Web Information Systems and Mining

Name: Web Information Systems and Mining | International Conference, WISM 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part I
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International Conference, WISM 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part I

Zhiguo Gong Xiangfeng Luo Junjie Chen Jingsheng Lei Fu Lee Wang(Editor)

Springer (Publisher)

Published on 25. September 2011

XXI, 450 pages

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978-3-642-23971-7 (ISBN)

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Content

Title page
Preface
Organization
Table of Contents
Applications of Web Information Systems
Research on Electromagnetic Wave Through-The-Earth Wireless Communication for Coal Mine Disaster
Introduction
Coal Mine Electromagnetic Wave Propagation Environment and Its Impact on Wireless Electromagnetic Wave Transmittance
General Characteristics of Rock of Coal Mine
The Earth Formation of the Electromagnetic Parameters
The Infection of Electromagnetic Parameters on Electromagnetic Wave Propagation
Antenna on Coal Mine Wireless Communication System
The Characteristics of Coal Mine Underground Communication Antenna[1]
Contrast Electric Antenna with Magnetic Antenna
Mine Wireless Communication System Transmitting Channel and Receive Channel Design
The Design of the Transmitting Channel
Receive Channel Design
Power Supply System Design
Summary
References
The Investigation of WEB Software System Based on Domain-Driven Design
Background of Investigation
Web Framework Based on Rich Domain Model
Controller Layer and View Layer
The Design of Domain Model
A Web Site Instance
System Modeling
The Details of Implement for Developing System
References
MediaCRM: Enabling Customer Relationship Management in the Broadcast
Introduction
Related Work
Collecting and Enriching User Information
Collection User Data
Enriching User Data
Architecture
Real-Time Path
Offline Path
Conclusions
References
Jordan Triple Multiplicative Maps on the Symmetric Matrices
Introduction
Main Results and Its Proof
References
International Collaborations in Brain-Computer Interface (BCI) Research
Introduction
Procedure
BCI Literature
Countries of Origin
BCI Researchers
BCI Research Collaborations
Journals Publishing BCI
Conclusions
References
A Classification of Cluster Validity Indexes Based on Membership Degree and Applications
Introduction
Previous Works and Traditional Cluster Validity Indexes
Classification of Cluster Validity Index Based on Membership Degree
Cluster Validity Indexes Fit for Crisp Cluster
Cluster Validity Indexes Fit for Fuzzy Cluster
Comparison of Typical Cluster Validity Indexes
Applications of Cluster Validation and CVAP
Introduction of CVAP
Clustering Process and Validation Process
Conclusion
References
Several Methods of Calculating the Distribution of Linear Combinations of Two-Dimensional Random Variables
Introduction
Main Results and Its Proof
The Distribution of the Linear Combination of Two-Dimensional Random Variables Z =aX+bY
The Concrete Method of Calculating Density Function of Z=aX+bY
References
Propagation in LHM Slab Loaded Rectangular Waveguide
Introduction
Fields Distribution in the Symmetrically Loaded Rectangular Waveguide
Propagation Characteristics
Conclusion
References
The Study of Images Emotion Based on fMRI
Introduction
Research Status
The Work of This Paper
The Acquirement of fMRI Data
Feature Selections
Feature Extraction
Classification
The Experimental Results
Conclusion
References
The Communication Protocol Design of Electro-Hydraulic Control System for Hydraulic Supports at Coal Mine
Introduction
Physical Channels of Information Transmission
The Physical Connection between Support Controllers
Power and Signal Isolation of Support Controller
Form of Signal Transmission
Data Transfer Protocol
Control Action of Support Controller
Classification of Control Commands
Data Information Transferred between Controllers
Data Transfer Protocol
For Example the Data Frame Format
Conclusion
References
