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Nolte, Felix Reinold: Text to Process Model: Automating Process Model Creation from Text. 2021
Inhalt
Contents
Introduction
Motivation
Research Question and Goal
Thesis Structure
Foundations
Process Modeling and Knowledge Management
Basics of Business Process Modeling
Business Processes
Business Process Models
Business Process Modeling Languages
Imperative and Declarative Modeling
Business Modeling with Petri Nets
Quality of Business Process Models
Quality Frameworks and Guidelines
Quality Metrics
Knowledge Management via Models
Knowledge Management
Business Process Modeling in Knowledge Management
Model Generation and Transformation
Natural Language Processing
Fundamentals
Historical Development
Theoretical Foundations
Tasks and Challenges
Examples
Industry
Academia
Related Concepts
Related Implementations
Automated Model Creation from Text
Problem Specification
Related Work
Existing Approaches
Related Approaches
Challenges
Information Acquisition
Language Specifics
Petri Net and Horus Model Specifics
Modeling Conventions
Contribution
Context Description and Design
Horus Method
Horus Business Modeler
Horus Procedure Models
Concept
Objectives
Methods and Techniques
Reference Point to Contextual Knowledge Base
Transformation Approach
Implementation and Evaluation
Scope
Architecture
Pipeline
Input Requirements
Artifacts
Features
Natural Language Text Pre-Processing
Linguistic Feature Extraction
Model Element Mapping
Process Model Generation
Evaluation
Experimental Setup
Summary of Results
Discussion
Closing Remarks
Conclusions
Summary
Implications
Outlook
Bibliography
List of Abbreviations