable accuracy. To validate this method publicly, we use UNB-CIC Tor network traffic dataset. Based on the experiments, our approach shows 99.3% accuracy for the fractionized Tor/non-Tor traffic classification.
随着网络流量呈指数级增长,流量分析与分类对于有效的资源分配和网络管理起着重要的作用。然而,随着新兴的安全技术的出现,这项工作变得越来越困难,比如最流行的加密技术之一Tor加密通信。本文提出了一种利用十六进制原始包头和卷积神经网络模型对Tor流量进行分类的方法。与竞争对手的机器学习算法相比,我们的方法显示出惊人的准确性。为了公开验证该方法,我们使用了UNB-CIC网络流量数据集。基于实验,我们的方法对分割的Tor/非Tor流量分类准确率达到99.3%。
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引用次数: 24
Automatic Image-Capture and Angle Tracking System Applied on Functional Movement Screening for Athletes 自动图像捕获和角度跟踪系统在运动员功能性运动筛选中的应用
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569050
H. Chang, Y. Hsueh, C. Lo
In recent years, the Functional Movement Screen (abbreviation: FMS) has been used to assess athletes’ movement patterns and quality in recent years. However, the score of FMS system are assessed by manual observation. Therefore, the purpose of this study is to develop an automatic Image-capture and angle tracking system to assist and asses the movement pattern for athletes by comparing the results when using self-made angle tracking system and free Kinovea motion analysis system during performing the FMS screen. Twelve volleyball athletes and 12 track and field athletes are recruited in our study. Two webcams were placed in front and on the side of FMS equipment to capture the image and body angles respectively. In addition, one of the researchers manually loaded the recorded image into free motion analysis software (Kinovea, Vision 8.25) to capture and mark the angle. The results were shown that a moderate to high positive correlation of the joint angles between 2 systems in most of the FMS movement patterns $(plt.05)$. When compared with the volleyball and track and field athletes, there were significantly different in the hip and ankle angle of deep squat, the hip and knee angle of the in-line lunge, and shank angle of hurdle step $(plt.05)$. In conclusion, the advantage of the automatic image-capture and angle tracking system applied on FMS are included automatic image recognition and labelled, fast and accuracy of angle tracking, data reports exported, and inexpensive equipment. The automatic image-capture and angle tracking system can assist the FMS to evaluate the bilateral limb or torso deficit or asymmetric in various sports.
近年来,功能性运动量表(Functional Movement Screen,简称FMS)被广泛应用于运动员运动模式和运动质量的评估。然而,FMS系统的评分是通过人工观察来评定的。因此,本研究的目的是开发一种自动图像捕获和角度跟踪系统,通过比较自制角度跟踪系统和免费Kinovea运动分析系统在FMS屏幕表演过程中的结果,来辅助和评估运动员的运动模式。我们的研究招募了12名排球运动员和12名田径运动员。在FMS设备的前部和侧面分别放置两个网络摄像头,分别捕捉图像和身体角度。此外,其中一名研究人员手动将记录的图像加载到自由运动分析软件(Kinovea, Vision 8.25)中,以捕获和标记角度。结果表明,在大多数FMS运动模式中,两个系统之间的关节角具有中等到高度的正相关关系$(plt.05)$。与排球、田径运动员相比,深蹲髋、踝关节角度、直线弓步髋、膝关节角度、跨栏步小腿角度均有显著差异(plt.05)。综上所述,应用于FMS的自动图像捕获和角度跟踪系统具有图像自动识别和标记、角度跟踪快速准确、数据报告输出、设备价格低廉等优点。自动图像捕获和角度跟踪系统可以帮助FMS评估各种运动中的双侧肢体或躯干缺陷或不对称。
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引用次数: 4
Perception Experiment of Rotary-Induced Movement in Various Types of Pyramids 不同类型金字塔旋转诱导运动的感知实验
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569075
Chih-Wei Lin, W. Chi, H. Fan, Guang-Dah Chen
Cone contouring is similar to that of a wedge, and has traits such as slanting lines, angles, and directionality. According to a kinematics viewpoint, it can form a sense of sensation that points to the tip. If it re-use the mutual factors of the angled continuous lines and rotational motion of the forming surface, the dynamic perception effect that makes continuous lines rise up synchronously and upwardly, and this dynamic bizarre effect with rising is a perceptual phenomenon that induced movement. In order to investigate the mutual relationship among pyramids, rotational speed and induced movement, this study investigated the different pyramids change whether influence, as well as the relationship among induced movement, pyramid, and rotational speed from the perspective of the appearing angles of the rotational speed threshold boundary line by using adjustment methods. The reseaerch found, different pyramids with varying various speeds, it will influence the strength of the “line afterimage” and “zigzag line phenomena,” as well as the formation and appearing of induced movement. The cone is the optimal design for creating dynamic optical illusions for induced movement.
