An algorithm, implementation and execution ontology design pattern

A. Lawrynowicz, D. Esteves, P. Panov, T. Soru, S. Dzeroski, J. Vanschoren

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Abstract

This paper describes an ontology design pattern for modeling algorithms, their implementations and executions. This pattern is derived from the research results on data mining/machine learning ontologies, but is more generic. We argue that the proposed pattern will foster the development of standards in order to achieve a high level of interoperability among in silico scientific experiments. We describe the intent of the pattern, provide competency questions and the pattern formalization. We also present an example instantiation of the pattern in the machine learning domain.
Original languageEnglish
Title of host publicationISWC Workshop on Ontology and Semantic Web Patterns
Publication statusPublished - 1 Nov 2016
Event7th Workshop on Ontology and Semantic Web Patterns (WOP2016), 18th October 2016, Kobe, Japan - Kobe , Japan
Duration: 18 Oct 201618 Oct 2016
http://ontologydesignpatterns.org/wiki/WOP:2016

Workshop

Workshop7th Workshop on Ontology and Semantic Web Patterns (WOP2016), 18th October 2016, Kobe, Japan
Abbreviated titleWOP2016
Country/TerritoryJapan
CityKobe
Period18/10/1618/10/16
Internet address

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