Autorzy | |
Wydawnictwo | Springer, Berlin |
Data wydania | |
Liczba stron | 290 |
Forma publikacji | książka w twardej oprawie |
Język | angielski |
ISBN | 9789811996252 |
Kategorie | Programowanie komputerowe (CAD) |
This book not only presents the state-of-the-art research on knowledge modelling, knowledge retrieval and knowledge reuse, but also elaborates the Collaborative Knowledge Management (CKM) paradigm and the architecture for the next generation of knowledge management systems. Although knowledge management has been extensively studied, particularly in the fields of business management and engineering design, there is a lack of systematic methodologies for addressing the integrated and collaborative dimension of knowledge management during the collaborative process of designing and developing complex systems, products, processes and services. The rapid development of information technologies, together with their applications in engineering and management, has laid the foundation for a Collaborative Knowledge Management (CKM) paradigm. The book specifically discusses this paradigm from a computational perspective.
By exploring specific research findings underpinning further CKM research and applications and describing methods related to hot research topics and new research areas, the book appeals to professionals, researchers and graduate students who are interested in knowledge management and related topics and who have a basic understanding of information technologies, computational methods, and knowledge management.
Collaborative Knowledge Management Through Product Lifecycle: A Computational Perspective
Chapter 1: Knowledge management through product lifecycle
The role of knowledge management through product lifecycle
The essence of knowledge and its relationships with data and information
The forms and characteristics of different kinds of knowledge
The variety of knowledge needs in the modern context
Knowledge management methodologies
Chapter 2: The collaborative knowledge management paradigm
2.1 Collaboration and knowledge management in modern product development
2.2 Distinctive features of collaborative knowledge management
2.3 A computational system framework for collaborative knowledge management
2.4 The key methods involved in the framework
2.5 The key enabling technologies for the next-generation of CKM systems
Chapter 3: Knowledge modelling methods
3.1 The role of knowledge modelling in a knowledge management
3.2 General features and structure of a knowledge model
3.3 Different knowledge modelling methods
3.4 Integrated knowledge models
3.5 Knowledge modelling for collaborative knowledge management
Chapter 4: Advanced knowledge retrieval methods
3.1 Differences between information retrieval and knowledge retrieval
3.2 The structure of a knowledge retrieval tool
3.3 Keyword-based retrieval methods
3.4 Retrieval of structured knowledge
3.5 Semantic retrieval methods
3.6 Development of retrieval algorithms and methods
Chapter 5: Knowledge reuse in collaborative knowledge management
5.1 Different levels of knowledge reuse
5.2 Reuse of knowledge objects
5.3 Knowledge reuse in an effective community
5.4 Automatic recommendation of knowledge records
5.5 Knowledge reuse in collaborative knowledge management
Chapter 6: Discussion
6.1: Features of collaborative knowledge management
6.2: Key methods and techniques required for such a paradigm
6.3: Further development in collaborative knowledge management
6.4: Recommendations for researchers and practitioners