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Open AccessJournal ArticleDOI

Ontology-based Context Modeling to Facilitate Reasoning in a Context-Aware System: A Case Study for the Smart Home

Robiul Hoque, +3 more
- 30 Sep 2015 - 
- Vol. 9, Iss: 9, pp 151-156
TLDR
This paper presents an ontology-based reusable generic context model for context-aware systems that provides a context vocabulary and structure for contexts and their semantics which are essential for reasoning.
Abstract
A context-aware system provides services based on the current context of the environment and user activities. So, context management and reasoning in context-aware systems are important tasks. A formal context model based on ontology can play a vital role in facilitating reasoning by formally representing domain knowledge. This paper presents an ontology-based reusable generic context model for context-aware systems. This model provides a context vocabulary and structure for contexts and their semantics which are essential for reasoning. We evaluate the effectiveness of this model for both ontology and rule-based reasoning in the smart home domain and the result we obtain is promising.

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Citations
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Journal ArticleDOI

The MOM of context-aware systems: A survey

TL;DR: This paper calls it the MOM of context-aware systems: generic and effective context Modeling, an efficient context Organization, and a robust context Middleware, and outlines the basic components required and essential for the same.
Journal ArticleDOI

A novel context-aware augmented reality framework for maintenance systems

TL;DR: An optimized framework is presented which combines context-awareness and AR for training and assisting technicians in maintaining equipment in an industrial context to improve field workers effectiveness and runs much faster in terms of run-time and performance.
Journal ArticleDOI

A Context-Aware Middleware for Context Modeling and Reasoning: A Case-Study in Smart Cultural Spaces

TL;DR: A context-awareness middleware system is presented, which integrates a proposed context model based on the adaptation and combination of the most prominent context categorization schemata and a hybrid reasoning procedure, which combines multiple techniques, is proposed and integrated.
Dissertation

Supporting the context life cycle in service-oriented computing

TL;DR: The context model and the architecture proposed in this PhD thesis are validated through different scenarios and use cases, highlighting their integration in SUPERSEDE (www.supersede.eu), a European project in the H2020 program for fulfilling some requirements of data acquisition and management demonstrating that the context life cycle is supported.
Journal ArticleDOI

Ontology-Based Context Event Representation, Reasoning, and Enhancing in Academic Environments

TL;DR: In this paper, an event-driven approach for context representation based on an ontological model is proposed, which considers five contexts as a modular perspective in the model: Person, time, physical space (location), network (resources to acquire data from the ambient), and academic events.
References
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Proceedings ArticleDOI

Towards a Better Understanding of Context and Context-Awareness

TL;DR: Some of the research challenges in understanding context and in developing context-aware applications are discussed, which are increasingly important in the fields of handheld and ubiquitous computing, where the user?s context is changing rapidly.
Book

Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce

Dieter Fensel
TL;DR: This second editionsystematically introduces the notion of ontologies to the non-expert reader and demonstrates in detail how to apply this conceptual framework for improved intranet retrieval of corporate information and knowledge and for enhanced Internet-based electronic commerce.
Proceedings ArticleDOI

Ontology based context modeling and reasoning using OWL

TL;DR: An OWL encoded context ontology (CONON) is proposed for modeling context in pervasive computing environments, and for supporting logic-based context reasoning, and provides extensibility for adding domain-specific ontology in a hierarchical manner.

An Ontology for Context-Aware Pervasive Computing Environments

TL;DR: An inference engine for reasoning with information expressed using the COBRA-ONT ontology and the ongoing research in using the DAML-Time ontology for context reasoning are described.
Journal ArticleDOI

An ontology for context-aware pervasive computing environments

TL;DR: The COBRA-ONT ontology as discussed by the authors is a collection of ontologies for describing places, agents and events and their associated properties in an intelligent meeting-room domain, expressed in the Web Ontology Language OWL.
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