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Conceptual graph

A conceptual graph (CG) is a formalism for knowledge representation. In the first published paper on CGs, John F. Sowa used them to represent the conceptual schemas used in database systems. The first book on CGs applied them to a wide range of topics in artificial intelligence, computer science, and cognitive science.

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Explore the main themes, entities and connections around Conceptual graph. Start with the topic map, then use the sections below for research and deeper semantic analysis.

Explore this topic

Start with a few of the strongest sections from the source topic. These are research directions, not a list of keywords you must use.

Topics to explore

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Overview

Research branches

Bibliography

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

Map overview Semantic statistics

Conceptual graph

Nodes32
Edges31
Triples63
Avg. degree1.94
Density0.0625
Components1

How this topic connects Entity context

See the strongest relationship patterns around the current topic before diving into the raw triples.

Conceptual graph

Top relations

related to Bibliography · 49
Conceptual graph → Addison-Wesley, Chein, Computational Foundations, Computer Science, Concept Graphs, Conceptual, Conceptual Graphs, Conceptual Structures, Data Base Interface, Dau, De' Giovanetti, Development, Graph-based Knowledge Representation, IBM Corp, IBM Journal, Information Processing, ISBN, Its Relationship, John, July
related to Diagrammatic calculus of logics · 5
Conceptual graph → Another, Charles Sanders Peirce, Dau, In, Sowa
related to External links · 5
Conceptual graph → Conceptual Graphs Home PageAnnual, DBLPConceptual Graphs, ICCS, John, Sowa's Website
related to Graphical interface for first-order logic · 4
Conceptual graph → CGIF, Conceptual Graph Interchange Format, In, ISO

Important terminology Word statistics

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

conceptual graph graphs reasoning knowledge logic representation john sowa research interface first-order graph-based model cgif concept gbkr computer science first

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Conceptual graphrelated to BibliographyLock-green0.60section
Conceptual graphrelated to BibliographyLock-gray-alt-20.60section
Conceptual graphrelated to BibliographyLock-red-alt-20.60section
Conceptual graphrelated to BibliographyWikisource-logo0.60section
Conceptual graphrelated to BibliographyChein0.60section
Conceptual graphrelated to BibliographyMichel0.60section
Conceptual graphrelated to BibliographyMugnier0.60section
Conceptual graphrelated to BibliographyMarie-Laure0.60section
Conceptual graphrelated to BibliographyGraph-based Knowledge Representation0.60section
Conceptual graphrelated to BibliographyComputational Foundations0.60section
Conceptual graphrelated to BibliographyConceptual Graphs0.60section
Conceptual graphrelated to BibliographySpringer0.60section

Related concept clusters Concept neighborhoods

These clusters group vocabulary that occurs around closely connected concepts in the source material.

    Connections between topic areas Semantic bridges

    Bridges can reveal useful research angles that are easy to miss in a flat list of related terms.

    Min side: 3
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