
Advances in Intelligent Systems and Interactive Applications
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
This edited book is based on the research papers presented at the 4th International Conference on Intelligent, Interactive Systems and Applications (IISA2019), held on June 28-30, 2019 in Bangkok, Thailand. Interactive intelligent systems (IIS) are systems that interact with human beings, media or virtual agents in intelligent computing environments. This book explores how novel interactive systems can intelligently address various challenges and also limitations previously encountered by human beings using different machine learning algorithms, and analyzes recent trends. The book includes contributions from diverse areas of IIS, here categorized into seven sections, namely i) Intelligent Systems; ii) Autonomous Systems; iii) Pattern Recognition and Computer Vision; iv) E-Enabled Systems; v) Internet & Cloud Computing; vi) Mobile & Wireless Communication; and vii) Various Applications. It not only presents theoretical knowledge on the intelligent and interactive systems but also discusses various applications pertaining to different domains.
More details
Other editions
Additional editions

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
- Author Index
System requirements
File format: PDF
Copy protection: Watermark-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Use the free software Adobe Reader, Adobe Digital Editions, or any other PDF viewer of your choice (see eBook Help).
- Tablet/Smartphone (Android; iOS): Install the free app Adobe Digital Editions or another reading app for eBooks, e.g., PocketBook (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Watermark-DRM, a „soft” copy protection. This means that there are no technical restrictions to prevent illegal distribution. However, there is a personalised watermark embedded in the eBook that can be used to identify the purchaser of the eBook in the event of misuse and to provide evidence for legal purposes.
For more information, see our eBook Help page.