Advances in Intelligent Systems and Interactive Applications

Name: Advances in Intelligent Systems and Interactive Applications | Proceedings of the 4th International Conference on Intelligent, Interactive Systems and Applications (IISA2019)
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Proceedings of the 4th International Conference on Intelligent, Interactive Systems and Applications (IISA2019)

Fatos Xhafa Srikanta Patnaik Madjid Tavana(Editor)

Springer (Publisher)

1st Edition

Published on 16. November 2019

XIX, 845 pages

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978-3-030-34387-3 (ISBN)

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Content

Intro
4th International Conference on Intelligent and Interactive Systems and Applications (IISA2019)
Editorial
Acknowledgements
Contents
Intelligent Systems
Recognition of Voiceprint Using Deep Neural Network Combined with Support Vector Machine
Abstract
1 Introduction
2 Methods
3 Voiceprint Recognition Based on DBN-SVM
3.1 Experimental Procedures and Processes
3.2 Corpus Description and MFCC Extraction
3.3 DBN Training and Deep Feature Extraction
3.4 Experimental Result and Analysis
4 Conclusion
Acknowledgments
References
Research on Intelligent Patent Classification Scheme Based on Title Analysis
Abstract
1 Introduction
2 Topic-Based Patent Classification Scheme
2.1 The Process of Topic-Based Patent Classification Scheme
2.2 Results and Discussion
3 Title Word-Frequency-Based Patent Classification Scheme
3.1 The Process of Title Word-Frequency-based Patent Classification Scheme
3.2 Results and Discussion
4 Conclusions
References
Study on Intelligent Recognition Matching and Fusion Interaction Technology of Electrical Equipment Model
Abstract
1 Introduction
1.1 Background
1.2 Purpose and Significance
1.3 Overseas Research Levels
1.4 Domestic Research Levels
2 Solutions and Key Technologies
2.1 Power Equipment Model Identification
2.2 Panoramic Model and Background Real-Time Monitoring Data Fusion Interaction
2.3 Physical Device Model Overlay and Virtual Integration
2.4 Model Control Interaction
3 Conclusion
Acknowledgments
References
Deep Knowledge Tracing Based on Bayesian Neural Network
Abstract
1 Introduction
2 Related Works
3 BDKT
3.1 BDKT Input Data
3.2 BDKT Model Structure
3.3 BDKT Parameter Learning
4 Results and Discussion
4.1 BDKT Vs DKT
4.2 BDKT Parameter Randomness and Model Uncertainty
4.3 Relationship Between the Students' Behaviors
5 Conclusion
Acknowledgment
References
Co-simulation of Sub-frame of the Intelligent Fire Truck Based on SolidWorks and ANSYS Workbench
Abstract
1 Introduction
2 Main Technical Difficulties
2.1 The Connection Problem
2.2 Contact Settings
2.3 Meshing
3 Load Loading
4 Simulation Results
4.1 Static Simulation Without Impact Force
4.2 Static Simulation with Impact Force
4.3 Modal Analysis of the Overall Structure
5 Conclusion
Acknowledgments
References
Design of Framework on Intelligent Simulation and Test Platform for High Power Microwave Sources
Abstract
1 Introduction
2 Requirement Analyses
2.1 User Requirements
2.2 Functional Requirements
2.3 Interface Requirements
3 Frame Design
3.1 Development Language Selection
3.2 Design Model
3.3 Design Method
3.4 Computing Model
4 Technical Support
Acknowledgments
References
Design of Intelligent Meter Life Cycle Management System Based on RFID
Abstract
1 Introduction
2 Anti-collision Algorithm Processing of RFID Signal
3 Composition of the Life Cycle Management System
3.1 Cloud Platform Management System
3.2 RFID Intelligent Meter Storage System
3.3 RFID Smart Meter On-Site Data Copying System
4 Design of RFID Electronic Tag Antenna
5 Conclusion
Acknowledgements
References
Design of Single-Phase Intelligent Meter Based on RFID Semi Active Technology
Abstract
1 Introduction
2 Overall Design of Smart Meter
3 Hardware Design of Smart Meter
3.1 CPU Module
3.2 Metering Module
3.3 Communication Module
3.4 Clock and Storage Module
4 Software Design
4.1 Overall Structure of the Software
4.2 RFID Interface Design Based on Three-Tier Architecture
5 System Debugging
6 Conclusion
Acknowledgements
References
Research on Anti-fall Algorithms of Substation Intelligent Inspection Robot
Abstract
1 Introduction
2 Design of Inspection Platform
3 Ranging Principle of Binocular Camera
4 Application Principle of Anti-falling
5 Design and Analysis of Algorithms
6 Conclusion
References
Research and Application of Process Object Modeling Method Based on Deep Learning
Abstract
1 Introduction
2 DNN Deep Learning Algorithms
3 Modeling of DNN Deep Learning Network
3.1 Open-Loop Modeling Method Based on Multiple Inertial Filters
3.2 Closed-Loop Modeling Method Based on Two DNN Models
4 Conclusion
References
Performance Assessment of Smart Electricity Meters Based on Max Margin Bayesian Classifiers
Abstract
1 Introduction
2 Methodology
2.1 Feature Selection Based on Genetic Algorithm
2.2 Learning Max-Margin Bayesian Classifiers Based on Bagging Ensemble
2.3 Selecting Max Margin Bayesian Classifiers Subset Based on Clustering Algorithm
3 Experimental Results and Analysis
4 Conclusions and Future Works
References
Operating Performance Assessment of Smart Meters Based on Bayesian Networks and Convex Evidence Theory
