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OntoLearner

General Knowledge Domain Ontologies

Overview

The general_knowledge domain encompasses broad-scope ontologies and upper vocabularies designed for cross-disciplinary semantic modeling and knowledge representation. This domain focuses on providing foundational structures and standardized terminologies that facilitate interoperability and integration across diverse fields of study. Its significance lies in enabling consistent data interpretation and exchange, thereby enhancing the ability to derive insights and support decision-making processes in various academic and practical applications.

Ontologies

Ontology ID Full Name Classes Properties Last Updated
CCO Common Core Ontologies (CCO) 1539 277 2024-11-06
DBpedia DBpedia Ontology (DBpedia) 790 3029 2008-11-17
DublinCore Dublin Core Vocabulary (DublinCore) 11 0 February 17, 2017
EDAM The ontology of data analysis and management (EDAM) 3513 12 24.09.2024
GIST GIST Upper Ontology (GIST) 199 113 2024-Feb-27
IAO Information Artifact Ontology (IAO) 292 57 2022-11-07
PROV PROV Ontology (PROV-O) 39 50 2013-04-30
RO Relation Ontology (RO) 88 673 2024-04-24
SchemaOrg Schema.org Ontology (SchemaOrg) 3881 1485 2024-11-22
UMBEL Upper Mapping and Binding Exchange Layer (UMBEL) Vocabulary 99 42 May 10, 2016
YAGO YAGO Ontology (YAGO) N/A N/A April, 2024

Dataset Files

Each ontology directory contains the following files:

  1. <ontology_id>.<format> - The original ontology file
  2. term_typings.json - Dataset of term to type mappings
  3. taxonomies.json - Dataset of taxonomic relations
  4. non_taxonomic_relations.json - Dataset of non-taxonomic relations
  5. <ontology_id>.rst - Documentation describing the ontology

Usage

These datasets are intended for ontology learning research and applications.

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