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2014 IEEE 5th International Conference on Software Engineering and Service Science最新文献

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Secure efficient routing based on network coding in the delay tolerant networks 时延容忍网络中基于网络编码的安全高效路由
Pub Date : 2014-10-23 DOI: 10.1109/ICSESS.2014.6933604
Jianmin Bao, Shu Zhang, Junjie Zhang, Kun Wang, Haifeng Hu
The Delay/Disruption Tolerant Network (DTN) is characterized with long delay, high bit-error rate, intermittent connectivity and frequent partitions. Due to this, network coding is introduced to improve its transmission performance significantly. Numerous DTN routing algorithms based on network coding have been developed. However, they are susceptible to various malicious attacks. In this paper, we propose a new kind of networking scheme suitable to the DTN, which can resist the eavesdropping attacks to a certain extant. Firstly, we establish a DTN network model based on the packet path optimization allocation algorithm and redefine the packet format to meet the algorithm requirements. Meanwhile, to resist the dropping attacks, the source node dynamically adds redundancy factors at the certain time. Then the pollution attacks and the data tampering attacks can almost be resisted by means of mutual authentication between intermediate nodes. This approach avoids the traditional anti-tampering attack algorithm over-reliant on the source node. The security analysis and simulation results show that our scheme can effectively resist the joint attacks and optimize the network performance.
延迟/中断容忍网络(DTN)具有长延迟、高误码率、间歇性连接和频繁分区等特点。因此,网络编码的引入大大提高了其传输性能。许多基于网络编码的DTN路由算法已经被开发出来。然而,它们很容易受到各种恶意攻击。本文提出了一种新的适合DTN的组网方案,该方案能在一定程度上抵抗窃听攻击。首先,我们建立了基于分组路径优化分配算法的DTN网络模型,并重新定义了满足算法要求的分组格式。同时,为了抵御丢弃攻击,源节点在一定时间动态添加冗余因子。通过中间节点间的相互认证,几乎可以抵御污染攻击和数据篡改攻击。该方法避免了传统的防篡改攻击算法对源节点的过度依赖。安全性分析和仿真结果表明,该方案能够有效抵御联合攻击,优化网络性能。
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引用次数: 3
Design and implementation of remote multiple physiological parameters monitoring system 多生理参数远程监测系统的设计与实现
Pub Date : 2014-10-23 DOI: 10.1109/ICSESS.2014.6933673
Chen Wei, Zhang Yue
This paper demonstrated the design and implementation of the remote multiple physiological parameters monitoring system. It is researched and designed in order to meet the requirement of understanding the trends for the state of human health, how diseases affect the human body, and the need for monitoring of the multiple physiological parameters (ECG, blood pressure, oxygen saturation, etc.). In this paper, the frame of the system for remote multiple physiological parameters monitoring is introduced, as well as the design and implementation of each module. The remote multiple physiological parameters monitoring system can be divided into several parts: mobile data acquisition system, real-time monitoring software system, medical information system and database system. The result shows that medical and health institutions can make significant improvement by applying the advanced computer and network technology.
本文演示了多生理参数远程监测系统的设计与实现。它的研究和设计是为了了解人类健康状况的趋势,疾病如何影响人体,以及监测多种生理参数(心电图、血压、血氧饱和度等)的需要。本文介绍了多生理参数远程监测系统的总体框架,以及各模块的设计与实现。远程多生理参数监测系统可分为移动数据采集系统、实时监测软件系统、医疗信息系统和数据库系统等几个部分。结果表明,应用先进的计算机和网络技术,医疗卫生机构的工作质量得到显著提高。
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引用次数: 2
Agent-based mood spread diffusion model for GPU 基于agent的GPU情绪扩散模型
Pub Date : 2014-10-23 DOI: 10.1109/ICSESS.2014.6933747
Xiaotong Wang, Zhen Liu, Su Deng
By the analysis of problems of mood spread diffusion, combining the theory of Agent, Agent-Based mood diffusion model was established, using CUDA programming tool, which is suitable for parallel computing of the part to carry on the design implementation, thus proving the GPU computing can improve the efficiency of the model calculation.