Temperature Characteristics and Compensation Method of Capacitive Ice Layer Thickness Sensor
Introduction
Research Method
Temperature Characteristics Analysis of Capacitive Ice Layer Thickness Sensor
Temperature Compensation Circuit Design and Effect of Capacitive Ice Layer Thickness Sensor
The Conclusion
References
False Alarm Probability of the Digital Channelized Receiver Based CA-CFAR Detector
Introduction
Statistic Characteristics of Digital Channelized Receiver
False Alarm Probability of CA-CFAR Detector
False Alarm Probability in Practical Conditions
False Alarm Probability in Assumed Conditions
Simulation Results
Conclusion
References
Strong Solution of Initial-Boundary Value Problem for a Class of Nonlinear Thermoelastic Couple Beam Equations
Introduction
Existence of the Strong Solution
Uniqueness of the Strong Solution
References
Initial-Boundary Value Problem for Viscoelastic Rectangular Plate Equation
Introduction
Some Assumptions
The Existence and Uniqueness of Classical Solution
References
An Invariant Subspace Theorem for Sequentially Subdecomposable Operators
Introduction and Main Result
Preliminaries
Proof of the Main Result
References
The Genetic Algorithm in the Test Paper Generation
Introduction
The Operation of Genetic Algorithm [2]
The Coding of the Chromosome
The Initialization of the Population
The Intercross of the Chromosome
The Variation of the Chromosome
The Calculation of Adaptive Value of Function
The Application of the Genetic Algorithm
The Result of the Experiment
Conclusions
References
Applications of Web Mining
CDMA Mobile Internet User Behavior Analysis Based on RP Interface
Introduction
Related Works
Data Collection
Data Analysis
Duration Characteristics of Service Instance
Counts of Activated Users over Days of Week
Characteristics of Service Instances over Time of Day
Characteristics of Counts of Users, On-Line Durations and Counts of Service Instances
Trend of Growth of Users over Time
Cluster Users with k-Means Algorithm
Conclusions and Future Work
References
Personalizing Group Recommendation to Social Network Users
Introduction
Related Works
Group Recommender System Framework
Research Data Set
Extracting User Profiles
Identifying Main Users of Groups
Creating Personalized Group Recommender System
Results
Conclusion
References
A Novel Frequent Trajectory Mining Method Based on GSP
Introduction
Related Definitions
Gsp-Based Frequent Trajectory Mining Method
System Architecture
Data Preprocessing
Algrithms
Experiments and Analysis
Conclusion
References
Study of a Fuzzy Clustering Algorithm Based on Interval Value
Introduction
Analysis Methods Based on Interval Values
Existing Cluster Analysis Methods
The Cluster Analysis Methods Based on Interval Values
Application Analyses
Conclusion
References
The Influence of the Fourth-Order Dispersion Coefficient for the Information Transmission in Fiber
Introduction
High-Order Nonlinear Schrödinger Equation[3]
Conclusion
References
Distributed Systems
A Research of Resource Scheduling Strategy with SLA Restriction for Cloud Computing Based on Pareto Optimality M×N Production Model
Introduction
Related Researches
In Grid Computing, Conventional Resource Scheduling Strategies Are Listed as Follow
The Distinctionin Resource Scheduling Strategies between Clouds and Grids
Economic Based Cloud Bank Model
The Strength of Appling Economic Theory in Cloud Computing
Introduction of Cloud Bank
Applying Pareto Optimality Theory to Cloud Computing
Related Definitions
The Mathematical Model of This Problem
Proofing the Feasibility of the Hypothesis of This Problem
Solving Problem (A)
Infrastructure SLA in Clouds
Pareto Optimal-Based Resources Scheduling Strategy with SLA Restriction
About Experiment
Summary
References
A Distributed Processing Method for Design Patent Retrieval System
Introduction
Framework of the Distributed System
Key Module of Distributed Retrieval System
Distributed Processing Module
Load Balancing Module
Fault Tolerance Module
Experiment and Result
Experiment Setup
Single User Experiment