Abstract
1 Introduction
2 The Proposed Methodology
2.1 Discretization
2.2 Training of Bayesian Networks from Historical Data of Smart Electricity Meters
2.3 Using the Convex Evidence Theory to Integrate the Assessment Results of Bayesian Networks
3 Experimental Results and Analysis
4 Conclusions and Future Works
Acknowledgments
References
Research on Object-Oriented Design Defect Detection Method Based on Machine Learning
Abstract
1 Introduction
1.1 Motivation
1.2 Related Work
2 Software Design Defects
2.1 Related Concepts
2.2 Related Definition
3 Design Defect Detection Method
3.1 Design Defect Detection
3.2 Feature Extraction
3.3 Design Defect Classifier Algorithms
3.4 Design Defect Detection Algorithms
4 Experiment and Evaluation
4.1 Experiment
4.2 Result Analysis
Acknowledgments
References
Design of Electromagnetic Energy-Saving Intelligent Vehicle
Abstract
1 Introduction
2 Principles of Operation
3 Test Results
4 Conclusion
Acknowledgments
References
New Energy Vehicle Reliability Research by Large Data
Abstract
1 Introduction
2 Reliability Analysis Theory
3 Acquisition of Automobile Fault Data
4 Calculation of Equivalent Fault Number Change Curve of Automobile in Different Mileage Ranges
4.1 Establishing the Curve of Vehicle Type Changing with the Number of Mileage Faults
4.2 Classification of Fault Hazard Degree
4.3 Calculation of Equivalent Fault Number Change Curve of Automobile in Different Mileage Ranges
5 Calculation of Reliability Evaluation Index of Vehicle Type
6 Establishment of Comprehensive Evaluation Model of Vehicle Type Reliability
7 Conclusion
References
One-Step Prediction for GM(1,1) with a Sliding Data Window
Abstract
1 Introduction
2 The GM(1,1) Model
3 Introducing the Sliding Data Window to GM(1,1)
4 The Requirements of Data Samples for GM(1,1)
5 Experimental Results
6 Conclusions
Acknowledgement
References
Evaluation on Well-Canal Combined Irrigation Modes for Cotton Fields in the South of Xinjiang, China Based on an Algorithm of Fuzzy Neutral Network
Abstract
1 Background
2 Flow and Steps of the Algorithm
2.1 Flow of Algorithm for Fuzzy Neural Network
2.2 Steps of the Algorithm
3 Mathematical Principles of the Algorithm
3.1 Principles of Fuzzy Mathematics and FNN
3.2 Fuzzy Function and FNN
4 Empirical Analysis
4.1 Prediction Image of Training Data Based on FNN Algorithm
4.2 Results
5 Conclusions
Acknowledgements
References
Grape Downy Mildew On-line Detection Based on Accurate Image Processing Method Preformed on Embedded Ambient Intelligence System
Abstract
1 Introduction
2 Intelligent Image Processing
2.1 Holistic Methods Organization Chart
2.2 Image Processing
2.3 Decrease of Disturbance of Leaf Vein
3 System Design
4 GDM Diagnose, Grading and Preventive Measures
5 Conclusion
Acknowledgments
References
An Improved Bisecting K-Means Text Clustering Method
Abstract
1 Introduction
2 Related Work
3 Data Processing
3.1 Corpus Acquisition
3.2 Data Extraction Using Word2Vec
3.3 Using TF-IDF to Select Feature Word Vector
4 The Improved Bisecting K-Means Text Clustering Method
4.1 Bisecting K-Means Clustering
4.2 Improved Bisecting K-Means Algorithm
5 Experimental Results Analysis
5.1 Experimental Process
5.2 Experimental Results
6 Conclusion
Acknowledgements
References
PLC-Based Control System Design of Intelligent and Efficient Multiple Parking Device
Abstract
1 Introduction
2 Structure and Principle of Intelligent and High Efficiency Multiple Parking Device
3 Design of Control System
4 Design of System Hardware
5 Design of System Software
5.1 The Initialization of System
5.2 The Procedure of Storage Car
5.3 The Rotation of Motor
6 Conclusion
Acknowledgement
References
Sparse Acceleration Algorithm Based on Likelihood Upper Bound
Abstract
1 Introduction
2 Acceleration Based on Likelihood Upper Bound Filtering
2.1 Sparse Expression Target Tracking
2.2 Observation Likelihood Upper Bound
2.3 Bounded Particle Resampling
3 Experimental Results and Analysis
3.1 Experimental Data and Algorithm Description
3.2 Evaluation Criteria
3.3 Analysis of Results
4 Summary
References
Optimization Design of Quad-Rotor Flight Controller Based on Improved Particle Swarm Optimization Algorithm
Abstract
1 Introduction
2 Dynamics Modeling of Quad-Rotor Aircraft
3 Design of Sliding Mode Controller for Quad-Rotor Aircraft
4 Improved Particle Swarm Optimization Algorithm
4.1 Particle Swarm Optimization (PSO)
4.2 Mean Particle Swarm Optimization Algorithm with Dynamic Adjustment of Inertia Weight (DIMPSO)
4.3 Parameter Optimization Steps
5 Simulation Experiment and Analysis
6 Conclusion
References
Autonomous Systems
Diversified Development Path of Cultural Exhibition Industry: Perspective of Service Value Chain
Abstract
1 Introduction
2 Theoretical Analysis
2.1 A Framework for Exhibition Value Chain
2.2 The Classification of Cultural Exhibition
3 Description of the Cultural Exhibition Value Chain
3.1 Value-Chain of the Cultural-Theme Exhibition Activities
3.2 Value-Chain of the Business Exhibition with Cultural Identity
3.3 Value-Chain of the Exhibitor's Culture Marketing Activities
3.4 Value-Chain of the Exhibition Activities Referring to Mega-Cultural Event
