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Models for Organizing and classifying Data and Information
Hospital
ASC
Medical Office
SNF
Urgent Care
Rehabilitation
Dialysis Center
Healthcare Provider
Individual
Otolaryngology
Radiology
Organization
Group
Hospital
Healthcare Provider
Individual
Trauma Surgery
Emergency Medicine
Organization
Hospital
Acute Care
Immobility
Exercise
Cognitive Impairment
Diet
Dementia
Vascular
Other Degenerative
List
Taxonomy
Thesaurus
Ontology
Related…
Type of…
Type of…
Syndromes
Diseases
Interventions
Type of…
Type of…
Type of…
Related…
Class of similar things…
Class of similar things…
Class of similar things…
Less Abstract
Less Flexible
More Abstract
More Flexible
Models for Organizing and classifying Data and Information
Less Organizing Power /Complexity /Abstraction More
List Taxonomy Thesaurus Ontology
Definition Finite list of
terms or
concepts
Classification of
terms or concepts
into related groups
based on common
factors
Classification of terms or concepts
into groups with hierarchical
(broader/narrower), associative (see
also) and equivalence (synonym)
relationships
Classification of things into
classes (groups of similar things)
with relationships between those
things and rules about how things
are classified and related.
Ambiguity reduction ✓ ✓ ✓ ✓
Synonym control ✓ ✓ ✓
Hierarchical relationships ✓ ✓ ✓
Associative relationships ✓ ✓
Classes ✓
Rules ✓
Examples Reference
Data, Drop
down lists
Tree Data Model,
Dewey Decimal
System
Entity-Relationship Data Model,
ICD-10 Thesaurus (Alphabetical
Index), Roget’s Thesaurus
Graph Data Model, Knowledge
Graph, Unified Modeling
Language, LOINC, SNOMED

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What is Taxonomy and Ontology.pdf

  • 1. Models for Organizing and classifying Data and Information Hospital ASC Medical Office SNF Urgent Care Rehabilitation Dialysis Center Healthcare Provider Individual Otolaryngology Radiology Organization Group Hospital Healthcare Provider Individual Trauma Surgery Emergency Medicine Organization Hospital Acute Care Immobility Exercise Cognitive Impairment Diet Dementia Vascular Other Degenerative List Taxonomy Thesaurus Ontology Related… Type of… Type of… Syndromes Diseases Interventions Type of… Type of… Type of… Related… Class of similar things… Class of similar things… Class of similar things… Less Abstract Less Flexible More Abstract More Flexible
  • 2. Models for Organizing and classifying Data and Information Less Organizing Power /Complexity /Abstraction More List Taxonomy Thesaurus Ontology Definition Finite list of terms or concepts Classification of terms or concepts into related groups based on common factors Classification of terms or concepts into groups with hierarchical (broader/narrower), associative (see also) and equivalence (synonym) relationships Classification of things into classes (groups of similar things) with relationships between those things and rules about how things are classified and related. Ambiguity reduction ✓ ✓ ✓ ✓ Synonym control ✓ ✓ ✓ Hierarchical relationships ✓ ✓ ✓ Associative relationships ✓ ✓ Classes ✓ Rules ✓ Examples Reference Data, Drop down lists Tree Data Model, Dewey Decimal System Entity-Relationship Data Model, ICD-10 Thesaurus (Alphabetical Index), Roget’s Thesaurus Graph Data Model, Knowledge Graph, Unified Modeling Language, LOINC, SNOMED