Multiple Users Experiment
Conclusion
References
An Adaptive Distribution Model for Multi-dimensional Data in Decentralized Environments
Introduction
Related Work
Overview of Our Model
Virtual Peer Cluster Model
Definition of Virtual Peer Cluster Model
Update Algorithm for Virtual Peer Clusters
The 3-Phase Search Algorithm for Multi-dimensional Data
Prototype and Experiments
The Prototype
Experiments
Conclusion
References
Research on SOA Business Process Disaster Tolerance Recovery Metho
Introduction
Related Work
SOA-Oriented High-Reliable Business System
Concepts of SOA Business Process
High-Reliable Business System Architecture
Bidirectional Dynamic Reconstruction Recovery Algorithm
Idea
Procedure
Example
Experiment and Result Analysis
Conclusion
References
Admission Control for WebServices in Enterprise Systems Using Expert Systems
Introduction
Admission Control Mechanism
Problem Statement
Naïve Bayes Method
Collecting Learning Data
Admission Control
Conclusion
References
An Improved Lookup Algorithm on Over-DHT Paradigm Based P2P Network
Introduction
Related Work
NUBL: Improved Lookup Algorithm Based on LIGHT
Analysis on Space Partition Tree
Illustrator of NUBL
Analysis on Complexity of NUBL
Evaluation
Conclusion
References
Maximizing the Lifetime of Daley-Tolerant Wireless Sensor Networks Using Fuzzy System
Introduction
Related Work
Proposed Method
Sink Locations Management
Sink Speed Adjustment
Simulation and Evaluation
Network Life Time
Residual Energy of Network
Variance of Energy in Each Round
Scalability
Increasing the Number of Sink Locations and Delay Tolerance Level
Conclusion
References
e-Government and e-Commerce
Structural Equation Modeling for Evaluating the Public Value of Service Delivery through e-Government: A Case Study from Sri Lanka
Introduction
Evaluating the Public Value of Public Service Delivery
A Conceptual Framework
Research Questions and Methodology
Data Analysis
Discussion of Findings
Conclusion
References
W-entropy Index: The Impact of the Members on Social Networks
Introduction
Shannon Entropy
The Definition of W-entropy Index
W-entropy Index Application in SINA and Tencent
W-entropy Index Application in e-Marketing of Micro-blog
Conclusion and Future Work
References
Improving Security of SET Protocol Based on ECC
Introduction
The Kerberos Protocol
ECC of Authentication Basis
Authentication and Message Integrity
Dual Signature
Payment Processing
Security Analysis
Conclusion
References
Geographic Information Systems
The Constrained Computing and Application for Intelligent Generalization of Settlements
Introduction
Constrained Models and Algorithms in Intelligent Generalization of Settlements
General Frame of Intelligent Generalization
Constrained Conditions in Intelligent Generalization of Settlements
The Realization of Constrained Calculation in Intelligent Generalization of Settlements
The Determination of Generalization Threshold
Simplification Models for Single Building
The Realization of Intelligent Generalization Using Least Squares Constrained Parameter Estimation
The Generalization Algorithm of Building
Merging of Algorithm of Building Groups
The Simplification and Displacement of Building
Intelligence Generalization of Building Groups
Conclusion
References
Integrating Landsat TM Imagery and See5 Decision-Tree Software for Identifying Croplands: A Case Study in Shunyi District, Beijing
Introduction
Description of the Study Area
Methodology
Data Sources and Preprocessing
Classification Method
See5 Decision-Tree Software
Derivation of Independent Variables
Results
Identified Croplands
Accuracy Assessment
Conclusion
References
Information Security
An Authenticated Key Exchange to Improve the Security of Shi et al. and Kim et al.'s Protocols
Introduction
Shi et al.'s Protocol
Known Key Security on Shi et al. Protocol
Kim et al.'s Protocol
Known Key Security and Other Drawback of Kim et al.'s Protocol
Improved Protocol Based on Symmetric Key and Hash Chain
Security Analysis
Conclusion
References
A Fast and Tolerant Voting Mechanism in Wireless Sensor Networks