4 The Diversified Development Path for the Cultural Exhibition Industry
4.1 The Cultural Exhibition Driven by Culture Creativity
4.2 The Culture Exhibition Driven by Business Exhibition Updating
4.3 The Culture Exhibition Driven by Exhibitor Marketing
4.4 The Culture Exhibition Driven by Mega-Cultural Experience
5 Conclusion
Acknowledgments
References
Research on Text Classification Method Based on Word2vec and Improved TF-IDF
Abstract
1 Introduction
2 Introduction of Traditional TF-IDF
2.1 Traditional TF-IDF Calculation Method
2.2 The Deficiency of Traditional TF-IDF
3 Based on the Chi-Square Improved TF-IDF
3.1 Chi-Square Calculation Method
3.2 TF-IDF Based on Chi-Square Improvement
4 Based on the Word2vec Improved TF-IDF
4.1 Improved TF-IDF Combined with Word2vec
5 Experimental Results
5.1 Source of Experimental Data
5.2 Evaluation Indicators
5.3 Experimental Results
6 Conclusion
Acknowledgments
References
Research on Automatic Text Summarization Method Based on TF-IDF
Abstract
1 Introduction
2 Research Status
2.1 Extraction-Based Text Summarization
2.2 Abstraction-Based Summarization
3 TF-IDF
3.1 Definition
3.2 Method of Calculation
4 Experiment
4.1 Pretreatment
4.2 Calculation of TF-IDF Value
4.3 Calculate the Importance of a Sentence
5 Evaluation of Automatic Text Summarization
6 Conclusion
Acknowledgments
References
Evaluation Methods of English Advanced Pronunciation Skills Based on Speech Recognition
Abstract
1 Introduction
2 Corpus Preparation
2.1 Liaison Corpus Preparation
2.1.1 Liaison Rules Extraction
2.1.2 Liaison Corpus
2.2 Plosive Corpus Preparation
2.2.1 Plosive Extraction
2.2.2 Plosive Corpus
3 Evaluation
3.1 Evaluation of Liaison
3.1.1 Feature Engineering
3.1.2 Proposed System for Liaison Recognition
3.2 Evaluation of Plosive
3.2.1 Improvement of Lexicon (L.fst)
3.2.2 Improvement of Language Model (G.fst)
3.2.3 Improvement of HMM (H.fst)
4 Experiment Results and Analysis
4.1 Liaison
4.2 Plosive
5 Conclusion
Acknowledgments
References
An Agent-Based Simulation for Coupling Carbon Trading Behaviors with Distributed Logistics System
Abstract
1 Introduction
2 The Simulation Model
2.1 The Enterprise Agent
2.2 The Public Sector Agency Agent
2.3 The Shipper Agent
2.4 The Information Node Agent
3 Simulation Environment and Experiments
4 Results
5 Discussion
Acknowledgements
References
The ß Coefficient and Chow Stability Test of Chinese Foreign Trade Stocks Under the Sino-US Trade War
Abstract
1 Introduction
2 Model and Method
2.1 CAPM Model
2.2 ß Coefficient
2.3 Chow Stability Test
3 Empirical Test and Results
3.1 Data and Variable
3.2 Construction of ß Coefficient Model
3.3 Estimation of ß Coefficient
3.4 Chow Stability Test of ß Coefficient
4 Conclusion
References
Dynamical Behavior of an SVIR Epidemiological Model with Two Stage Characteristics of Vaccine Effectiveness and Numerical Simulation
Abstract
1 Introduction
2 Existence of Equilibria
3 Stability of Equilibria
4 Numerical Simulation
Acknowledgements
References
On Designs and Implementations of Service Request Composition Systems Using a Cooperative Multi-agent Approach
Abstract
1 Introduction
2 Background
2.1 Definite Clause Logic Program
2.2 Multi-layered Geospatial Service Systems
3 The Knowledge of SRC System as a Logic Program
4 SRC System as an Agent
4.1 SRC System Definition
4.2 Communication of SRC Agents
5 Conclusion and Further Discussion
Acknowledgments
References
A Method of Pointer Instrument Reading for Automatic Inspection
Abstract
1 Introduction
2 Proposal
2.1 Feature Extraction
2.2 Key Point Matching
2.3 Pointer Extraction
3 Experiments
4 Conclusion
Acknowledgments
References
Research on Data Processing Technology for Heterogeneous Materials Model
Abstract
1 Introduction
2 Background of Rapid Prototyping Technology
3 Data Processing Method for Heterogeneous Materials Model
3.1 STL Format File
3.2 Representation of Material Information in STL Files
3.3 Model Coloring
3.4 Model Visualization
3.5 Slices of Heterogeneous Material Model
4 Conclusion
5 Concluding Remarks
Acknowledgments
References
Trajectory Planning for the Cantilevered Road-Header in Path Correction Under the Shaft
Abstract
1 Introduction
2 Trajectory Planning and Movements Scheduling for the Road-Header
3 Trajectory Evaluation
4 Conclusion
Acknowledgments
References
Development of Intelligent Water Resources System Combined with Artificial Intelligence in Flood Forecasting
Abstract
1 Introduction
2 Traditional Flow Calculus Methods for Flood Forecasting
2.1 Introduction of Traditional Flow Calculus
2.2 Disadvantages of Traditional Flow Calculus
3 Application of Artificial Intelligence in Flood Forecasting
3.1 Genetic Algorithm and Neural Network Model
3.1.1 Combination of BP Neural Network and Genetic Algorithm
3.1.2 Advantages and Development of BP Neural Network and Genetic Algorithm
3.2 Expert System
4 Conclusion
Acknowledgments
References
Message Transmission-Driven Infectious Disease Propagation Model
Abstract
1 Introduction
2 Related Works
3 Message Transmission-Driven Infectious Disease Propagation Model
4 Test and Evaluation
5 Conclusion and Future Works
References
Robot Path Planning Method Based on Improved Double Deep Q-Network
Abstract
1 Introduction
