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New metric for measuring programmer productivity 衡量程序员生产力的新标准
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958906
Marwa Solla, A. Patel, Christopher Wills
Measuring programmer productivity is a challenging exercise because it is not well understood since it is without bounded rules and ill-defined meanings of complicated set of parameters. This is made worse by new software development paradigms such as agile and mashup methods and the ensuing advances in software engineering practices and ways of designing and developing software. The existing metrics for measuring performance of solo and pairs of programmers does not appear to be suitable to meet these new forms of software development. This paper presents a new metrics which can be used to measure performance productivity of programming effort by solo and pair programmers in a much more comprehensive manner. All of the key parameters are looked at objectively and defined for and from software engineering lifecycle points of view to make productivity performance calculations for solo and pair programmers. The methodology used for formulating and composing the formulae and defining the parameters as coefficients is explained. These parameters are based on a weighting system to derive the effective performance results. It is a more objective and quick way for the performance analysts to define a table of weights for the parameters based on several criteria within the different aspects of the software development lifecycle. The composition of the formulae and the metric for measuring programmer productivity performance is presented and examples are used to illustrate the method and the outcomes.
衡量程序员的工作效率是一项具有挑战性的工作,因为它不容易理解,因为它没有有限的规则和复杂参数集定义不清的含义。新的软件开发范式,如敏捷和mashup方法,以及随之而来的软件工程实践和软件设计和开发方法的进步,使这种情况变得更糟。现有的度量单独和成对的程序员的性能的度量标准似乎不适合满足这些新的软件开发形式。本文提出了一种新的度量标准,它可以更全面地用于度量单独和结对程序员的编程工作的性能生产力。所有的关键参数都被客观地看待,并从软件工程生命周期的角度来定义,以便为单独和结对的程序员进行生产力性能计算。说明了公式的制定和组成以及参数作为系数的定义方法。这些参数是基于一个加权系统,以得出有效的性能结果。对于性能分析人员来说,根据软件开发生命周期的不同方面的几个标准为参数定义权重表是一种更加客观和快速的方法。给出了衡量程序员生产力绩效的公式和度量的组成,并用实例说明了方法和结果。
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引用次数: 11
Recognizing user activity based on accelerometer data from a mobile phone 基于来自手机的加速度计数据来识别用户活动
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958987
M. A. Ayu, T. Mantoro, A. F. A. Matin, Saeed Salem Basamh
Activity recognition refers to the ability of a machine/device to recognize the activity of users. This area of research has attracted many works especially related to the context aware and ubiquitous computing area. Wearable accelerometers have been explored for this activity recognition purpose; however the impracticality of attaching accelerometers to the user presents significant issues. Accelerometers today are embedded in many mobile devices. This paper explores the potential and possibility of using these accelerometer data to determine user activity recognition. The initial experiments show encouraging results with a very good accuracy rate of 92%. A simple prototype developed supports the implementation of the recognition process conducted.
活动识别是指机器/设备识别用户活动的能力。这一领域的研究吸引了许多工作,特别是与上下文感知和泛在计算领域相关的工作。针对这种活动识别目的,已经探索了可穿戴加速度计;然而,将加速度计附加到用户身上的不实用性提出了重大问题。如今,许多移动设备都嵌入了加速度计。本文探讨了使用这些加速度计数据来确定用户活动识别的潜力和可能性。初步实验结果令人鼓舞,准确率达到92%。一个简单的原型开发支持实现识别过程进行。
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引用次数: 32
GIS integrated DNA computing for solving Travelling Salesman Problem GIS集成DNA计算求解旅行商问题
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958949
R. Sridhar, S. Balasubramaniam
DNA computing is a new method of simulating biomolecular structure of DNA and computing by means of molecular biology technological computation. It introduces a fire-new data structure and calculating method, providing a new way of solving NP-complete problem of traveling salesman. It is a new computational method by harnessing the enormous parallel computing ability and high memory density of bio-molecules, which brings potential challenges and opportunities to cryptography, steganography, Signature and Authentication. In this paper, DNA computing is integrated with GIS to find shortest path of traveling salesman problem with geocomputational method and DNA Computing method without using laboratory. Both methods show the same result proving that problems of GIS could be solved using DNA computing.
