BIGOWLAlgorithms
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BIGOWLAlgorithms

Release: 2022-07-14T09:00:00

Modified on: 2025-10-16T13:00:00
This version:
https://w3id.org/BIGOWLAlgorithms
Latest version:
https://w3id.org/BIGOWLAlgorithms
Authors:
Khaos Research
Publisher:
Khaos Research
Download serialization:
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License:
https://opensource.org/licenses/MIT
Visualization:
Visualize with WebVowl
Evaluation:
Evaluate with OOPS!
Cite as:
Khaos Research. BIGOWLAlgorithms. Retrieved from: https://w3id.org/BIGOWLAlgorithms
Provenance of this page
Ontology Specification Draft

Abstract

This is a placeholder text for the abstract. The abstract should contain a couple of sentences summarizing the ontology and its purpose.

Introduction back to ToC

This is a place holder text for the introduction. The introduction should briefly describe the ontology, its motivation, state of the art and goals.

Namespace declarations

Table 1: Namespaces used in the document
BIGOWLAlgorithms<https://w3id.org/BIGOWLAlgorithms/>
BIGOWLProblems<https://w3id.org/BIGOWLProblems/>
DMOP<http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#>
obda<https://w3id.org/obda/vocabulary#>
owl<http://www.w3.org/2002/07/owl#>
rdf<http://www.w3.org/1999/02/22-rdf-syntax-ns#>
rdfs<http://www.w3.org/2000/01/rdf-schema#>
schema<https://schema.org/>
terms<http://purl.org/dc/terms/>
vann<http://purl.org/vocab/vann/>
xml<http://www.w3.org/XML/1998/namespace>
xsd<http://www.w3.org/2001/XMLSchema#>

BIGOWLAlgorithms Ontology: Overview back to ToC

This ontology has the following classes and properties.

Classes

Object Properties

Annotation Properties

BIGOWLAlgorithms Ontology: Description back to ToC

This ontology covers all possible kinds. It has two main subclasses: DataMiningAlgorithm and OptimizationAlgorithm, which are used to distinguish between these two families of algorithms. The former is included in the form of equivalence with the class DM-Algorithm, which is linked from DMOP.

Cross-reference for BIGOWLAlgorithms Ontology classes, object properties and data properties back to ToC

This section provides details for each class and property defined by BIGOWLAlgorithms Ontology.

Classes

Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/Algorithm

has sub-classes
Data Analysing Algorithm c, Data Collection Algorithm c, Data Flow Algorithm c, Data Processing Algorithm c, Data Sink Algorithm c
is in domain of
solves op

Classification Modeling Algorithmc back to ToC or Class ToC

IRI: http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithm

has super-classes
Modeling Algorithm c
has sub-classes
Conv Net L S T M c, D T C c, K N N c, R F c, S V M c

Classification Predicting Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/ClassificationPredictingAlgorithm

has super-classes
Predicting Algorithm c
has sub-classes
Conv Net L S T M Predict c, D T C Predict c, K N N Predict c, R F Predict c, S V M Predict c

Classification Testing Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/ClassificationTestingAlgorithm

has super-classes
Testing Algorithm c
has sub-classes
Conv Net L S T M Testing c, D T C Testing c, K N N Testing c, R F Testing c, S V M Testing c

Conv Net L S T Mc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/ConvNetLSTM

has super-classes
Classification Modeling Algorithm c

Conv Net L S T M Predictc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/ConvNetLSTMPredict

has super-classes
Classification Predicting Algorithm c

Conv Net L S T M Testingc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/ConvNetLSTMTesting

has super-classes
Classification Testing Algorithm c

D T Cc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DTC

has super-classes
Classification Modeling Algorithm c

D T C Predictc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DTCPredict

has super-classes
Classification Predicting Algorithm c

D T C Testingc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DTCTesting

has super-classes
Classification Testing Algorithm c

Data Analysing Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DataAnalysingAlgorithm

has super-classes
Algorithm c
has sub-classes
Machine Learning Algorithm c

Data Collection Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DataCollectionAlgorithm

has super-classes
Algorithm c

Data Flow Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DataFlowAlgorithm

has super-classes
Algorithm c

Data Processing Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DataProcessingAlgorithm

has super-classes
Algorithm c
has sub-classes
Web Service Algorithm c

Data Sink Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/DataSinkAlgorithm

has super-classes
Algorithm c

K N Nc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/KNN

has super-classes
Classification Modeling Algorithm c

K N N Predictc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/KNNPredict

has super-classes
Classification Predicting Algorithm c

K N N Testingc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/KNNTesting

has super-classes
Classification Testing Algorithm c

Machine Learning Algorithmc back to ToC or Class ToC

IRI: http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithm

has super-classes
Data Analysing Algorithm c
has sub-classes
Modeling Algorithm c, Predicting Algorithm c, Testing Algorithm c

Modeling Algorithmc back to ToC or Class ToC

IRI: http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ModelingAlgorithm

has super-classes
Machine Learning Algorithm c
has sub-classes
Classification Modeling Algorithm c

Predicting Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/PredictingAlgorithm

has super-classes
Machine Learning Algorithm c
has sub-classes
Classification Predicting Algorithm c

R Fc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/RF

has super-classes
Classification Modeling Algorithm c

R F Predictc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/RFPredict

has super-classes
Classification Predicting Algorithm c

R F Testingc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/RFTesting

has super-classes
Classification Testing Algorithm c

S V Mc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/SVM

has super-classes
Classification Modeling Algorithm c

S V M Predictc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/SVMPredict

has super-classes
Classification Predicting Algorithm c

S V M Testingc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/SVMTesting

has super-classes
Classification Testing Algorithm c

Testing Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/TestingAlgorithm

has super-classes
Machine Learning Algorithm c
has sub-classes
Classification Testing Algorithm c

Web Service Algorithmc back to ToC or Class ToC

IRI: https://w3id.org/BIGOWLAlgorithms/WebServiceAlgorithm

has super-classes
Data Processing Algorithm c

Object Properties

solvesop back to ToC or Object Property ToC

IRI: https://w3id.org/BIGOWLAlgorithms/solves

has domain
Algorithm c
has range
Problem c

Annotation Properties

createdap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/created

creatorap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/creator

descriptionap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/description

licenseap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/license

modifiedap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/modified

preferred Namespace Prefixap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespacePrefix

preferred Namespace Uriap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespaceUri

publisherap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/publisher

rightsap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/rights

titleap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/title

Legend back to ToC

c: Classes
op: Object Properties

References back to ToC

Add your references here. It is recommended to have them as a list.

Acknowledgments back to ToC

The authors would like to thank Silvio Peroni for developing LODE, a Live OWL Documentation Environment, which is used for representing the Cross Referencing Section of this document and Daniel Garijo for developing Widoco, the program used to create the template used in this documentation.