2 Method Description
2.1 DQN Algorithm
2.2 Deep Q-Network
3 Proposed Algorithm
3.1 Improved Deep Q Network
3.2 Exploration Strategy
3.3 Resampling Optimization Mechanism
4 Experimental Results and Analysis
4.1 Simple Environment
4.2 Complex Environment
5 Conclusion
References
Characteristics and Evolution of Citation Distance Based on LDA Method
Abstract
1 Introduction
2 Materials and Methods
2.1 Data Source
2.2 Method
3 Analysis and Results
3.1 Research Framework
3.2 Trend of Average Citation Distance
3.3 Distribution of the Distances Between Citing and Cited Papers
4 Conclusions and Discussions
Acknowledgments
References
The Design Analysis of Campus Guide Sign System Based on the Comparison of Sino-Korea Colleges
Abstract
1 Introduction
2 College Sign Guidance System
3 Influencing Factors Analysis of Korean University Guide Sign System
3.1 Household Information Quality
3.2 Integrated Planning
3.3 Cultural Characteristics
4 Design Strategy Analysis of Korean University Guide Sign System
4.1 Reasonable Information Classification Strategy
4.2 Gestures Difficulty Level Test
4.3 Careful Characteristic Inheritance Strategy
5 Design Dimensions Analysis of Korean University Guide Sign System
5.1 Design University Guide Sign System from the Perspective of Information Interaction
5.2 Design University Guide Sign System from the Perspective of Visual Expression
5.3 Design University Guide Sign System from the Perspective of Characteristic Inheritance
6 Conclusion
Acknowledgement
References
Design and Implementation of Integrated Operation System for Business and Tourism of Super Large Power Companies
Abstract
1 Introduction
2 System Design
2.1 System Architecture
3 Main Functions and Core Technologies
3.1 Travel Service Module
3.2 Reimbursement Service Module
3.3 Intelligent Value-Added Service Module
3.4 Security Defense Service Module
4 Conclusion
References
Simulated Annealing in Talent Scheduling Problem
Abstract
1 Introduction
2 Talent Scheduling Problem
3 Project Solving Plan
3.1 Simulated Annealing
3.2 Neighbors and Steps
3.3 Annealing Procedure
4 Experiment Results
4.1 Results Comparison
4.2 Influence Parameters
5 Conclusion
Acknowledgement
References
Is He Angry or Happy? Recognizing Emotionally-Accented English Speech
Abstract
1 Introduction
1.1 Research Background
1.2 Research Questions
2 Research Methods and Data Collection
2.1 Subjects
2.2 Stimuli
2.3 Procedure
3 Results
3.1 Presentation of Experiment
3.2 Data Analysis and Results
4 Conclusions
References
Research on Combinatorial Feature of Total Ionizing Dose (TID) Effect on Interconnect
Abstract
1 Introduction
2 Theory Analysis
2.1 TID Model
2.2 Interconnect Preprocessing
2.3 Material Model and Setting
3 Experimental
4 Results and Discussions
5 Conclusion
Acknowledgments
References
Research on Modal Analysis of Lifting Mechanism of Traffic Cone Automatic Retracting and Releasing System
Abstract
1 Introduction
2 Theory of Modal Analysis
3 Extrinsic Motivators
3.1 Influence of Engine Vibration
3.2 Influence of Road Roughness
4 Modal Analysis of Lifting Mechanism
4.1 Three-Dimensional Model
4.2 Meshing
4.3 Boundary Conditions for Modal Analysis
4.4 The Solution Results of Modal Analysis
5 Conclusion
References
Research on Blockchain-Based Commercial Paper Financing in Supply Chain
Abstract
1 Introduction
2 Related Works
3 Design the Blockchain-Based Financing System
4 Design the Commercial Paper Financing Process Based on Blockchain
5 Conclusion
Acknowledgments
References
Efficient Subspace Clustering Based on Enhancing Local Structure and Global Structure
Abstract
1 Introduction
2 Related Work
2.1 Sparse Subspace Clustering
2.2 LRR and CLAR
2.3 Subspace Segmentation via Least Square Regression
3 Proposed Method: LSGS
3.1 Motivation
3.2 Optimization and Algorithm
4 Experimental Results
4.1 Synthetic Data
4.2 Face Clustering
4.3 Motion Segmentation
5 Conclusions
References
E-Enabled Systems
An Efficient Bridge Architecture for NoC Based Systems on FPGA Platform
Abstract
1 Introduction
2 Related Work
3 Bridge Architecture
4 Bridge with NoC
5 Results and Analysis
6 Conclusion
References
A Method for Acquiring Experiential Engineering Knowledge from Online Engineering Forums
Abstract
1 Introduction
2 Literature Review
3 Process of Experiential Engineering Knowledge Acquisition
3.1 Construction of Experiential Engineering Knowledge Ontology
3.2 Quality Evaluation of Empirical Q&a
3.3 Ontology Concept Mapping
4 Case Study
5 Conclusion
Acknowledgments
References
Concept, Method and Application of Computational BIM
Abstract
1 Introduction
2 Concept and Content of Computational BIM
2.1 Dynamo Has Three Prominent Features
2.2 Dynamo's Computational Design
2.3 Dynamo's Node
2.4 Dynamo's Common Nodes and User-Defined Nodes
3 Application of Dynamo in the BIM Model of Sunxihe Bridge
3.1 Introduction to the Sunxihe Bridge
3.2 Pre-treatment of Geological Data of the Sunxihe Bridge
3.3 Formation of 3D Solid
4 Conclusion
References
Research on Game Strategy of Information Sharing in Cross-Border E-commerce Supply Chain Between Manufacturers and Retailers
Abstract
1 Introduction
2 Construction of Evolutionary Game Model
2.1 Model Description and Assumptions
