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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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Research and application of the detection on duplicate web pages on campus search engine

Research and application of the detection on duplicate web p...

引用

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

作者： Gao, Yongbing Zhang, Fang Hao, Bin Gong, Wei School of Information Engineering Inner Mongolia University of Science and Technology Baotou Inner Mongolia China

ISBN: (纸本)9781467320054

At present, for some commercial purposes, general search engine can't satisfy timeliness, integrity of collected information and sort of results of campus network. It is necessary that various universities construct their own campus network search engine. In addition, information resources are reprinted between department websites, and users often get duplicate pages which have similar content in the search results pages. The necessity of constructing campus search engine is analyzed, and the detection algorithm which is tested in Nutch based on the longest paragraph and fingerprint is proposed. The analysis and experiments show that the algorithm efficiently reduces duplicate documents. It shows better ability of resistance noise, lower complexity of time and space, higher recall and accuracy. © 2012 ieee.

关键词： Search engines

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Price forecasting for agricultural products based on BP and RBF Neural Network

Price forecasting for agricultural products based on BP and ...

引用

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

作者： Zong, Jiajun 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 agriculture products market, the adaptive Radial Basis Function (RBF) Neural Network (NN) and Back Propagation (BP) NN are utilized to forecast the price of the agriculture products in this paper. Ten agriculture products, which extracted from Agricultural Bank of China at January, 2011 to December 2011, are selected to forecast the price about four weeks and compare the Mean Absolute Percentage Errors (MAPE) by RBF NN and BP NN respectively. Experiments demonstrate that the BP is better model which can get more than 99.6 percent accuracy than the RBF that can reduce the MAPE in the price forecast for the agriculture products market. Experiment results prove that this verdict is meaningful and useful to analyze and to research the price forecast in the agriculture products market. © 2012 ieee.

关键词： Backpropagation

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Distributed load balancing allocation of virtual machine in cloud data center

Distributed load balancing allocation of virtual machine in ...

引用

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

作者： Ma, Fei Liu, Feng Liu, Zhen Network Management Research Center Beijing Jiaotong University Beijing 100044 China Engineering Research Center of Network Management Technology for High Speed Railway Ministry of Education Beijing 100044 China

ISBN: (纸本)9781467320054

In cloud computing, the system should avoid wasting resources as a result of under-utilization and avoid lengthy response times as a result of over-utilization. Recent research has focused on the globally optimal solution in virtualized data centers. However, the globally optimal solution makes a lot of unnecessary migrations and cannot work in a large-scale cloud computing environment. In this paper, we propose a new model for distributed load balancing allocation of virtual machine in cloud data center using the TOPSIS method. Results show that our system can achieve better load balancing in a large-scale cloud computing environment with less VM migration. © 2012 ieee.

关键词： Virtualization

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Design of ground monitor and control system for UAV remote sensing based on World Wind

Design of ground monitor and control system for UAV remote s...

引用

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

作者： Zhang, Jianxia Yu, Tao Chen, Jiping Hou, Liying Diao, Jingjing Zhang, Yumeng School of Surveying and Land Information Engineering Henan Polytechnic University Jiaozuo 454000 China State Key Laboratory of Remote Sensing Science Institute of Remote Sensing Applications CAS Beijing 100101 China

ISBN: (纸本)9781467320054

In recent years, with the wide application of UAV, as an important component of the UAV system, ground monitor and control system for UAV is also in constant updates. In order to satisfy people with higher requirements of information timeliness, this paper introduces the design about ground monitor and control system for UAV remote sensing based on World Wind, whose functions include 3D GIS display and navigation, video image processing and visualization instrument. In order to meet the practical engineering application requirements, this software provides technical support with ground monitor and control system for UAV. © 2012 ieee.

关键词： Unmanned aerial vehicles (UAV)

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Wireless video streaming over Data Distribution service middleware

Wireless video streaming over Data Distribution Service midd...

引用

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

作者： Al-Madani, Basem Al-Roubaiey, Anas Al-Shehari, Taher Department of Computer Engineering King Fahd University of Petroleum and Minerals Dhahran Western Province Saudi Arabia

ISBN: (纸本)9781467320054

High-quality video transmission over wireless local area networks is one of the most challenging issues nowadays. The Data Distribution service (DDS) is a promising middleware that can be used for video distribution over WLANs. DDS has a rapid implementation in high-performance and mission-critical networks. This paper evaluates the performance parameters such as throughput and jitter when video transmission is introduced in a 802.11g networks using DDS. Furthermore, it investigates the DDS QoSs that affects video streaming over WLANs which is important when deploying end-to-end video streaming services with quality of service guarantee. © 2012 ieee.