Introduction
Related Works
A Fast and Tolerant Voting Mechanism
The Structure of WSN
The CDMA Technique in WSN
Election Procedure
Intrusion Detection and Recovery
Analysis of FTVM
Performance Measurements
Conclusions
References
The Strategy of Proactive-Reactive Intrusion Tolerance Recovery Based on Hierarchical Model
Introduction
Related Work
System Model
Recovery Method
Service Migration
Strategy of Proactive-Reactive Recovery Based on Hierarchical Model
Recovery Strategy of Hierarchical Model
Process-Level Recovery
Object-Level Recovery
Proactive-Reactive Hierarchical Recovery Strategy
Simulation Results
Recovery Time Comparation between System-Level and Process-Level
Recovery Time Comparation between System-level and Object-level
Conclusion and Future Work
References
A Network-Flow-Based Method for Embedding Rectification
Introduction
Previous Work
Notations and Basic Framework
Image Modeling
Message Coding
Embedding Operation
Embedding Rectification
Network-Flow Model for Embedding Rectification
State Transition Network
Transportation Problem in the Rectification Process
Experimental Result
Conclusion
References
An Approach of Authentication Base on Modified Digital Identity Metasystem in Service-Oriented Architecture
Introduction
Digital Identity Metasystem Framework
Framework of Traditional Identity Metasystem
Digital Identity Metasystem Framework Base on WCF and WCS
Digital Identity Metasystem Based Authentication Mechanism in SOA
Authentication Process of Traditional Identity Metasystem
Research of Security Mechinasm Base on WCF
Research of Authentication Mechanism in Modified Identity Metasystem Based on WCF and WCS
Trust Relationship Anaysis
Comparison
Conclusion
References
Defense against DNS Man-In-The-Middle Spoofing
Introduction
DNS Mechanism
Man-In-The-Middle Spoofing Attack
Artificial Neural Networks (ANN)
Related Work
The Proposed Technique
Analysis
Construction
Performance
Conclusion
References
Defensive Steganography: A Novel Way against Steganalysis
Introduction
Framework of Defensive Steganography
Standard Steganographic Systems
Steganalysis Detectors
Definitions of Steganographic Security
Inverse Additive Noise
Defensive Extension of Steganographic System
Case Study: Defensive LSB Matching
Blind Steganalysis Detectors Based on Histogram Characteristic Function (HCF) and It's Center of Mass (COM)
Breaking the Premises of Steganalysis Detectors
Experimental Result
Conclusion and Future Work
References
A New Privacy-Preserving Scheme DOSPA for SaaS
Introduction
Related Works
Meta-data Driven Data Chunk Based Storage Model
Privacy Protection Scheme for SPA
The Basic Scheme of DOSPA
Reconstruction of SPA
Security Analysis
Experiment
Conclusion and Future Works
References
Performance Evaluation of Digital Audio Watermarking Algorithm under Low Bits Rates
Introduction
Non-negative Matrix Factorization
Lifting Wavelet Transform
Audio Watermarking Algorithm
Experimental Results
Conclusion
References
An Anti-collusion Trust Model in P2P Networks
Introduction
Anti-collusion Trust Model
Main Thought
Recommended Trust Value
The Definition of Matrix D
The Definition of Global Trust Value
Convergence of Iteration of Global Trust Value
Distributed Implementations
The Storage of Trust Value and Implementation of Trust Management
Global Trust Value Algorithm
Experiments and Performance Analysis
Conclusions
References
An Alerts Correlation Technology for Large-Scale Network Intrusion Detection
Introduction
Data Fusion Model Based on Distributed IDS Alert Correlation
HSP-Growth Algorithm
Algorithm Ideas
The Algorithm Implementation
Generating Association Rules from Frequent Item Sets
Experiment Testing
Data Standardization
Aggregating Procedure
Correlation Analysis Process
Execution Time Test
Simulation Experiment Based on Snort
Conclusion
References
Dynamic Authorization of Grid Based on TrustMechanism
Introduction
System Design
The Framework
The Interaction of the Components
Trust Model
The Conception of Trust
Calculation of Trust Worthiness