2.2 Constructing a Replication Dynamic Equation
3 Evolutionary Stability Strategy Analysis
3.1 Analysis of Evolutionary Stability Strategy for Information Sharing
3.2 Impact of Parameter Changes on ESS
4 Simulation Analysis
5 Conclusions and Recommendations
5.1 Influence Factors
5.2 Suggestions
Acknowledgments
References
Cross-Modal Multimedia Archives Information Retrieval Based on Semantic Matching
Abstract
1 Introduction
2 File Feature Extraction
2.1 Feature Extraction of Text Archives
2.2 File Feature Extraction of Graphic Images
3 Cross-Modal Multimedia Archives Retrieval Based on Semantic Matching
3.1 Bagging (Bootstrap Aggregating)
3.2 Semantic Matching
4 Experiment
4.1 Experimental Data Set and Environment
4.2 Experimental Analysis
5 Conclusion
Acknowledgments
References
Modeling and Simulation Analysis of Semi-active Oil and Gas Spring Characteristics
Abstract
1 Introduction
2 Damping Valve Structure Principle
3 Damping Adjustable Mathematical Modeling
3.1 Proportional Valve Flow Fitting
3.2 Damping Characteristic Analytical Calculation
3.3 Elastic Force Value of Semi-active Oil and Gas Spring
4 Comparison of Test and Simulation
5 Analysis of Influencing Factors
References
Effect of Service Supply Chain with Sensitive Demand Under the Dynamic Game
Abstract
1 Introduction
2 Model Description
3 Planning Equation
3.1 Incentive Contract
3.2 Agent's Expected Utility
3.3 Provider's Expected Utility
3.4 Planning Equation
4 Solution and Analysis of Equations
5 Reputation and Ratcheting Effect
5.1 Reputation Effect
5.2 Ratcheting Effect
Acknowledgments
References
Survey on Monitoring and Evaluation of Gas Insulation State in GIS
Abstract
1 Introduction
2 On-line Monitoring of Gas Insulation Status
2.1 UHF Partial Discharge Monitoring Technology
2.2 Gas Component Analysis Technology
2.3 Comprehensive Intelligent Analysis Technology
3 Intelligent Evaluation of Insulation Condition
3.1 Diagnostic Methods of Expert System
3.2 Fuzzy Comprehensive Evaluation Method
3.3 Artificial Intelligence Based State Assessment Method
4 Selection of Evaluation Indicators
4.1 Equipment Operating Environment Indicators
4.2 Gas Composition Index
5 Summary
Acknowledgments
References
Advance in Evaluation System Research of Internet Public Opinion
Abstract
1 Introduction
2 Quantitative Analysis of Document Form Characteristics
2.1 Research Journals, Subject Analysis
2.2 Organization, Author Analysis
3 Quantitative Analysis of Document Content Characteristics
3.1 Statistical Analysis of Keywords
3.2 Analysis of Mutation Words
3.3 Analysis of the Indicator of Internet Public Opinion Evaluation
4 Summary and Outlook
Acknowledgments
References
The Generalized Inverse of a Class of Block Matrix from Models for Flow in a Dual-Permeability System
Abstract
1 Introduction
2 Four by Four Block Matrix from the Dual-Permeability Flow in Porous Media
3 The Generalized Inverse of a Class of Two-by-Two Block Matrix
3.1 The Basic Concept of Inverse Matrices
3.2 Minus Inverse of a Two-by-Two Block Matrix
4 Generalized Inverse Solutions of a Class of Linear System
5 Conclusion
Funding
References
An Improved Method of Joint Extraction
Abstract
1 Introduction
2 Related Work
3 Model Framework
3.1 Text Representation Based on BERT
3.2 Sequence Annotation and Relationship Extraction
3.3 Sequence Patterns to Correct the Model Results
4 Experimental and Analysis
4.1 Experiment Setting
4.2 Experimental Results and Comparative Analysis
Acknowledgments
References
New Measurement Method of Three-Phase Voltage Unbalance Rate Based on DSOGI-PLL
Abstract
1 Introduction
2 The Design of Second Order Generalized Integrator (SOGI)
3 TPVUR Measurement System Based on DSOGI-PLL
4 Simulation and Results Analyses
5 Conclusions
References
Native Language Identification by English Stop VOT of Chinese, French and English Speakers
Abstract
1 Introduction
1.1 Research Background
1.2 Research Questions and Hypotheses
2 Experiment
2.1 Materials
2.2 Participants
2.3 Methods
3 Results
4 Conclusions
4.1 Research Findings
4.2 Limitations
References
Discussion on Enterprise Competitive Capability Based on Radar Chart Analysis-Taking "H V Company" as an Example
Abstract
1 Introduction
2 Related Concepts and Basic Theory
2.1 The Basic Theory of Enterprise Competitiveness
2.2 Introduction to Radar Chart Analysis
2.3 Application Steps of Radar Chart Analysis
3 Application of Radar Chart Analysis Method in Enterprise Competitive Capability Analysis-Taking "H V" as an Example
3.1 Basic Situation of "H V" Company
3.2 Discussion on the Competitiveness of "H V" Based on Radar Chart Analysis
3.3 Suggestions for the Improvement of the Competitiveness of "H V" Company
4 Conclusion
References
The Construction and Key Technologies Research of the Integration of EMS and DMS with Rush Repair Scheduling in Area Grid
Abstract
1 Introduction
2 The Concept of Integrative System
3 Research on the Mode of Deployment and Integration
3.1 Full Integration
3.2 Integration of Matching and Rescue
3.3 Integration of Allocation and Distribution
3.4 Comparison of Construction Models
4 Research on Key Technologies
4.1 Integrated Analysis and Application Technology of Main Distribution Network
