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UML for Developing Knowledge Management Systems




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 11/2005
Edizione: 1° edizione





Note Editore

UML for Developing Knowledge Management Systems provides knowledge engineers the framework in which to identify types of knowledge and where this knowledge exists in an organization. It also shows ways in which to use a standard recognized notation to capture, or model, knowledge to be used in a knowledge management system (KMS).This volume enables knowledge engineers, systems analysts, designers, developers, and researchers to understand the concept of knowledge modeling with Unified Modeling Language (UML). It offers a guide to quantifying, qualifying, understanding, and modeling knowledge by providing a reusable framework that can be adopted for KMS implementation.Following a brief history of knowledge management, the book discusses knowledge acquisition and the types of knowledge that can be discovered within a domain. It offers an overview of types of models and the concepts behind them. It then reviews UML and how to apply UML to model knowledge. The book concludes by defining and applying the Knowledge Acquisition framework via a real-world case study.




Sommario

IntroductionNotes Knowledge Management Overview Knowledge Value Knowledge-Value Tree Knowledge Management Systems Knowledge AcquisitionKnowledge Acquisition ProcessWhat is Knowledge? Declarative Knowledge Declarative Knowledge LearningDeclarative Knowledge Representation Gathering Declarative KnowledgeMethods for Eliciting Declarative Knowledge Procedural KnowledgeProcess MapsProcess Defined Capturing Procedural KnowledgeDeclarative and Procedural KnowledgeDeclarative Knowledge and Procedural Knowledge DifferenceTacit Knowledge Varieties of Tacit Knowledge Tacit Knowledge and Explicit BeliefTacit Knowledge CaptureTacit Knowledge as a Source of Competitive AdvantageExplicit Knowledge Literature Capturing Explicit Knowledge for Knowledge Management Systems Business Value of Acquired KnowledgeProcess Knowledge and Concept Knowledge Process KnowledgeProcess Knowledge ApplicationsConcept Knowledge Functions of Concepts in Artificial Autonomous AgentsRepresentation of Concepts The Classical ViewNonclassical ViewsDiscussionThe Idea of a Composite StructureHow Should the Components be Represented?Case-Based Reasoning Case-Based Problem SolvingFundamentals of Case-Based Reasoning Methods Case-Based Reasoning Problem Areas Representation of Cases The Dynamic Memory Model Knowledge Modeling Concepts Instances Processes (Tasks, Activities)Attributes and ValuesRulesRelationships (Relations) Knowledge ObjectsKnowledge Base Object Review Common Problems Knowledge Models Network Diagrams Conditions, Actions, and Events Tables and GridsForms FramesTimeline Matrix Decision TreesUML - An Introduction A Brief History Use Case DiagramActor Relationships Activity Flow Diagram Statechart Diagram Collaboration DiagramClass Diagram Object Diagram Knowledge Modeling with UMLUML Applied to Knowledge ModelsUML to Create Knowledge Models Concept Map Process Map State Transition Network Decision TreesDefining a Knowledge Acquisition FrameworkKnowledge Acquisition WorkflowArchitecture DesignNotional Output to User Probing Questions Knowledge Acquisition Framework User Decomposing the Knowledge Acquisition Task Business Case: Department of Motor Vehicles ReportingSystemDMV Reporting System OverviewBusiness Scenarios Approach Applying Your Knowledge Framework Determine Domain Area Decompose the KnowledgeDetermine Interdependencies Recognize Knowledge Patterns Determine Judgments in Knowledge Perform Conflict Resolution Construct the Knowledge Management System DMV Knowledge Models Summary Establish Your Framework Knowledge ModelingBenefits Current Environment Knowledge Acquisition Tools AppendicesA Probing Questions B Glossary C References










Altre Informazioni

ISBN:

9780849327230

Condizione: Nuovo
Dimensioni: 9.25 x 6.125 in Ø 1.20 lb
Formato: Copertina rigida
Illustration Notes:57 b/w images and 26 tables
Pagine Arabe: 288


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