DNA计算是利用分子生物学技术计算来模拟DNA生物分子结构并进行计算的一种新方法。引入了一种全新的数据结构和计算方法,为求解旅行商np完全问题提供了一种新的途径。它是一种利用生物分子巨大的并行计算能力和高存储密度的新型计算方法,给密码学、隐写术、签名和认证技术带来了潜在的挑战和机遇。本文将DNA计算与GIS相结合,利用地理计算方法和DNA计算方法求解旅行商最短路径问题。两种方法都得到了相同的结果,证明了DNA计算可以解决地理信息系统的问题。
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引用次数: 5
A robust mobile business card reader using MMCC barcode 一个强大的移动名片阅读器使用MMCC条码
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958994
S. Ong, D. Chai, A. Rassau
Business cards have existed since the 19th century and exchanging of business cards is common during introduction. The digital version, an electronic business card, helps to share information quickly and accurately. Also, it allows information to be stored and easily located. However, the current state of the art in business card readers using OCR technology usually fail in correctly reading all elements of the business card. Hence, in this paper, we proposed the use of an Mobile Multi-Colour Composite (MMCC) barcode printed on the business card. Containing the electronic version of the business card, the MMCC barcode allows cheap and accurate reading of the business card with a mobile phone camera. To highlight the effectiveness of the proposed method, we compared the results against commercially available business card readers, both in desktop and mobile versions.
名片自19世纪以来就已经存在了,在相互介绍时交换名片是很常见的。电子名片的数字版本有助于快速准确地分享信息。此外,它允许信息存储和容易定位。然而,目前使用OCR技术的名片阅读器通常不能正确读取名片的所有元素。因此,在本文中,我们建议使用移动多色复合(MMCC)条形码印刷在名片上。包含电子版本的名片,MMCC条形码允许用移动电话相机廉价和准确地读取名片。为了突出所提出方法的有效性,我们将结果与商用名片阅读器进行了比较,包括桌面版和移动版。
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引用次数: 5
Detecting emotion from voice using selective Bayesian pairwise classifiers 使用选择性贝叶斯两两分类器从语音中检测情感
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958890
Jangsik Cho, Shohei Kato
This paper describes a method for detecting a dialogist's emotion from his or her voice. The method is based on pairwise classification by probability from the selective pairwise classifiers. In this research, we focus on the elements of emotion included in a dialogist's voice. Thus, as training datasets for learning the pairwise classifiers, we extract acoustic features from emotionally expressive voice samples spoken by unspecified actors and actresses in films, and TV dramas. The acoustic features adopt duration per single mora, fundamental frequency, energy, and formant. All features except duration per single mora have statistics extracted standard deviation, mean, maximum, minimum, median, timezone of maximum, and timezone of minimum. Pairwise classification classifies a multi-class problem by using a series of binary classifiers. Pairwise classifiers used tree augmented naive bayes, which constructs tree structure among the attributes in naive bayes, by selected subset features. The subset features are selected on every pair of emotions by using naive bayes. This paper reports the accuracy rates of emotion detection by using our method. In experimental results from our voice samples, the emotion classification rates improved.
本文描述了一种从对话者的声音中检测其情感的方法。该方法是基于概率两两分类从选择性两两分类器。在这项研究中,我们关注对话者声音中包含的情感元素。因此,作为学习两两分类器的训练数据集,我们从电影和电视剧中未指定演员的情感表达语音样本中提取声学特征。声学特征包括单波持续时间、基频、能量和波峰。除每单笔笔持续时间外,所有特征都有统计提取标准差、平均值、最大值、最小值、中位数、最大时区和最小时区。两两分类通过使用一系列二分类器对多类问题进行分类。两两分类器使用树增广朴素贝叶斯,通过选择子集特征在朴素贝叶斯的属性之间构建树结构。利用朴素贝叶斯对每对情绪进行子集特征的选择。本文报道了用我们的方法进行情绪检测的准确率。在我们的声音样本的实验结果中,情绪分类率提高了。
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引用次数: 7
A novel method for achieving load balancing in web clusters based on congestion control and cost reduction 一种基于拥塞控制和成本降低的web集群负载平衡新方法
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958944
A. Yousofi, M. Banitaba, Saeed Yazdanpanah
The World Wide Web is fundamental infrastructure for different services. The number of accessing to web sites is significantly increasing. Cluster-based web systems (web-cluster) are a new solution to implement a web server system with high efficiency and availability. In practice, a web cluster consists of several web servers, and a web switch which distributes user's requests among server nodes. Achieving high efficiency from web cluster requires load balancing between web servers. In this paper, we propose a novel dispatching policy, namely Multi-Class Round Robin with Congestion Control and Cost Reduction (MC-RR-CC-CR), for web switches operating at layer 7 of the OSI protocol stack. The results of a real scenario showed that the proposed method can significantly balance the load of web cluster and substantially improve the system efficiency. Particularly when web cluster is heterogeneous and web site content is dynamic.