4.1.1 Topology Analysis of the Main Distribution Network Integration Network
4.1.2 Main Distribution Network Integration Topology Coloring Research
4.1.3 Main Distribution Network Integration Load Transfer Analysis
4.2 Automatic Fault Diagnosis Technology Based on Battalion Data Integration
4.2.1 Fault Diagnosis Based on Scheduling OMS Blackout Plan Information
4.2.2 Fault Diagnosis Based on Power Distribution Automation Fault Blackout Information
4.2.3 Based on the Fault Diagnosis of the Power Information Collection System
Acknowledgments
References
Design of Sleeve Type Fruit Picking Device
Abstract
1 Introduction
2 Structure and Operating Principle of Fruit Picking Device of Sleeve Type
3 Force Analysis and Calculation of Picking Process of Sleeve Type Fruit Picking Device
4 Calculation and Analysis of Casing Wall Thickness and Selection of Materials
5 Conclusion
Acknowledgement
References
Skill Assessment Plagiarism Screening Based on Access Control System
Abstract
1 Introduction
2 Related Works
3 Design and Application of Plagiarism Screening Method Based on Access Control System
3.1 Requirements Analysis
3.2 Design Scheme
4 Summary
Acknowledgments
References
Crowd Density Estimation Based on the Improved Vibe Algorithm and a Noval Perspective Correction Method
Abstract
1 Introduction
2 Proposed Method
2.1 Geometric Correction for Pixel Size Normalization
2.2 Description of Our Method
3 Experiments for the Estimation of Crowd Densities
Acknowledgements
References
Research on Digital Twin Technology for Production Line Design and Simulation
Abstract
1 Introduction
2 Building and Fusion of Production Line Model
3 Virtual-Real Mapping and Real-Time Interaction Technology
4 Simulation and Verification Technology of Virtual Production Line
5 Conclusion
Acknowledgments
References
Deployment Optimization Algorithm of Brigade First-Aid Stations for Battlefield Rescue
Abstract
1 Introduction
2 Data Analysis of Combat Units and Brigade First-Aid Stations
3 Floyd Algorithm
4 Modeling of Jurisdiction Distribution of First-Aid Stations
4.1 Mathematical Modeling
4.2 Solution and Analysis of the Model
5 Modeling and Analysis of Number and Location of Additional First-Aid Stations
5.1 Optimization Model of the Number of Newly Added First-Aid Stations
5.2 Optimization Model of the Position of Newly Added First-Aid Stations
6 Conclusion
References
Cloud Computing, Mobile and Wireless Networking
Multiple Key Encryption (MKE) Technique: An Encryption-as-a-Service Delivery Model in Cloud Computing
Abstract
1 Introduction
2 Related Research Works
3 Preliminaries
3.1 Access Structure
3.2 Preprocessing
4 Encryption-as-a-Service in Cloud Computing Using New Cryptosystem MKE
4.1 Multiple Symmetric Key Encryption Algorithms
4.2 Algorithm
4.3 Key Generation
4.4 Decryption Algorithm
4.5 Illustration for the Proposed Algorithm
5 Results and Discussions
5.1 Experimental Results
5.2 Performance Analysis
5.3 Security Analysis
5.4 Comparative Analysis
6 Conclusion
Acknowledgement
References
DNS Proxy Caching Method for False Invoice Detection
Abstract
1 Introduction
2 Cache Storage and Retrieval Methods
3 Cache Update Replacement Method Based on Table Entry Probability
3.1 Principle of Probability Calculation
3.2 Probability Calculation Parameter Optimization
4 Conclusion
Acknowledgments
References
Research on Multi-source Data Fusion Technology Under Power Cloud Platform
Abstract
1 Introduction
2 Multi-source Data Fusion Architecture
3 Multi-source Data Fusion Method
4 Conclusion
Acknowledgment
References
Research on Task Allocation and Resource Scheduling Method in Cloud Environment
Abstract
1 Inrtoduction
2 Methods
2.1 Dynamic Programming Scheduling Algorithm (DPSA)
2.2 Task Allocation and Resource Scheduling Method in Cloud Environment
3 Experiments and Discussion
4 Conclusion
Acknowlegements
References
Impact of Human Factors in Cloud Data Breach
Abstract
1 Introduction
2 Methodology
3 Literature Review
4 Case Studies
5 Findings and Discussion
6 Conclusions and Further Research
References
Current Issues and Challenges of Security in IoT Based Applications
Abstract
1 Introduction
2 Security Requirements in IoT
3 Security Challenges in IoT
3.1 Mobility
3.2 Resource Limitation
3.3 Standardization
3.4 Heterogeneity
3.5 Scalability
3.6 Range of Attacks' Sources
4 Security Solutions for IoT
4.1 Secure the IoT Network
4.2 Authenticate the IoT Devices
4.3 IoT Data Encryption
4.4 IoT PKI Security Methods
4.5 IoT Security Analytics
4.6 IoT Application Programming Interface (API) Security Schemes
4.7 Develop Secured IoT Apps
5 Privacy and IoTs
6 Open Research Problems
7 Conclusion
References
An Improved Localization Algorithm Based on DV-Hop
Abstract
1 Introduction
2 DV-Hop Algorithm
3 Proposed Algorithm
4 Simulation
5 Conclusion
References
Simulation Study of the Improved Positive Feedback Active Frequency Shift Island Detection Method
Abstract
1 Introduction
2 Improved Active Frequency Shift Detection Based on Positive Feedback
2.1 Improved PFAFD Detection Method and Its Principle
2.2 Parameter Optimization for PFAFD Detection
3 Simulation Experiment of Improved PFAFD Detection Method
3.1 Simulation Model
3.2 Simulation Results and Analysis
Acknowledgments
