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检索条件"任意字段=2012 IEEE 3rd International Conference on Software Engineering and Service Science, ICSESS 2012"

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Stock trends prediction by hypergraph modeling

Stock trends prediction by hypergraph modeling

引用

2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Shen, Yang Hu, Jicheng Lu, Yanan Wang, Xiaofeng State Key Lab of Software Engineering School of Computer Science Wuhan University Wuhan China

ISBN: (纸本)9781467320054

This paper presents a new stock price trends prediction algorithm using hypergraph model. Hypergraph modeling offers a significant advantage over traditional graph modeling in terms of triadic or higher relationship description within different stock portfolios over a certain period of time. Under the hypergraph model, each stock will be abstracted as a vertex of hypergraph;the hyperedges can be built by seeking the synchronous relationship of the stocks trends. In order to acquire more refined hyperedges and to avoid the tremendous growing quantity of hyperedges, we employ the frequent item sets to construct hyperedges. Therefore the prediction problem for stock trends is converted to hypergraph partitioning problem. Multilevel paradigm is then applied to do hypergraph partitioning instead of the traditional recursive bisection paradigm. Thus we get a series of stocks section, and the stock price trends can be concluded by analysis the whole section. Experiment result shows that our proposed scheme achieves fine stock trend prediction and the computation is significantly fast as well. © 2012 ieee.

关键词： Forecasting

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Prediction of software maintainability using fuzzy logic

Prediction of software maintainability using fuzzy logic

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Al-Jamimi, Hamdi A. Ahmed, Moataz Information and Computer Science Department King Fahd University of Petroleum and Minerals Dhahran Saudi Arabia

ISBN: (纸本)9781467320054

The relationship between object oriented metrics and software maintainability is complex and non-linear. Therefore, there is considerable research interest in development and application of sophisticated techniques which can be used to build models for predicting software maintainability. However, when predicting maintainability not only product quality measurements are surrounded with imprecision and uncertainty, but also the relationships between the external and internal quality attributes suffer from imprecision and uncertainty. The reason behind that, there are at least two important sources of information for building the prediction model: historical data and human experts. Therefore, in this paper an attempt has been made to utilize the capability of fuzzy logic in handling imprecision and uncertainty to come up with an efficient maintainability prediction model. The proposed model is constructed using object-oriented metrics data in Li and Henry's datasets collected from two different object-oriented systems. © 2012 ieee.

关键词： Fuzzy logic

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Usability analysis of Web service behavior based on interface automata

Usability analysis of Web Service behavior based on interfac...

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Zhang, Yan Yu, Xiaofeng Zhang, Tian Department of Computer Science and Technology Beijing Electronic Science and Technology Institute Beijing 100070 China State Key Lab. for Novel Software Technology Nanjing University Nanjing 210093 China School of Business State Key Lab. for Novel Software Technology Nanjing University Nanjing 210093 China Department of Computer Science and Technology State Key Lab. for Novel Software Technology Nanjing University Nanjing 210093 China

ISBN: (纸本)9781467320054

In the Web service world, it is an important technique that taking the usable behaviors in the existed web services provides some value-added functions by the service composition. Therefore, the usability analysis of web service behaviors is a significant problem to be solved. Based on our early study about behavior derivation for software components by interface automata (IA), a method is given for checking whether there are usable behaviors in a web service or not according to a user's requirement. A behavior is usable if it can be preserved in a composite web service under some constraints, otherwise it is unusable. Web services are described by BPEL4WS and the user's requirements are specified by MSCs. The key step in our proposal is to build an IA model for the web service behaviors. Thus, we give the transformation rules from BPEL4WS to IA. By using the algorithm of constructing an environment for an IA which had been given in our early works, the usability of a web service behaviors is checked. A case study from real application is used to validate our proposal. © 2012 ieee.

关键词： Web services

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Using grounded theory to understand testing engineers' soft skills of third-party software testing centers

Using grounded theory to understand testing engineers' soft ...

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Yu, Lili Xu, Xin Liu, Chao Sheng, Bing School of Computer Science and Engineering Beihang University China Second Artillery Equipment Research Institute Beijing China

ISBN: (纸本)9781467320054

Testing engineers in the third-party software testing center are often puzzled with some non-technical problems, such as, how to deal with the developers' reactance, and how to meet the end users' satisfaction, during the software testing process. Unfortunately, little attention has been paid to solve such kind of problems. In this paper, we argue that the high quality and high productivity pursued by software testing require us not only to emphasize the hard skills of testing engineers but also to enhance their soft skills in an appropriate and systematic way, which should deserve more attention. We furthermore argue that attention should be paid to obtain qualitative insight and feedback from testing engineers and to explore in what way to acquire the useful information. We conduct a qualitative study to explore and understand testing engineers' soft skills from five different test teams based on multidimensional perspective levels under the analysis of grounded theory. The on-going research work's agenda is given, several research challenges are analyzed and at last future work is proposed. © 2012 ieee.

关键词： software testing

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Improve delay performance of wireless video streaming with active queue management

Improve delay performance of wireless video streaming with a...

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Luo, Hongli Department of Electrical Computer and Information Technology Indiana University Purdue University Fort Wayne Fort Wayne IN 46805 United States

ISBN: (纸本)9781467320054

This paper proposed a packet scheduling algorithm to improve the quality of service (QoS) of video streaming over wireless network. We apply the active queue management (AQM) techniques at the Access Category (AC) queue of 802.11e WLAN EDCA to regulate the queuing delay. When a packet arrives, first the queuing probability is calculated to determine the probability the packet should be assigned to an AC queue. The queuing probability considers both queue length and load factor. Then the packet scheduling algorithm determines how to assign the packets to different AC queues. This design takes into account the queue length, the application requirement and the current network situation. Simulation results demonstrate that the proposed scheduling algorithm can improve the performance of video streaming over 802.11e EDCA. It can provide higher PSNR values and lower end-to-end delay compared to the standard 802.11e EDCA. © 2012 ieee.