锥形轮廓类似于楔形轮廓,具有斜线、角度和方向性等特征。根据运动学的观点,它可以形成指向尖端的感觉。如果重新利用有角度的连续线条和成型面的旋转运动的相互因素,使连续线条同步向上上升的动态感知效果,这种随上升的动态奇异效果是一种诱导运动的感知现象。为了探究金字塔、转速、诱导运动三者之间的相互关系,本研究采用调整方法,从转速阈值边界线的出现角度出发,考察了不同金字塔变化是否会产生影响,以及诱导运动、金字塔、转速三者之间的关系。研究发现,不同的金字塔以不同的速度运动,会影响“线后像”和“之字形现象”的强度,以及诱导运动的形成和出现。锥体是为诱导运动创造动态视错觉的最佳设计。
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引用次数: 0
Examining the Visual Styles and Visual Techniques in Animation Stories - A Case Study of The Amazing World of Gumball 考察动画故事中的视觉风格和视觉技术——以神奇的Gumball世界为例
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569144
Yu-Tang Chiu, Yu-Ching Chang
There are many kinds of animations in the market, and the styles are all different. Compared with the differences in style, the differences in expression techniques can present the uniqueness of an animation. When performance techniques and stories complement each other, the audience is more impressed and better able to bring viewers into the mood of the picture. In recent years, animation technology has been continuously improving, and a wide variety of beautifully animated films have appeared. This study hopes to understand animations that are not only exquisitely made, but also the way they are produced and what these films hope to deliver. In addition, studying the influence of animation on the story will shed light on the most appropriate means to convey the meaning of the story. The Amazing World of Gumball, does not rely on a single style or technique; rather, each episode has been transformed with different themes to adapt to the needs of the plot. Therefore, this animation was chosen as an analysis sample. In view of this, this study has been mainly divided into two parts. The first aim is to organize and summarize the current application of animation style and creative expression techniques, and determine why specific methods have been applied to animation stories, based on their relevance. The second goal is to analyze the styling techniques used in the animation The Amazing World of Gumball and the relevance of the techniques to the story content.
市场上的动画种类很多,风格也各不相同。与风格的差异相比,表现手法的差异更能体现出一部动画的独特性。当表演技巧和故事相辅相成时,观众更容易被打动,也更能把观众带入画面的情绪中。近年来,动画技术不断进步,出现了各种各样精美的动画电影。本研究希望了解动画不仅制作精美,而且制作方式和这些电影希望传达的内容。此外,研究动画对故事的影响,可以帮助我们找到最合适的方式来传达故事的意义。《Amazing World of Gumball》并不依赖于单一风格或技术;相反,每一集都被转换成不同的主题,以适应情节的需要。因此,我们选择这个动画作为分析样本。鉴于此,本研究主要分为两部分。第一个目的是组织和总结当前动画风格和创意表达技术的应用,并根据其相关性确定为什么特定方法已应用于动画故事。第二个目标是分析动画《Gumball神奇世界》中使用的造型技术以及这些技术与故事内容的相关性。
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引用次数: 0
Operation of a Micro Off-Shore Island Considering PV Power Generation Ramp-Rates 考虑光伏发电斜坡率的微型离岸岛屿运行
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569180
Cheng-Ting Hsu, Hung-Ming Huang, T. Cheng, Y. Lee, Yung-Ruei Chang, Jheng-Lun Jiang
This paper investigates the impact of photovoltaic generation system (PVGS) power variation on the transient response for a small off-shore island. The Chimei Island in Taiwan is elected for study. First, the power system network, diesel generation units, load and PVGS data are collected in detail. And the one-line diagram and the associated generator control model are set up in the Cyme Psaf program. After that, the transient stability analysis is executed with considering the tripping and power variation with various ramp rates of PVGS. The dynamic response of diesel generators and system frequency are examined carefully. It is therefore to obtain the maximum installation capacity of a single and total PVGS without violating the lowest operation frequency limitation.
