
Web Information Systems and Mining
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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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