通过对情绪扩散问题的分析,结合Agent理论,建立了基于Agent的情绪扩散模型,利用CUDA编程工具对适合并行计算的部件进行设计实现,从而证明了GPU计算可以提高模型计算的效率。
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引用次数: 0
Research on route protocols of WiFi-based Ad-hoc network 基于wifi的Ad-hoc网络路由协议研究
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933771
Bi Haixia, W. Zhiqiang
Based on the background of WiFi-based Ad-hoc network, four route protocols are simulated using OPNET plat form. Experimental result shows that AODV protocol has a better performance than other algorithms under the circumstance of high throughout and heavy burden. To meet the communication requirement of vehicle-borne Ad-hoc network under battlefield circumstance, a ne w cluster route protocol (CRP) is proposed based on AODV protocol. Its cluster architecture design reduces the influence of topology change on route search process and the flooding cost during route discovery process. It is proved that the performance of CRP is better than AODV protocol and ZRP protocol, and the end-to-end delay is reduced dramatically.
以基于wifi的Ad-hoc网络为背景,利用OPNET平台对四种路由协议进行了仿真。实验结果表明,AODV协议在高吞吐量、重负荷的情况下具有较好的性能。为了满足战场环境下车载自组网的通信需求,在AODV协议的基础上提出了一种新的集群路由协议(CRP)。它的集群结构设计减少了拓扑变化对路由搜索过程的影响和路由发现过程中的泛洪代价。实验证明,CRP协议的性能优于AODV协议和ZRP协议,端到端时延显著降低。
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引用次数: 0
Integration design and model transformation for cyber physical systems 网络物理系统集成设计与模型转换
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933676
Lichen Zhang, Shuguang Feng
Cyber physical system is hard to develop because developers need to consider functional properties, nonfunctional properties, such as timeliness, energy, memory, safety and reliability, dynamic continuous properties, spatial requirements and the interaction with physical world. In this paper, we propose an integrated approach to develop cyber physical systems based on multi-dimensions, multi-views and multi-paradigm. This model-integrated development approach addresses the development needs of cyber physical systems through the pervasive use of models. Model transformation is a central concept in model-driven development approaches and integration development approaches in cyber physical systems, as it provides a mechanism for automating the manipulation of models. We present the model transformation methods of cyber physical systems, we propose an approach to transform the models of AADL into the models of Modelica, and Modelica into AADL, clarify the transformation principles and to illustrate the important synergies resulting from the integration between these two languages.
网络物理系统很难开发,因为开发人员需要考虑功能特性、非功能特性,如时效性、能量、内存、安全性和可靠性、动态连续特性、空间要求以及与物理世界的相互作用。在本文中,我们提出了一种基于多维、多视图和多范式的集成方法来开发网络物理系统。这种模型集成开发方法通过广泛使用模型来解决网络物理系统的开发需求。模型转换是网络物理系统中模型驱动开发方法和集成开发方法中的中心概念,因为它提供了一种自动化模型操作的机制。本文提出了网络物理系统的模型转换方法,提出了一种将AADL模型转换为Modelica模型,将Modelica模型转换为AADL的方法,阐明了转换原则,并说明了这两种语言集成所产生的重要协同效应。
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引用次数: 3
Research on text classification based on SVM-KNN 基于SVM-KNN的文本分类研究
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933697
Yun Lin, Jie Wang
A new text classification algorithm has been put forward based on basic support vector machine algorithm. The SVM-KNN algorithm for text classification has been proposed which combined SVM algorithm and KNN algorithm. The SVM-KNN algorithm can improve the performance of classifier by the feedback and improvement of classifying prediction probability. The actual effect of SVM-KNN algorithm is tested and the performance is proved in related Chinese web page classification test system.
基于基本支持向量机算法,提出了一种新的文本分类算法。将SVM算法与KNN算法相结合,提出了基于SVM-KNN算法的文本分类算法。SVM-KNN算法通过对分类预测概率的反馈和改进来提高分类器的性能。在相关的中文网页分类测试系统中对SVM-KNN算法的实际效果进行了测试,并对其性能进行了验证。
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引用次数: 30
Modeling method of ontology web service interaction based on Coloured Petri Net 基于彩色Petri网的本体web服务交互建模方法
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933528
Meng Su, Jingxin Gao
Formal verification of Web service composition is an important means for ensuring the quality of Web service. The Web service composition modeling is a key step of the validation of Web services interaction. Based on the semantic consistency of the Web services description semantic OWL-S and Coloured Petri net, this dissertation proposes a modeling method of Web services interaction based on the OWL-S and Coloured Petri Net and the description rules of OWL-S service operation semantics by CPN. And the analysis and verification of this modeling method has also been done.