万维网是各种服务的基础设施。访问网站的人数正在显著增加。基于集群的web系统(web-cluster)是实现高效率、高可用性的web服务器系统的一种新方案。在实际应用中,web集群由多个web服务器和一个web交换机组成,该交换机将用户的请求分配给各个服务器节点。实现web集群的高效率需要web服务器之间的负载均衡。在本文中,我们提出了一种新的调度策略,即具有拥塞控制和成本降低的多类轮询(MC-RR-CC-CR),用于运行在OSI协议栈第7层的web交换机。实际应用结果表明,该方法能够有效地平衡web集群负载,大幅提高系统效率。特别是当网站集群是异构的,网站内容是动态的。
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引用次数: 4
A Hybrid TCP congestion mechanism to improve mobile WiMAX networks 改进移动WiMAX网络的混合TCP拥塞机制
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958976
J. Tay, R. M. Noor
The traditional TCP was designed for wired network; implementing TCP protocol in wireless network may lead inaccuracy prediction and will results suffer performance degradation in network. A proposed TCP-Hybrid congestion mechanism is presented in this article to address the issues by improving TCP performance in wireless environments such as a mobile WiMAX. The model adapted the existing TCP congestion control which is based on TCP-Vegas and adopting a modification Scalable TCP aggressive rule to increase a window size. The experiment results have shown that while all TCP variants produces similar throughput, window size and round trip time, even they do in different ways. But however our propose mechanism has proven 1.3% to 3% more better throughput compared to TCP-Vegas and TCP-Scalable and also high window size contributed mechanism.
传统的TCP是为有线网络设计的;在无线网络中实现TCP协议可能导致预测不准确,导致网络性能下降。本文提出了一种提议的TCP- hybrid拥塞机制,通过提高TCP在移动WiMAX等无线环境中的性能来解决这些问题。该模型采用了现有的基于TCP- vegas的TCP拥塞控制,并采用了一种改进的可扩展的TCP攻击规则来增加窗口大小。实验结果表明,虽然所有TCP变体都产生类似的吞吐量、窗口大小和往返时间,但它们的方式不同。但是,我们提出的机制已经证明,与TCP-Vegas和TCP-Scalable以及高窗口大小贡献机制相比,吞吐量提高了1.3%到3%。
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引用次数: 1
Distributed cross layer approach for detecting multilayer attacks in wireless multi-hop networks 无线多跳网络中多层攻击检测的分布式跨层方法
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5959000
D. Bansal, S. Sofat, Prafulla Kumar
To deter internal attacks, Intrusion Detection Systems are the most favorable solutions for detecting intrusions and raising alerts for desired action since using encryption software for secure communication is not enough. A number of intrusion detection systems have been proposed for ad-hoc networks. Such intrusion detection systems cannot perform well for wireless mesh networks due to its multihop decentralized architecture. The selection of optimal and secure routing path and detection of multilayer security attacks cannot be achieved using traditional single layer IDS. Most of the MAC layer attacks occur due to non compliance of protocols by the nodes. Such a malicious behavior cannot be detected using conventional IDS. In this paper, a Cross Layer based Intrusion detection system has been proposed which takes advantage of the information available across different layers of protocol by activating multiple layer monitoring and detection. The proposed Cross layer based IDS is novel in its architecture and is able to detect multi layer attacks of compound nature. It can also detect low intensity attacks and attack switching behaviors which have been the major shortcoming of most of the existing IDS for Wireless Networks.
