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Table of Contents
Intro
Foreword
Preface
Contents
1 Introduction to Handbook on Artificial Intelligence-Empowered Applied Software Engineering-Vol. 2: Smart Software Applications in Cyber-Physical Systems
1.1 Editorial Note
1.2 Book Summary and Future Volumes
Bibliography for Further Reading
Part I Smart Software Applications in Scientific Document Processing
2 Detection, Extraction and SPN Representation of Pseudo-Algorithms in Scientific Documents
2.1 Introduction
2.2 Visual Detection of Pseudo-Codes in Documents
2.2.1 Extraction of Different Text Blocks in Documents
2.2.2 Pyramidal Image Representation
2.2.3 Decomposition and Classification of the Pseudo Code Sections
2.3 Learning
2.3.1 The Dataset
2.3.2 Evaluation of Learning Process
2.4 Translation of Algorithms to Graphs and SPNs
2.4.1 Generation of a Graph
2.4.2 Stochastic Petri Net Representation
2.5 Conclusion and Future Work
References
3 A Recommender Engine for Scientific Paper Peer-Reviewing System
3.1 Introduction
3.2 Related Works
3.3 Dataset and Feature
3.4 Methodology
3.4.1 Create Training Dataset
3.4.2 The Architecture of Recommender Engine
3.4.3 Final Recommendation Section
3.5 Result and Analysis
3.6 Conclusion(s)
References
Part II Smart Software Applications in Enterprise Modeling
4 Visualization of Digital-Enhanced Enterprise Modeling
4.1 Introduction
4.2 A Meta Model for Describing Value of Digital Service
4.3 Visualization Patterns
4.3.1 Service Definition Pattern
4.3.2 Value Proposition Pattern
4.3.3 Use Process Refinement pattern
4.4 Application Example
4.4.1 Healthcare Example
4.4.2 Application of Visualization Patterns
4.5 Discussions
4.5.1 Effectiveness
4.5.2 Novelty
4.5.3 Mapping to BMC
4.5.4 Limitation
4.6 Related Work
4.7 Conclusion
References
5 Know-linking: When Machine Learning Meets Organizational Tools Analysis to Generate Shared Knowledge in Large Companies
5.1 Introduction
5.2 State of the Art
5.2.1 Profiling
5.2.2 Organizational Tools Analysis
5.2.3 Indexing
5.3 Related Works
5.4 Know-linking Approach
5.4.1 Presentation
5.5 Environment Study
5.6 Know-linking in Aerospace Manufacturer
5.6.1 Technical Audit
5.6.2 Extracting Profiles
5.6.3 Generating Semantic Models for Each Profile
5.6.4 Hidden Semantic Links Between Profiles
5.6.5 Indexing Based Profiles
5.7 Conclusion and Future Work
References
6 Changes in Human Resources Management with Artificial Intelligence
6.1 Introduction
6.2 The Effect of AI in Human Resources Management
6.2.1 Recruitment Process with AI
6.2.2 Training Process with AI
6.2.3 Performance Assessment Process with AI
6.2.4 Talent Management Process with AI
6.2.5 Salary Management Process with AI
6.3 Conclusion
References
Part III Smart Software Applications in Education
Foreword
Preface
Contents
1 Introduction to Handbook on Artificial Intelligence-Empowered Applied Software Engineering-Vol. 2: Smart Software Applications in Cyber-Physical Systems
1.1 Editorial Note
1.2 Book Summary and Future Volumes
Bibliography for Further Reading
Part I Smart Software Applications in Scientific Document Processing
2 Detection, Extraction and SPN Representation of Pseudo-Algorithms in Scientific Documents
2.1 Introduction
2.2 Visual Detection of Pseudo-Codes in Documents
2.2.1 Extraction of Different Text Blocks in Documents
2.2.2 Pyramidal Image Representation
2.2.3 Decomposition and Classification of the Pseudo Code Sections
2.3 Learning
2.3.1 The Dataset
2.3.2 Evaluation of Learning Process
2.4 Translation of Algorithms to Graphs and SPNs
2.4.1 Generation of a Graph
2.4.2 Stochastic Petri Net Representation
2.5 Conclusion and Future Work
References
3 A Recommender Engine for Scientific Paper Peer-Reviewing System
3.1 Introduction
3.2 Related Works
3.3 Dataset and Feature
3.4 Methodology
3.4.1 Create Training Dataset
3.4.2 The Architecture of Recommender Engine
3.4.3 Final Recommendation Section
3.5 Result and Analysis
3.6 Conclusion(s)
References
Part II Smart Software Applications in Enterprise Modeling
4 Visualization of Digital-Enhanced Enterprise Modeling
4.1 Introduction
4.2 A Meta Model for Describing Value of Digital Service
4.3 Visualization Patterns
4.3.1 Service Definition Pattern
4.3.2 Value Proposition Pattern
4.3.3 Use Process Refinement pattern
4.4 Application Example
4.4.1 Healthcare Example
4.4.2 Application of Visualization Patterns
4.5 Discussions
4.5.1 Effectiveness
4.5.2 Novelty
4.5.3 Mapping to BMC
4.5.4 Limitation
4.6 Related Work
4.7 Conclusion
References
5 Know-linking: When Machine Learning Meets Organizational Tools Analysis to Generate Shared Knowledge in Large Companies
5.1 Introduction
5.2 State of the Art
5.2.1 Profiling
5.2.2 Organizational Tools Analysis
5.2.3 Indexing
5.3 Related Works
5.4 Know-linking Approach
5.4.1 Presentation
5.5 Environment Study
5.6 Know-linking in Aerospace Manufacturer
5.6.1 Technical Audit
5.6.2 Extracting Profiles
5.6.3 Generating Semantic Models for Each Profile
5.6.4 Hidden Semantic Links Between Profiles
5.6.5 Indexing Based Profiles
5.7 Conclusion and Future Work
References
6 Changes in Human Resources Management with Artificial Intelligence
6.1 Introduction
6.2 The Effect of AI in Human Resources Management
6.2.1 Recruitment Process with AI
6.2.2 Training Process with AI
6.2.3 Performance Assessment Process with AI
6.2.4 Talent Management Process with AI
6.2.5 Salary Management Process with AI
6.3 Conclusion
References
Part III Smart Software Applications in Education