Machine Learning
Definition: Machine Learning ABB is a Technology service that enables the procedures for implementing algorithms and models that can learn from and make predictions on data
Source: European Comision-White paper on AI
Source reference: https://commission.europa.eu/system/files/2020-02/commission-white-pape…
Last modification: 2024-01-28
Identifier: http://data.europa.eu/dr8/MachineLearningTechnologyService
LOST view: Technical view - infrastructure
EIRA concept: eira:ArchitectureBuildingBlock
ABB name: eira:MachineLearningTechnologyService
Example: The following implementation is an example on how this specific Architecture Building Block (ABB) can be instantiated as a Solution Building Block (SBB): AI Whatch Artificial Intelligence in public administrations. https://publications.jrc.ec.europa.eu/repository/bitstream/JRC120399/jr…
Interoperability Saliency: Machine Learning ABB is salient for semantic interoperability because it refers to the generation of newer insights (knowledge) from public data to generate (i) new curated datasets and/or (ii) new public data assets based on the combination of other public data.
Interoperability Dimension: Structural IoP
Additional identifier: http://data.europa.eu/dr8/MachineLearningTechnologyService
EIF Layer: TechnicalInfrastructure
EIRA properties
| Namespace | URI |
|---|---|
| rdf: | http://www.w3.org/1999/02/22-rdf-syntax-ns# |
| skos: | http://www.w3.org/2004/02/skos/core# |
| dct: | http://purl.org/dc/terms/ |
| eira: | http://data.europa.eu/dr8/ |
| Property | Value |
|---|---|
| rdf:type | http://www.w3.org/2004/02/skos/core#Concept |
| skos:notation | Properties of Machine Learning |
| dct:identifier | http://data.europa.eu/dr8/MachineLearningTechnologyService_Properties |
| dct:identifier | http://data.europa.eu/dr8/MachineLearningTechnologyService |
| skos:prefLabel | Properties of Machine Learning |
| eira:PURI | http://data.europa.eu/dr8/MachineLearningTechnologyService |
| dct:type | eira:MachineLearningTechnologyService |
| dct:modified | 2024-01-28 |
| eira:synonym | |
| skos:definition | Machine Learning ABB is a Technology service that enables the procedures for implementing algorithms and models that can learn from and make predictions on data |
| eira:definitionSource | European Comision-White paper on AI |
| eira:definitionSourceReference | https://commission.europa.eu/system/files/2020-02/commission-white-paper-artificial-intelligence-feb2020_en.pdf |
| skos:example | The following implementation is an example on how this specific Architecture Building Block (ABB) can be instantiated as a Solution Building Block (SBB): AI Whatch Artificial Intelligence in public administrations. https://publications.jrc.ec.europa.eu/repository/bitstream/JRC120399/jrc120399_misuraca-ai-watch_public-services_30062020_def.pdf |
| eira:iopSaliency | Machine Learning ABB is salient for semantic interoperability because it refers to the generation of newer insights (knowledge) from public data to generate (i) new curated datasets and/or (ii) new public data assets based on the combination of other public data. |
| skos:note | |
| eira:concept | eira:ArchitectureBuildingBlock |
| eira:iopDimension | Structural IoP |
| eira:iopDimension | Behavioral IoP |
| eira:view | Technical view - infrastructure |
| eira:eifLayer | TechnicalInfrastructure |