Dynamic Authorization Model
Components of the Model
Definition of the Model
Analysis of the Result
Conclusion
References
Timestamp Based Authentication Protocol for Smart Card Using ECC
Introduction
ECC Authentication Schemes
Proposed Authentication Protocol
Initialization Phase
Login Phase
Session Key Generation Phase
Signature Generation and Verification Phase
Security Analysis
Performance Analysis
Conclusion
References
Data Privacy Preservation during Schema Evolution for Multi-tenancy Applications in Cloud Computing
Introduction
Related Works
Data Combination Privacy Preservation
Data Combination Privacy
Privacy Preservation
Privacy Preserving Cloud Data Evolution
Cloud Data Chunk Evolution Model
Privacy-Preserving Requirements Consistency
Shortest Privacy-Preserving Schema Evolution Path Search
Experiments
Conclusions
References
A Simple ($v, t, n$)-Fairness Secret Sharing Scheme with One Shadow for Each Participant
Introduction
Assumptions of the (v, t, n)-Fairness Secret Sharing Schemes
Review of the Hwang et al.'s (v, t, n)-Fairness Secret Sharing Scheme
The Simple (v, t, n)-Fairness Secret Sharing Scheme
Security Analysis and Discussions
Conclusions
References
An Encrypted Data-Transportation Method for Distributed System
Introduction
The Encrypted Data-Transportation Method
Generating the Logistic-Based Encryption Key
The Encryption Method for the Simulation Data
The Synchronization among Federators
Application and Analysis
Conclusions
References
Study on Grid Access Control Strategy Based on Trust and Security Grade
Introduction
Related Concepts
Grid and Grid Security
Basic Concepts
Grid Access Control Strategies Based on Trust and Security Grade
New Access Control Level
Grid Access Control Strategies
Discussion about Access Control Strategies of Grid Environment
Conclusions
References
Intelligent Networked Systems
Self-Adaptive QoS Control Mechanism in Cognitive Networks Based on Intelligent Service Awareness
Introduction
Cognitive Network Framework
Intelligent Service Awareness Using Multi-levels Traffic Classification
CN QoS Control Mechanism Based on Intelligent Service Awareness
QoS Control Architecture in Cognitive Networks
Self-adaptive QoS Control method Based on End-Link Collaboration
Conclusion
References
Robustness Promotion of High Speed Network Content Auditing Integrated System Based on Machine Learning Method
Introduction
Network Content Auditing System
Optimized Network Content Audit System
Load Balancing Based on Multithread and Multi-core
Load Balancing Based on Forward Analysis
Self-feedback
Summary
Conclusions
References
Diagnosis Method of Combing Feature Extraction Based on Time-Frequency Analysis and Intelligent Classifier
Introduction
Feature Extraction Method Based on Time-Domain Signals and Time-Frequency Signals
Time Domain Analysis
Wavelet Decomposition and Energy Calculation
Samples
The Composition of the Classifier and Its Training
Composition of the Classifier
Training Data Was Used to Train BP Neural Network
Paper Preparation
Conclusion
References
Performance Analysis of Sleep-Mode with Uplink/Downlink Traffics in IEEE 802.16m
Introduction
Operation Mechanism and System Model
Operation Mechanism
System Model
Queueing Model Analysis
Embedded Markov Chain
One-Step Transition Probabilities
Performance Measures
Energy Saving Rate
System Handover Ratio
Data Frame Mean Delay Time
References
LMI Conditions for Stability of Impulsive Stochastic Neural Networks with Unbounded Time-Varying Delays
Introduction
Preliminaries
Main Results
Conclusion
References
Queuing System M/M/1/T with Priority Dropping Packets Mechanism Based on Living Time
Introduction
Queuing System M/M/1/T with Priority Dropping Packets Mechanism Based on Living
Standard M/M/1/N Queuing System and Priority-Based M/M/1 Queuing System
M/M/1/T Queuing System
M/M/1/T Queuing System
Computing and Modeling
Conclusion
References
Author Index

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Web Information Systems and Mining

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