关键词： Quality of service

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A mapping from TVPCCS into BPEL

A mapping from TVPCCS into BPEL

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Beggar, Mohammed Lamine Liao, Lejian Beijing Key Laboratory of Intelligent Information Technology Beijing Institute of Technology School of Computer Science Beijing 100081 China

ISBN: (纸本)9781467320054

The Web services Business Process Execution Language (BPEL) is a language used to specify compositions of web services. In the last few years, a considerable amount of work has been done on modeling (parts of) BPEL and developing verification techniques and tools for BPEL. Petri nets and formal languages have been widely used to model Web services composition, but temporal value passing calculus of communicating systems (TVPCCS) language seems to be more adequate for several reasons. Generally BPEL programs are mapped to other languages and then the verification is performed, A more promising way is to directly build TVPCCS model, to check it and then map it to a BPEL process model. This paper describes a mapping from TVPCCS onto BPEL process model. © 2012 ieee.

关键词： Web services

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Designing a hybrid position evaluation function for Chinese-chess computer game

Designing a hybrid position evaluation function for Chinese-...

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Fu, Tingting Yin, Hongfeng Department of Computer Science Beijing JiaoTong University Haibin College Huanghua 061100 China

ISBN: (纸本)9781467320054

The position evaluation function plays an important role for building an intelligent Chinese-chess computer game (CCCG) player. The mostly used evaluation functions include standard heuristic evaluation function (SHEF) and self learning evaluation function (SLEF). SHEF depends on the board position features to large extent, but it hardly includes all the features due to the limit of knowledge of the designer. And, SLEF can explore the knowledge hidden in the current position which is difficult to find in SHEF. In this paper, a hybrid position evaluation function (HPEF) is designed by fusing SHEF and SLEF. The temporal difference learning (TDL) is used to train the proposed HPEF on professional game records. Based on HPEF, a CCCG player called CCCGp is developed. We experimentally validate that HPEF is quite effective by competing with different kinds of testing players. With the help of HPEF, the intelligent level of CCCGp can be improved incrementally with the increase of number of professional game records HPEF learned. © 2012 ieee.

关键词： Function evaluation

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ISEC: An information security engineering cloud

ISEC: An information security engineering cloud

引用

2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Xu, Liqing Shi, Kai Goto, Yuichi Cheng, Jingde Department of Information and Computer Sciences Saitama University Saitama 333-8570 Japan School of Computer Science and Technology Tianjin University Tianjin 300072 China

ISBN: (纸本)9781467320054

ISEE was proposed as an information security engineering environment that supports continuous and consistent design, development, management and maintenance of security facilities of target systems, based on ISO/IEC security standards. However, the current ISEE only provides services passively, i.e., it can only response to users' explicit requests, but cannot provide useful services to users actively. In order to make ISEE more practical, it is a challenge to provide active services, which can give useful services to users actively in advance but do not give users undesired services. To this end, this paper proposes an information security engineering cloud (ISEC), that has all functions of ISEE, and moreover, provides active services to its users. This paper presents the basic ideas, requirements, design, and implementation issues of ISEC. © 2012 ieee.

关键词： Security of data

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One of the image correction algorithms of QR code and its implementation based on wavelet transform

One of the image correction algorithms of QR code and its im...

引用

2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Jin, Chun Yuan, Jianghong Li, Leilei Chen, Eryang Han, Gang Tang, Tao School of Communication and Information Engineering Chongqing University of Posts and Telecommunications 400065 Chongqing China Chongqing Broadcasting and TV Group 400039 Chongqing China School of Automation Engineering University of Electronic Science and Technology of China 611731 Chengdu Sichuan Province China Chongqing Guangtong Industry Co. Ltd. 400039 Chongqing China Jiangbei Power Supply Bureau of Chongqing Electric Power Company 401147 Chongqing China

ISBN: (纸本)9781467320054

To improve the operation speed and accuracy of two-dimensional barcodes image-correction, this paper proposed a QR code edge detection method based on wavelet transform. Firstly, we take advantage of the characteristics of multi-resolution analysis of wavelet transformation to denoise the QR code image. And then multi-level wavelet decomposition is done to the denoised image, from which we can obtain the wavelet coefficient at all levels. And finally, we refine the edge processing to get the target image. Tests result shows that the algorithm can not only obtain good edge detection effect, but also greatly simplify the calculation. What's more, it can reduce the noise effectively. © 2012 ieee.

关键词： Edge detection

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A study on users' acceptance behavior to mobile e-books application based on UTAUT model

A study on users' acceptance behavior to mobile e-books appl...

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2012 ieee 3rd international conference on software engineering and service science, icsess 2012

作者： Gao, Ting Deng, Yanhong School of Communication and Art Design University of Shanghai for Science and Technology China Business School University of Shanghai for Science and Technology China

ISBN: (纸本)9781467320054

This study applies the unified theory of acceptance and use of technology (UTAUT) model to analyze the factors affecting users to use mobile e-books. Performance expectancy, effort expectancy, social influence, perceived cost and facilitating conditions are the five main factors. Structural equation modeling (SEM) is used to evaluate relationships among these factors. The research results are as follows: performance expectancy and effort expectancy have a significant positive effect on behavioral intention;effort expectancy and social influence have an indirect positive influence on behavioral intention;perceived cost and facilitating conditions have no effect on using mobile e-books. High quality content, user-friendly operating interface and media promotion are the critical measures for promoting the development of mobile e-books market. © 2012 ieee.

关键词： Economic and social effects

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