对Web服务组合进行形式化验证是保证Web服务质量的重要手段。Web服务组合建模是验证Web服务交互的关键步骤。基于Web服务描述语义OWL-S和colored Petri网的语义一致性,本文提出了一种基于OWL-S和colored Petri网的Web服务交互建模方法和基于CPN的OWL-S服务操作语义描述规则。并对该建模方法进行了分析和验证。
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引用次数: 1
User preference and behavior pattern in Push VOD systems 推式视频点播系统中的用户偏好与行为模式
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933597
Pin Ren, Xingjun Wang
Push-VOD (Video on Demand) is a technique preloading the right video contents to end users used by TV suppliers. This system would benefit from knowing when and what a user watches. Thus there is a need for analyzing and predicting user behaviors. In this paper, we study user model from two aspects, preference and behavior pattern. For the preference part, we study what users watch. We build up the TV user model based on vector spaces. In our model, vectors represent the user profiles and video features. We mainly analyze user watching records and rankings towards videos based on the data from movie-lens and give our conclusions. We also give our survey and research on user behavior pattern, towards when user watches, namely different hours in a day and different days in a week.
Push-VOD(视频点播)是电视供应商向终端用户预加载合适的视频内容的一种技术。该系统将受益于知道用户何时观看和观看什么内容。因此,有必要对用户行为进行分析和预测。本文从用户偏好和行为模式两个方面对用户模型进行了研究。对于偏好部分,我们研究用户观看的内容。建立了基于向量空间的电视用户模型。在我们的模型中,向量代表用户档案和视频特征。我们主要根据movie-lens的数据分析用户观看记录和视频排名,并给出我们的结论。我们还针对用户观看的时间,即每天的不同时段,一周的不同时段,对用户的行为模式进行了调查研究。
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引用次数: 2
The research on the automatic generation of micro-blog user tags based on clustering analysis 基于聚类分析的微博用户标签自动生成研究
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933648
Haiyan Lv, Xiaowei Che, Ren Ying
The main research is the automatic generation of micro-blog user tags based on cluster analysis. Key technologies used in this paper are introduced firstly; mainly include cluster technology and TextRank. A Baseline system is proposed in order to show the validity of the research proposed by this paper. Then the automatic generation method based on clustering analysis is illustrated detailedly. Finally analyze and evaluate the method by experiments. The experimental results show that the user tags generated by the method can solve the problem of synonymy tags stack, and the tags can reflect the users' interest in more dimensions.
主要研究的是基于聚类分析的微博用户标签自动生成。首先介绍了本文所采用的关键技术;主要包括集群技术和TextRank。为了证明本文研究的有效性,提出了一个基线系统。然后详细阐述了基于聚类分析的自动生成方法。最后通过实验对该方法进行了分析和评价。实验结果表明,该方法生成的用户标签能够很好地解决同义词标签堆叠的问题,并且标签能够在更多维度上反映用户的兴趣。
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引用次数: 4
QSL: A specification language for e-questionnaire systems QSL:电子问卷系统的规范语言
Pub Date : 2014-06-27 DOI: 10.1109/ICSESS.2014.6933550
Yuan Zhou, Y. Goto, Jingde Cheng
Questionnaire is a general and indispensable method used frequently and widely in many academic, engineering, medical, commercial and political survey research activities to collect information about opinion or behavior of some groups of people. Today, many questionnaires are performed on the Internet by some ways of web applications. However, until now, there is no questionnaire specification language that can be used to specify various e-questionnaire systems. This paper proposes the first specification language named “QSL” for various e-questionnaire systems. QSL can be used to specify not only various questionnaires but also various e-questionnaire systems. The paper presents an analysis of the primitive elements of questionnaires and e-questionnaire systems, defines the specification language QSL, and discusses its completeness and effectiveness.
问卷调查是许多学术、工程、医学、商业和政治调查研究活动中经常和广泛使用的一种通用的、不可缺少的方法,用于收集有关某些人群的意见或行为的信息。今天,许多问卷调查都是通过网络应用程序的某种方式在互联网上进行的。然而,到目前为止,还没有一种问卷规范语言可以用来指定各种电子问卷系统。本文提出了面向各类电子问卷系统的第一种规范语言“QSL”。QSL不仅可以用于指定各种问卷,还可以用于指定各种电子问卷系统。本文分析了问卷和电子问卷系统的基本要素,定义了QSL规范语言,并讨论了其完整性和有效性。
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引用次数: 9
期刊
2014 IEEE 5th International Conference on Software Engineering and Service Science
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