本文研究了光伏发电系统(PVGS)功率变化对一个小型近海岛屿的暂态响应的影响。台湾奇美岛被选为研究对象。首先,详细收集了电网、柴油发电机组、负荷和PVGS数据。并在Cyme Psaf程序中建立了单线图和相应的发电机控制模型。在此基础上,对系统暂态稳定性进行了分析,考虑了系统在不同斜坡速率下的脱扣和功率变化。仔细研究了柴油发电机组的动态响应和系统频率。因此,在不违反最低工作频率限制的情况下,获得单个和总PVGS的最大安装容量。
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引用次数: 2
Calm Sensing Design: A Contextual Notification Mechanism to Support Older User‘s Health Awareness 平静感知设计:支持老年用户健康意识的上下文通知机制
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569117
Chen Li
As the population of older adults in society rises, the importance of ubiquitous technology to assist health management and healthcare is growing with the demographic shift. Smart devices with multiple sensors in everyday life have been the common solution proposed by related projects to fulfil the needs of older users. However, ubiquitous computing can also change the paradigm in which notifications are delivered to users. Notification mechanisms are a key factor in interaction design to provide older adults health awareness. Since older users are both active and sensitive to health problems, good awareness mechanisms should provide seamlessly interactions with technology into their everyday routines. Inspired by influential early visions on ubiquitous computing, we conduct an experimental research within a smart cushion project that reminded older adults‘ sedentary lifestyle in two everyday scenarios through different notification modalities. Based on the experimental results, we introduce a contextual notification mechanism called Calm Sensing. Calm Sensing Design identifies the effectiveness and disruptiveness of notification modalities at varied channels of human sensory, these being heat, odour, sound, vibration and message. we conclude that good notification mechanism should have the ability to switch among older adults‘ multi-sensory for different their daily activities. We suggest that heat and odour have potential to be alternatives instead of familiar sound and vibration to give just-in-time information and avoiding disruptiveness.
随着社会中老年人人口的增加,随着人口结构的变化,无处不在的帮助健康管理和医疗保健的技术的重要性也在增加。日常生活中具有多个传感器的智能设备已成为相关项目提出的解决方案,以满足老年用户的需求。然而,无处不在的计算也可以改变向用户传递通知的范例。在提供老年人健康意识的交互设计中,通知机制是一个关键因素。由于老年用户对健康问题既活跃又敏感,因此良好的意识机制应该在他们的日常生活中提供与技术的无缝交互。受早期对普适计算有影响力的设想的启发,我们在一个智能坐垫项目中进行了一项实验研究,该项目通过不同的通知方式提醒老年人在两种日常场景中久坐的生活方式。基于实验结果,我们引入了一种名为平静感知的上下文通知机制。Calm Sensing Design识别了不同人类感官渠道的通知方式的有效性和破坏性,这些渠道包括热、气味、声音、振动和信息。我们认为,良好的通知机制应该具有在老年人不同的日常活动中切换多感官的能力。我们认为,热量和气味有可能取代熟悉的声音和振动,提供及时的信息,避免干扰。
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引用次数: 2
A Navigational Approach Centered on Pedestrian Comfort: A Case Study From Fuzhou University 以行人舒适度为中心的导航方法——以福州大学为例
Pub Date : 2018-07-01 DOI: 10.1109/ICKII.2018.8569045
Naiyuan Liu, Jianwei Li
Thermal environments significantly influence the sensation of pedestrians. This work proposes a navigational approach that takes into consideration the perception of comfort by a pedestrian. Air temperature, relative humidity and wind velocity are the main factors that influence human sensation of thermal,6 sensors have been place in our study area in order to collect sensor data of above factors. We use Universal Thermal Climate Index, which is the most advanced multi-node model of thermoregulations to help assess comfortable level of each path. Finally, a comfort-based navigation approach was discussed.
热环境对行人的感觉有显著影响。这项工作提出了一种考虑到行人舒适度感知的导航方法。空气温度、相对湿度和风速是影响人体热感觉的主要因素,为了收集上述因素的传感器数据,我们在研究区域放置了6个传感器。我们使用通用热气候指数,这是最先进的多节点温度调节模型,以帮助评估每条路径的舒适水平。最后,讨论了一种基于舒适度的导航方法。
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引用次数: 0
期刊
2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII)
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