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Wrede, Sebastian: An information-driven architecture for cognitive systems research. 2008
Inhalt
Software Integration in Cognitive Systems - A First Encounter
Cognitive Systems for Human-Machine-Interaction
Viewpoints on Software Architectures for Integrated Cognitive Systems
Research Questions, Objectives and Approach
Outline and Contributions
A Systems Perspective on a Cognitive Vision Project
The Project Perspective: The VAMPIRE Endeavour
Cognitive Vision - An Emerging Discipline
Modularity and Multiple Computation
Dynamic Coordination and Adaptation
From Sensorial to Symbolic Information
The VAMPIRE Project
The Human-In-The-Loop
The Visual Active Memory Concept
Summary
The Collaborative Perspective
The Scenario-Driven Research Process
Software Development and Scenario-Driven Research
Software Integration as Process
The Social Complexity of Integration
Collaboration and Usability Aspects
Mutual Understanding and Agreement
Summary
The Technological Perspective
The Consequences of Parallelism
Distributed Systems and Software Integration
The Role of Middleware
Requirements of Distributed Systems
The Relevance of Architecture
Modularity as a Key to Software Quality
Software Coupling and Granularity
Architectural Styles and Software Integration
Summary
Requirements and Architectures for Integration of Cognitive Systems
Synopsis of Requirements
Functional Aspects
Non-Functional Aspects
Implementation-specific and Economic Aspects
Software Architectures and Middleware for Cognitive Systems
Domain-specific Architectures
General Middleware Architectures
Evaluation of Selected Approaches
Object-oriented Middleware
Cognitive Vision Middleware
Cognitive Robotics Middleware
Conclusion
The Information-Driven Integration Approach
Adopting Event-Based System Models
The Manifesto of Information-Driven Integration
Strategic Aims
The Service-Oriented Viewpoint
The Event-Driven Perspective
Guide to the Reader
Document Model
Information-oriented Representation
XML Processing and Extensibility
Exploiting Reflection
Event Model
Event Metadata
Optimized Packaging of Binary Data
Domain Events
Observation Model
A Hybrid Subscription Model
Transformation-based Event Filtering
Notification Model
Implicit Invocation
Visibility and Scopes
Dynamic Dispatch of Event Notifications
Port-based Optimization
Summary
From Event-based to Cognitive Systems
Resource Model
Services, Interfaces, and Components
Naming Resources
The Federated Naming Service
Interaction Model
Connectors and Service Interfaces
Event-based Realization
Adaptation Patterns
Memory Model
Concepts
The ActiveMemory Architecture
Coordination Model
Formalizing Coordination with Petri Nets
Development, Analysis, and Execution
Domain Model
XML Type Libraries
Application Adapters for Computer Vision Tools
Application Specific Libraries
Summary
Experimental Evaluation
The VAMPIRE System
Augmented-Reality for Context-Aware Assistance
An Augmented-Reality Interface for Human-Machine Interaction
The Assistance Scenario
An Information-Driven Software Architecture
Functional View
Development View
Service View
Physical View
Interaction Scenarios
System Evaluation
Performance Considerations
User Studies
Conclusion
Interactive Cognitive Robots - A New Domain
The Cognitive Robot Companion
System Architecture
A Face Memory for a Sociable Robot
Interaction Scenario
An Anthropomorphic Robot for HRI Research
A Control Architecture for Manual Intelligence
Summary
Synopsis
Conclusion
Information-driven Integration in a Nutshell
Facilitating Collaborative Development
Insights and Observations
The Functional Viewpoint
The Collaborative Viewpoint
The Engineering Viewpoint
Some Answers and New Questions
Bibliography
List of Figures