JOURNAL ARTICLE

Knowledge representation for reasoning about devices

Abstract

A novel knowledge-representation methodology that imposes syntactic structure and semantic discipline on the knowledge base is presented. The representation is based on the semantic network formalism and extends its organization principles to the semantics of the stored knowledge. Knowledge is classified according to subject and is organized into an inheritance hierarchy. Domain and reasoning knowledge are separated. Stored knowledge becomes reusable and can be shared among applications. The presented methodology supports reasoning through classification, specialization, and instantiation.< >

Keywords:
Knowledge representation and reasoning Computer science Knowledge base Semantic network Formalism (music) Domain knowledge Semantics (computer science) Representation (politics) Model-based reasoning Commonsense knowledge Open Knowledge Base Connectivity Knowledge-based systems Artificial intelligence Hierarchy Natural language processing Knowledge management Programming language Personal knowledge management

Metrics

1
Cited By
0.00
FWCI (Field Weighted Citation Impact)
14
Refs
0.19
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

AI-based Problem Solving and Planning
Physical Sciences →  Computer Science →  Artificial Intelligence
Semantic Web and Ontologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Logic, Reasoning, and Knowledge
Physical Sciences →  Computer Science →  Artificial Intelligence

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