关键词： Quality of service

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Distribute localization for wireless sensor networks using particle swarm optimization

Distribute localization for wireless sensor networks using p...

引用

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

作者： Lv, Jialiang Cui, Huanqing Yang, Ming Shandong Provincial Key Laboratory of Computer Network Shandong Computer Science Center 250014 China

ISBN: (纸本)9781467320054

Localization is one the key technologies of wireless sensor networks, and the problem of localization is always formulate as an optimization problem. Particle swarm optimization (PSO) is easy to implement and requires moderate computing resources, which is feasible for localization of sensor network. To improve the efficiency and precision of PSO-based localization methods, this paper proposes a distributed PSO-based method. Based on the probabilistic distribution of ranging error, it presents a new objective function to evaluate the fitness of particles. Moreover, it tries to localize as many unknown nodes as possible in a more accurate search space. Simulation results show that the proposed method outperforms previous proposed algorithms. © 2012 ieee.

关键词： Wireless sensor networks

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A personal item positioning system based on RFID technology

A personal item positioning system based on RFID technology

引用

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

作者： Hua, Mengyu Yang, Junkai Department of Telecommunications Engineering International School Beijing University of Posts and Telecommunications Road West 10 Haidian China

ISBN: (纸本)9781467320054

Traditional item positioning system is usually categorized into manual operation or database statistics due to the fact that these items are highly important and have large circulation. However, this method has low efficiency to manage core items and even cannot be useful in the real-time monitoring and the process of tracking to the goods. So we need to provide a method-RFID (Radio Frequency Identification) which has higher reliability and its writing and reading speed that are faster than before. The purpose of this paper is to design a feasible and efficient private item positioning and monitoring management system using RFID and corresponding computer software, the system has benefits such as high durability, strong penetration, a vast memory capacity, a multi-purpose card, miniature volume, simple operation. This system could be applied to a more widely area like archives, museum and library. © 2012 ieee.

关键词： Radio frequency identification (RFID)

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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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Analysis of reputation-based incentive mechanisms in ad hoc networks

Analysis of reputation-based incentive mechanisms in ad hoc ...

引用

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

作者： Yu, Kun Chen, Xiaobing Department of Computer Engineering Huaiyin Institute of Technology Huaian Jiangsu China

ISBN: (纸本)9781467320054

The incentive mechanisms based on reputation are often used to induce cooperation among selfish nodes in ad hoc networks. In those mechanisms nodes with lower reputation value will receive less benefit, which suffers from a new problem of second-ordered free riding. Refusing service request from bad nodes will increase the defector's own reputation, so refusing isn't a favorable choice. Mitigating this new selfish behavior is important to improve the cooperation in ad hoc networks and enhance system robustness. The paper discusses the second-ordered free-riding problem in incentive mechanism for packet forwarding in ad hoc networks and proposes a new scheme based on second-ordered reputation combining with a probabilistic service assignment rule. It is proved that the new scheme is available and cooperation can be built in various network settings. © 2012 ieee.

关键词： Ad hoc networks

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User preferences to attributes of books for personalized recommendation

User preferences to attributes of books for personalized rec...

引用

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

作者： Zhang, Guangqian Sun, Wei Institute of System Engineering Dalian University of Technology Dalian China

ISBN: (纸本)9781467320054

Personalized recommendation and user preference to books have aroused lots of attention both domestically and abroad and fruitful achievements have been made in this area. Nevertheless, the previous preference models mainly focus on the content of books and ignore the attribute of price of a book. In an actual book recommendation system, the price influences the consumers' buying behavior to a large extent and should be considered seriously. Based on the existing preference models, in addition to the attributes of the publisher, publishing date, discount, and the other consumers' reviews, this study takes the attribute of price into consideration to a particular book. The dummy variable regression method is employed to analyze the data mainly from Amazon. Through data analysis and investigation, this paper tries to explore the importance of its different attributes in the user preference to a book. In accordance with the data analysis, some suggestions are provided for book recommendation system design and relevant website modification. © 2012 ieee.

关键词： Recommender systems

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