Inproceedings,

Dynamic Context Integration through Modularized Ontologies and Semantic Blueprints

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5th International Workshop on Human-Agent Interaction Design and Models (HAIDM 2016), in conjunction with IJCAI 2016, (2016)

Abstract

Some recent approaches in context-aware systems deploy on-tologies to benefit from their expressive power and extensive availability within the World Wide Web. However, wide-ranging ontologies tend to grow into large and complicated constructs, thereby making them difficult to maintain or reason on. In this work, we present a lightweight system design that combines the advantages of minimal, distributed or modularized ontologies with the computational power of a state-of-the-art real-time interactive system. Therefore, we introduce a simple data-structure called blueprints, that describes various reasoning operations to allow the dynamic integration of domain-specific knowledge for time-critical tasks, e.g. in multi-agent systems. Following this concept, we formulate four major use cases which are described through exemplary problems and proposed solutions. The presented design aims at porta-bility and adaptability, while maintaining real-time capability.

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