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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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Week-ahead price forecasting for steel market based on RBF NN and ASW

Week-ahead price forecasting for steel market based on RBF N...

引用

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

作者： Wu, Bin Zhu, Quanyin Faculty of Computer Engineering Huaiyin Institute of Technology Huaian Jiangsu Province China

ISBN: (纸本)9781467320054

In order to get the excellent accuracy for price forecast in the steel market, the adaptive Radial Basis Function (RBF) Neural Network (NN) and Adaptive Sliding Window (ASW) are utilized to forecast the price of the steel products in this paper. Eight steel products, which extracted from Shanghai Baoshan steel market of China at January, 2011 to December 2011, are selected to forecast the price about one week and compare the Mean Absolute Errors (MAE) by RBF NN and ASW respectively. Experiments demonstrate that the ASW is better model which can get more than 97.3 percent accuracy than the RBF that can only obtain 93 percent accuracy in the price forecast for the steel products market. Experiment results prove that the proposed ASW is meaningful and useful to analyze and to research the price forecast in the steel products market. © 2012 ieee.

关键词： Commerce

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A two-period pricing model with customers' reference prices

A two-period pricing model with customers' reference prices

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

作者： Yang, Hui Pan, Quan School of Economics and Management Nanjing University of Science and Technology Jiangsu Province China

ISBN: (纸本)9781467320054

This paper studies the two-period pricing model considering customers' reference prices. We assume that customers respond to the current price of a product by comparing it to the past prices and this response will lead to reference effect. By solving a two-stage dynamic programming problem, we provide the optimal price policy for the seller. The numerical example shows that the optimal price for either period and the gross profit are decreasing with the increase of the price elasticity, reference effect factor and memory parameter. But they are decreasing with the decrease of the discount factor. We also make a comparison between optimal pricing strategy and myopic pricing strategy. The results show that long-term decision is superior to myopic strategy while customers' reference effect is taken into account during pricing-decision processes. © 2012 ieee.

关键词： Costs

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Game theory analysis for Message Dropping Attacks prevention strategy in mobile P2P live streaming system

Game theory analysis for Message Dropping Attacks prevention...

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

作者： Chen, Jing Li, Lei Zhang, Zhihong Dong, Xiaoshe School of Electronic and Information Engineering Xi'An Jiaotong University Xi'an 710049 China School of Information Engineering Zhengzhou University Zhengzhou 450001 China

ISBN: (纸本)9781467320054

With the rapid growth of wireless and mobile communication technology, P2P live streaming application is extending to mobile peer. In order to prevent Message Dropping Attacks (MDAs) in mobile P2P live streaming system, we model the fragments exchanging behavior between neighboring mobile peers under an infinitely repeated two-player game theoretic framework. The Nash Equilibrium is refined based on proportional fairness optimality and an optimal and cheat-proof strategy for preventing MDAs is proposed. The experiment results shows that the strategy proposed can prevent mobile peers from dropping messages and cheating on their private information. © 2012 ieee.

关键词： Game theory

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The study on network topology discovery algorithm based on SNMP protocol and ICMP protocol

The study on network topology discovery algorithm based on S...

引用

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

作者： Yan, Han Department of Software Engineering Cheng du Polytechnic Chengdu Sichuan Province China

ISBN: (纸本)9781467320054

The network topology visualization technology can be researched from the following several aspects: (1) Study adaptability of network topology discovery. It needs a kind of algorithm which can quickly detect the network topology of a completely unknown structural network. (2) Multiple effect integration of Visualization technology. The current network topology management system usually only use a single visual tools to visualization data. As Web technology development and graphics processing technology development, AIR technology and the 3D technology is more and more widely used. If they can be used into the network topology visualization design and implementation, Visualization effect will reach a new high level. (3) The integration of network topology visualization technology and network management. Although the point of network topology visualization is visualization, it should include more modern network management functions, in order to truly realize the value of the technology research. © 2012 ieee.

关键词： Network topology

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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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Prediction of international copper prices with grey metabolism Markov chain method

Prediction of international copper prices with grey metaboli...

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

作者： Li, Yong Hu, Nailian Li, Guoqing Zhang, Yiliang School of Civil and Environmental Engineering University of Science and Technology Beijing Beijing 100083 China Shan Dong Laiwu Lron and Steel Group Corporation Laiwu Shandong Province 270015 China

ISBN: (纸本)9781467320054

Grey prediction is suitable for such kinds of system objective with few data, short time and little fluctuation. Markov chain is just suitable for predicting stochastic fluctuating dynamic process. In connecting with the non-linear fluctuation characteristic of international copper prices, a grey metabolism Markov chain (GMMC) method is proposed for the middle and long term prediction of the prices. The prediction effect of the new method is examined with the international copper prices of 1990-2011 as a testing data sequence. Experiment results show that the prediction effect of the new model is better than GM(1, 1) model and grey Markov chain(GMC) model. It is indicated that the GMMC method has a quite high application value for international copper price prediction without considering the affect of economic crisis. © 2012 ieee.

关键词： Forecasting

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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 case study for technologys' plan projects management system

A case study for technologys' plan projects management syste...

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

作者： Zong, Hui Zhuang, Jun Yan, Yunyang Faculty of Computer Engineering Huaiyin Institute of Technology Huaian Jiangsu Province China

ISBN: (纸本)9781467320054

In order to improve the management efficiency and normative for technology projects management, an application online system of technology projects management which the C# language and B/S framework based on the Visual *** 2008 are used to developed and introduced detailed in this paper. The proposed system achieved the cooperator with projects applications' personals, application employer, reviewers and project management department to manage the plan projects. The proposed system functions include the projects application, review, the acceptance and achievement transformation of plan projects which can obtained the institutionalization and normative for technology projects progressing. The project application, the project examining information and the project maintaining information can be improved convenient for the applied person. The employer and the projects management department can impalement the projects progress tracing and the application of institutionalization. The application effects are demonstrated that the management efficiency was increased by using the proposed system. © 2012 ieee.

关键词： Project management

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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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