References
Research on Framework Load Correlations Based on Automatic Data Extraction Algorithm
Abstract
1 Introduction
1.1 Application Background
1.2 Operating Conditions
1.3 Loads of Framework
2 Program Design of Automatic Extraction of Operating Conditions
2.1 The Basis of the Program Theory
2.2 Parameter Selection
2.3 Programming
2.4 Segmentation Results
3 Correlation Calculation
4 Calculation Results
5 Conclusion
Acknowledgments
References
SIP-Based Interactive Voice Response System Using FreeSwitch EPBX
Abstract
1 Introduction
2 Introduction of FreeSWITCH
2.1 The Basic Introduction of FreeSWITCH
2.2 Introduction to FreeSWITCH Communication Mechanism
3 Design of IVR System
3.1 Requirement Analysis
3.2 System Design
4 System Implementation
4.1 Implementation of Main Menu
4.2 Realization of Professional Introduction Function
4.3 Implementation of Teachers Introduction
5 Conclusion
Acknowledgements
References
Calligraphic Stylization Learning with Active Generation Networks
Abstract
1 Introduction
2 Active Generation Networks (AGN)
2.1 Active Generation Model
2.2 Optimization
3 Experiments
3.1 Training Details
3.2 Evaluation
4 Conclusion
Acknowledgments
References
A Low Power Consumption Locating Method of Wireless Sensor Network for Particle Impact Drilling Monitoring System
Abstract
1 Introduction
2 Analysis of Traditional Locating Method
3 Weighted Probability Centroid Locating Method
3.1 The Probability Distribution Function of Unknown Node
3.2 Weighted Probability Centroid Locating Algorithm
4 Simulation
5 Conclusion
References
High Level Design of Power Wireless Private Network Construction
Abstract
1 Introduction
2 PWPN Construction Necessity
3 Service Category
4 Architecture of PWPN
4.1 Frequency Selection
4.2 Security Strategy
4.3 Simplified Core Network
4.4 Coverage Improvement
5 Conclusion
Acknowledgments
References
MIMO Two-Way Relaying Networks with Carrier Offsets
Abstract
1 Introduction
2 The Model of System
3 Double Differential Modulation for MIMO Two-Way Relaying with CFO
3.1 OSTBC Based Double Differential Modulation
3.2 Double Differential Detection with CFO
4 Simulation Results
5 Conclusions
Acknowledgment
References
Research and Design of High Speed Data Transmission System Based on PCIE
Abstract
1 Introduction
2 Overall System Design
3 System Key Module Design
3.1 DDR3 Large-Capacity Cache Module Design
3.2 PCIE Bus Interface Module
4 Experimental Results and Analysis
5 Conclusion
Acknowledgments
References
Communication Base-Station Antenna Detection Algorithm Based on YOLOv3-Darknet Network
Abstract
1 Introduction
2 Base Station Antenna Detection Method of Mobile Communication Based on YOLOv3
2.1 Prediction of Antenna Boundary Frame
2.2 Multi-scale Prediction of the Antenna Bounding Box
2.3 Target Classification
3 Experimental Results and Analysis
3.1 Drone Target Antenna Detection Dataset
3.2 Experimental Settings
4 Conclusion
Acknowledgments
References
Applications
Comprehensive Evaluation on Influencing Factors of Inventory Financing Under the Background of Financial Deleveraging
Abstract
1 Introduction
2 Development Status of Inventory Financing
3 Analysis of Factors Affecting Inventory Financing
4 Using Analytic Hierarchy Process to Determine Index Weight
4.1 Constructing Hierarchical Structure of Evaluation Index
4.2 Establishing Judgement Matrix
4.3 Index Weight Determination and Consistency Check at All Levels
5 Making Comprehensive Evaluation of Influencing Factors by Fuzzy Comprehensive Evaluation Method
5.1 Determining the Evaluation Factors and Scale
5.2 Giving the Judgement Matrix
5.3 Comprehensive Evaluation
6 Conclusion
References
Study on Short-Term Load Forecasting Considering Meteorological Similar Days
Abstract
1 Introduction
2 Regression Analysis of Meteorological Factors Based on SPSS
2.1 Establishment of Multiple Regression Analysis Model
2.2 Analysis of the Influence of Meteorological Factors
2.3 Selection Method for Meteorological Similarity Days
3 Generation of Forecast Error Sampling and Compensation Value
3.1 Distribution of Forecast Error
3.2 Sampling the Forecast Error
3.3 Prediction Error Compensation Based on Volatility Analysis
4 Short-Term Load Forecasting Model Based on Error Correction
5 The Example Analysis
6 Conclusion
References
The Application of Computer Science in Chemical Engineering: Intelligent Solvent Selection in Liquid-Liquid Extraction Process
Abstract
1 Introduction
2 Simulation Process
3 Results and Discussion
4 Conclusion
Acknowledgements
References
The Complex System of Geographical Conditions and Its Hierarchical Regionalization Analysis
Abstract
1 Introduction
2 Materials and Methods
2.1 Study Area and Data Sources
2.2 Methods
3 Results and Discussion
3.1 The Coordination Degree of CSGC
3.2 The Pattern Analysis of Classification Index (D, P, S, I, R)
4 Conclusions
Acknowledgments
References
Solution to the Conformable Fractional System with Constant Variation Method
Abstract
1 Introduction
2 Definitions and Lemmas
3 Main Results
4 Examples
Acknowledgments
References
Homology Bifurcation Problem for a Class of Three - Dimensional Systems
Abstract
1 Preliminary Knowledge
2 Main Results
3 Theorem Proving
References
