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Information Modelling and Knowledge Bases XIV 1st Edition by Hannu Jaakkola, Hannu Kangassalo, Eiji Kawaguchi, Bernhard Thalheim ISBN 1586033182 9781586033187

Name: Information Modelling and Knowledge Bases XIV 1st Edition by Hannu Jaakkola, Hannu Kangassalo, Eiji Kawaguchi, Bernhard Thalheim ISBN 1586033182 9781586033187
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Authors:Jaakkola, Hannu. , Tags:Knowledge iS POWER , Author sort:Jaakkola, Hannu. , Comments:Comments:Knowledge iS POWER

SKU: EB-19700 Category: eBook PDF Tags: Bernhard Thalheim, Eiji Kawaguchi, Hannu Jaakkola, Hannu Kangassalo, Information Modelling

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Product details:
ISBN 10: 1586033182
ISBN 13: 9781586033187
Author: Hannu Jaakkola, Hannu Kangassalo, Eiji Kawaguchi, Bernhard Thalheim

This book includes the papers presented in the 12th European-Japanese Conference on Information Modelling and Knowledge Bases. The aim of this series of conferences is to provide research communities in Europe and Japan with a forum for the exchange of scientific results and experiences achieved using innovative methods and approaches in computer science and other disciplines, which have a common interest in understanding and solving problems on information modelling and knowledge bases, as well as applying the results of research to practice. The topics of research in this conference were mainly concentrating on a variety of themes in the domain of theory and practice of information modelling, conceptual modelling, design and specification of information systems, software engineering, databases and knowledge bases. We also aim to recognize and study new areas on modelling and knowledge bases to which more attention should be paid. Therefore philosophy and logic, cognitive science, knowledge management, linguistics and management science are relevant areas too.

Information Modelling and Knowledge Bases XIV 1st Edition Table of contents:

Part I: Advances in Information Modelling

Foundations of Information Modelling
- Theoretical Frameworks in Information Modelling
- Techniques for Modelling Complex Information Systems
- Formal Methods in Information Modelling
- Case Study: Applications of Information Modelling in Industry
Conceptual Modelling and Knowledge Representation
- Techniques in Conceptual Modelling
- Ontology-Based Information Models
- Semantic Networks and Their Use in Knowledge Representation
- Case Study: Semantic Web and Ontology Modelling
Temporal and Spatial Information Modelling
- Modelling Time and Space in Information Systems
- Approaches for Temporal Data Representation
- Spatial Databases and Geographic Information Systems (GIS)
- Case Study: Temporal and Spatial Modelling in Urban Planning

Part II: Knowledge Bases and Their Applications

Design and Development of Knowledge Bases
- Techniques for Building Knowledge Bases
- Knowledge Base Design Methodologies
- Tools for Knowledge Representation and Inference
- Case Study: Knowledge Bases in Healthcare Systems
Knowledge Acquisition and Machine Learning
- Knowledge Acquisition Techniques for Building Knowledge Bases
- Machine Learning Approaches in Knowledge Representation
- Integrating Knowledge Bases with AI and Data Mining
- Case Study: AI-Driven Knowledge Acquisition in E-Commerce
Applications of Knowledge Bases in Decision Support Systems
- Knowledge-Based Systems for Decision Making
- Intelligent Decision Support Systems (IDSS)
- Case Study: Decision Support in Financial and Healthcare Sectors

Part III: Modeling Techniques and Tools

Tools for Information and Knowledge Modelling
- Overview of Tools for Modelling Information Systems
- Software Frameworks for Knowledge Base Development
- Evaluating the Usability of Modelling Tools
- Case Study: Enterprise Resource Planning (ERP) Systems and Knowledge Tools
Multi-Agent Systems and Knowledge Representation
- The Role of Knowledge Representation in Multi-Agent Systems
- Techniques for Modeling Agent Interactions and Coordination
- Case Study: Knowledge Sharing in Collaborative Multi-Agent Systems
Knowledge Base Maintenance and Evolution
- Approaches for Maintaining and Updating Knowledge Bases
- Dealing with Knowledge Obsolescence and Inconsistencies
- Tools for Knowledge Base Evolution
- Case Study: Long-Term Knowledge Maintenance in Scientific Research

Part IV: Future Trends and Challenges

Advances in Information Modelling Methodologies
- Emerging Trends in Information Modelling
- The Impact of Big Data and Cloud Computing on Modelling Practices
- Innovations in Conceptual Modelling and Knowledge Representation
- Case Study: Modeling Complex Systems in Modern Enterprises
The Future of Knowledge Bases and Their Applications
- Knowledge-Based Systems in the Age of AI and Automation
- The Role of Knowledge Representation in Smart Cities and IoT
- Challenges in the Integration of Distributed Knowledge Systems
- Case Study: Future Directions in Knowledge Base Applications