为了阻止内部攻击,由于使用加密软件进行安全通信是不够的,因此入侵检测系统是检测入侵和对所需行动发出警报的最有利的解决方案。针对ad-hoc网络,已经提出了许多入侵检测系统。这种入侵检测系统由于其多跳分散的结构,不能很好地应用于无线网状网络。传统的单层入侵检测无法实现最优安全路由路径的选择和多层安全攻击的检测。大多数MAC层攻击都是由于节点不遵守协议造成的。使用传统的IDS无法检测到这种恶意行为。本文提出了一种基于跨层的入侵检测系统,该系统通过激活多层监控和检测,充分利用了不同协议层间可用的信息。本文提出的跨层入侵检测系统结构新颖,能够检测复合性质的多层攻击。它还可以检测低强度攻击和攻击切换行为,这是大多数现有无线网络入侵检测的主要缺点。
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引用次数: 7
Model for courseware development of teaching and learning traditional craft (CDTC model): Initial validation 传统工艺教学课件开发模型(CDTC模型):初步验证
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5958885
Salyani Osman, N. Zin, N. S. Ashaari, Y. Omar
Alternative method to reduce dependency on instructors in teaching and learning traditional crafts will be greatly benefited from electronic learning practices. In order to make sure the courseware for teaching and learning traditional craft is applicable, effective and support teaching and learning pedagogy, a model for courseware development of teaching and learning traditional craft was developed and derived from methodologies synthesized from related research areas. Through an extensive review of literature, the model was specifically designs to meet the needs of adult learners in a web-based environment with concentrating on designing strategic learning using cognitive apprenticeship approaches. The aim of this study is to verify each component of the proposed model (namely CDTC Model) through initial validation by an Evaluator Committee that was appointed among selected craft instructors from National Craft Institute, Rawang, Malaysia (Institut Kraf Negara (IKN)). The validation is purposely to examine, evaluate, and score the efficacy of each proposed components according to its relevance to the model and was realized through quantitative investigation using questionnaire among Evaluator Committee. The committee, evaluated the model and made recommendations for improving the model. Components validated by committee were used in designing a preliminary version of the model. A significant contribution in this research is to provide relevant preliminary CDTC model for courseware development of teaching and learning traditional craft that will support and preserve our traditional heritage for future generation. With the development of the CDTC model, hopefully it will encourage courseware designers to develop more multimedia applications for teaching and learning traditional craft as well as a good reference for educators, instructional designers, and product developers for developing interactive multimedia applications.
在传统工艺的教学和学习中,减少对教师依赖的替代方法将大大受益于电子学习实践。为保证传统工艺教学课件的适用性、有效性和对教与学教学法的支持,综合相关研究领域的方法,开发并导出了传统工艺教学课件开发模型。通过广泛的文献回顾,该模型是专门为满足成人学习者在网络环境中的需求而设计的,重点是使用认知学徒方法设计策略学习。本研究的目的是通过评估委员会的初步验证,验证所提议的模型(即CDTC模型)的每个组成部分,该委员会是由马来西亚拉旺国家工艺学院(Institut Kraf Negara (IKN))选定的工艺教师组成的。验证的目的是根据各提议成分与模型的相关性对其有效性进行检查、评价和评分,并通过评估委员会之间的问卷调查进行定量调查。委员会对该模型进行了评估,并提出了改进该模型的建议。通过委员会验证的组件被用于设计模型的初步版本。本研究的重要贡献在于为传统工艺教与学的课件开发提供相关的初步CDTC模型,以支持和保护我们的传统遗产。随着CDTC模型的发展,希望它能鼓励课件设计者开发更多的多媒体应用,用于传统工艺的教学和学习,并为教育工作者、教学设计师和产品开发者开发交互式多媒体应用提供良好的参考。
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引用次数: 2
Multi-sensor spot welding monitor using wireless sensor network technology 多传感器点焊监测采用无线传感器网络技术
Pub Date : 2011-03-20 DOI: 10.1109/ISCI.2011.5959021
J. Cullen, A. Mason, M. Al-Jader, N. Wylie, A. Shaw, A. Al-Shamma'a
Resistance welding is used extensively in manufacturing industries, the most popular being spot welding in the automotive industry. Despite spot welding being in use for over a century, there has been relatively little development of sensors for monitoring the process in real-time. Most existing systems use current, voltage and electrode force to give an indication of welding quality, however these systems do not provide warning of changes in the welding environment. These changes could include material variability or electrode condition, which could result in weak weld nuggets. Presented in this paper is an investigation of a system that utilises an array of sensors, including current, voltage, infrared and ultrasonic that is capable of monitoring the spot welding process as it is performed. This system utilises wireless sensor technology to transmit data from the welding arms to a sensor connected to a base computer where the data can be analysed. The wireless link is particularly useful when retrofitting the sensor cluster to existing installations.
电阻焊在制造业中有着广泛的应用,其中以汽车工业中的点焊最为普遍。尽管点焊已经使用了一个多世纪,但用于实时监测过程的传感器的发展相对较少。大多数现有系统使用电流、电压和电极力来指示焊接质量,但是这些系统不提供焊接环境变化的警告。这些变化可能包括材料变化或电极条件,这可能导致弱焊接块。本文介绍了一种系统的研究,该系统利用一系列传感器,包括电流、电压、红外和超声波,能够监测点焊过程。该系统利用无线传感器技术将数据从焊接臂传输到连接到基础计算机的传感器,在那里数据可以被分析。在对现有装置进行传感器集群改造时,无线链路特别有用。
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引用次数: 2
期刊
2011 IEEE Symposium on Computers & Informatics
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