Experimental Research on Disyllabic Tone of Liangzhou Dialect in Gansu Province
Abstract
1 Introduction
2 Experimental Description
2.1 Pronunciation Partner
2.2 Experimental Equipment
2.3 Pronunciation Table
2.4 Data Extraction and Analysis
3 Experimental Result and Discussion
3.1 Experimental Result
3.2 Discussion of Result
4 Conclusion
Acknowledgments
References
Dynamic Variance Analysis of One-Dimensional Signal in Gaussian Noise Based on Recursive Formula
Abstract
1 Introduction
2 The Dynamic Recursion Formula of Variance
2.1 One-Step Recursive Calculation of Time-Varying Variance
2.2 Multi-step Recursive Calculation of Time-Varying Variance
3 Variance Analysis of Gaussian Noise
4 Conclusion
Acknowledgments
References
Database Watermarking Algorithm Based on Difference Expansion
Abstract
1 Introduction
2 Related Theory and Technology
2.1 Relevance Determines the Attribute Column to Be Embedded
2.2 Differential Extension Technique
3 Algorithm Process Description
3.1 Watermark Embedding Algorithm
3.2 Watermark Extraction and Data Recovery Process
4 Experimental Results and Analysis
4.1 Attack Experiment and Algorithm Robustness
4.1.1 Tuple Deletion Attack Experiment
4.1.2 Tuple Change Attack Experiment
4.1.3 Tuple Addition Attack Experiment
4.1.4 Tuple Sorting Attack Experiment
5 Conclusion
Acknowledgments
References
Optical Fiber Pressure Sensor Based on Corrugated Diaphragm Structure
Abstract
1 Introduction
2 Sensor Basic Structure
3 Sensor Principle
4 Sensor Design
5 Experimental Test
5.1 Calibration Experiment
5.2 Stability Test
5.3 Long-Term Environmental Testing
6 Conclusion
Acknowledgments
References
Operating Modal Analysis of the Turntable on a Working Road-Header Using DTCWT
Abstract
1 Introduction
2 Vibration Signal Acquisition
3 Signal Decomposition and Reconstruction Using DTCWT
4 Operating Model Analysis
4.1 ARMA Model
4.2 Modal Identification of the Turntable
5 Conclusion
Acknowledgments
References
Multi-objective Optimization Based on NSGA-II Algorithm for 3DP Process
Abstract
1 Introduction
2 Genetic Algorithm Improvement
2.1 Improved Adaptive Genetic Algorithm
2.2 Improved Double Sorting Genetic Algorithm
2.3 Multi-objective Genetic Algorithm Based on SD-NSGA-II
3 Example Analysis
3.1 Multi-Objective Optimization Model
3.2 Optimization Results and Discussion
4 Conclusion
Acknowledgments
References
Label Propagation Algorithm Based on Improved RA Similarity
Abstract
1 Introduction
2 Design of IRA-LPA Based on Improved RA Similarity
2.1 Improvement of RA Similarity Algorithm
2.2 Idea and Process of IRA-LPA
2.3 Analysis of IRA-LPA
3 Experiments and Results Analysis
4 Conclusions
Acknowledgments
References
Mechanical Modeling of Local Variable Load and Deform of Valve Slice
Abstract
1 Introduction
2 Physical Model of Throttle Valve
3 Valve Slice Flexural Deformation Derivation
4 Conclusions
References
Analysis of Hotspot Knowledge Graph of Chinese and Foreign Border Studies Since the 21st Century
Abstract
1 Introduction
2 Data Sources and Analysis Methods
2.1 Data Sources
2.2 Analytical Methods
3 Country Distribution of Border Studies
4 The Hot Topic Analysis of Border Research
4.1 The Homogeneity of Domestic and Foreign Border Research Hotspots
4.2 Analysis of Heterogeneity of Hotspot Research at Home and Abroad
5 Conclusions
Acknowledgments
References
Optimality Conditions for a Class of Major Constraints Nonsmooth Multi-objective Programming Problems
Abstract
1 Introduction
2 Definitions and Lemmas
3 Optimality Conditions (OC)
4 Conclusion
References
Study on Activated Carbon Fiber Reactivation Process
Abstract
1 Introduction
2 Experimental Section
3 Orthogonal Test
4 Results and Discussion
5 Summary and Conclusions
Project Number
References
Research on Semantic Composition of Smart Government Services Based on Abstract Services
Abstract
1 Introduction
2 Theories and Previous Literature
2.1 Previous Research on Service Composition
2.2 Application of AND/OR Graph in Service Composition
3 Abstract Services
3.1 Abstract Service Identification Methods and Examples
3.2 The Definition of Abstract Service in Smart Government
4 Smart Government Service Composition Method
4.1 Smart Government Service Composition Based on AND/OR Graph
4.2 Dependency Diagram of Abstract Services
4.3 Dependency Diagram of Abstract Services
4.4 Selection of Composition Scheme
5 Conclusion
Acknowledgments
References
Security Issues for Smart Grid EC System
Abstract
1 Introduction
2 PHY Authentication Method Based on CSI
3 PHY Authentication Methods Based on RFF
4 Conclusions
Acknowledgments
A Novel Smart Grid Model for Efficient Resources
Abstract
1 Introduction
2 The Proposed Novel Smart Grid Model
3 The Proposed Model and Its Using Case Scenario
4 Conclusions
Acknowledgments
References
The Idea of Deep Neural Network Algorithms Application in Sharing Economic Dynamic Value CO-creation Mechanism
Abstract
1 Introduction
2 Literature Review
3 Research Construction
3.1 Research Thinking
3.2 Around the Era Background of Shared Economy and the Latest Research Literature at Home and Abroad, the Specific Research Content Consists of Four Parts
4 Conclusion
Acknowledgements
References
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