SlideShare a Scribd company logo
1 of 13
Download to read offline
OPM OverviewOPM Overview
Daniel Garijo
Using as reference:
http://openprovenance.org/tutorial
Background
• OPM is the outcome of the Provenance
Challenge Series
• Specification Requirements• Specification Requirements
▫ Define the model in a precise, technologic agnostic
manner.
• Specificiation Non requirements
▫ OPM does not specify the internal representations
that systems have to adopt to store and
manipulate provenance internally.
• Based on a causal graph.
Nodes
• Artifact: Immutable piece of state, which may
have a physical embodiment in a physical object,
or a digital representation in a computer system.
• Process: Action or series of actions performed on
A
• Process: Action or series of actions performed on
or caused by artifacts, and resulting in new
artifacts.
• Agent: Contextual entity acting as a catalyst of a
process, enabling, facilitating, controlling,
affecting its execution.
P
Ag
Edges
P1 P2
wasTriggeredBy
A P
used(R)
A1 A2
wasDerivedFrom
AP
wasGeneratedBy(R)
Ag P
wasControlledBy(R)
Edge labels are in the past to express that these are used to describe past executions
Accounts
• Mechanism by which multiple descriptions of a
same execution can co-exist in a same OPM graph
• Different accounts may be provided by different• Different accounts may be provided by different
observers (or asserters)
• Accounts can overlap if they have some OPM
subgraph in common
• An account can be a refinement of another, if it
provides more details
▫ Support for hierarchical descriptions
• Accounts may be conflicting!
Provenance of Physical Objects
Another Account of a same Execution
Valid OPM Graphs
• WasDerivedFrom* is acyclic within one account
▫ Intuition: a data item cannot be derived from itself
▫ Note: cycles may exist in multiple accounts▫ Note: cycles may exist in multiple accounts
• An artifact can be generated by at most one
process in a given account
Concept of a Profile
• A specialisation of an OPM graph for a specific
domain or to handle a specific problem
• Note: profile multiplicity challenges inter-• Note: profile multiplicity challenges inter-
operability
• A profile has a unique identity
• Defines vocabulary, guidelines, expansion
guidance, serialisation format
OWL Ontology for OPM (OPMO)
Starting point for DC Task Group
Starting point for DC Task Group(1)
References
• FIS 2010 Tutorial of OPM:
http://openprovenance.org/tutorial
• OPM Ontology:• OPM Ontology:
http://openprovenance.org/model/opmo

More Related Content

What's hot

Ang ating pambansang kaunlaran
Ang ating pambansang kaunlaranAng ating pambansang kaunlaran
Ang ating pambansang kaunlaranAlice Bernardo
 
Isang libo’t isang gabi
Isang libo’t isang gabi Isang libo’t isang gabi
Isang libo’t isang gabi PRINTDESK by Dan
 
AP Aralin 2 (Sektor ng Agrikultura) Fourth Quarter
AP Aralin 2 (Sektor ng Agrikultura) Fourth QuarterAP Aralin 2 (Sektor ng Agrikultura) Fourth Quarter
AP Aralin 2 (Sektor ng Agrikultura) Fourth QuarterCj Obando
 
Aralin 2 Sektor sa Agrikultura
Aralin 2 Sektor sa Agrikultura Aralin 2 Sektor sa Agrikultura
Aralin 2 Sektor sa Agrikultura edmond84
 
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3rgerbese
 
Aralin 18 patakarang piskal
Aralin 18 patakarang piskalAralin 18 patakarang piskal
Aralin 18 patakarang piskalRivera Arnel
 
Aralin 25 kalakalang panlabas
Aralin 25 kalakalang panlabasAralin 25 kalakalang panlabas
Aralin 25 kalakalang panlabasRivera Arnel
 
Aralin 3 Sektor ng Industriya
Aralin 3 Sektor ng IndustriyaAralin 3 Sektor ng Industriya
Aralin 3 Sektor ng Industriyaedmond84
 
Purchasing power
Purchasing powerPurchasing power
Purchasing powerApHUB2013
 
Konsepto ng kontemporaryong isyu
Konsepto ng kontemporaryong isyuKonsepto ng kontemporaryong isyu
Konsepto ng kontemporaryong isyuFatimaEspinosa10
 
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYAN
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYANMga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYAN
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYANelectricmind
 
Aralin 2 Ang Konsepto ng Kakapusan
Aralin 2 Ang Konsepto ng KakapusanAralin 2 Ang Konsepto ng Kakapusan
Aralin 2 Ang Konsepto ng Kakapusanedmond84
 
Patakarang pananalapi konsepto ng patakarang pananalapi
Patakarang pananalapi  konsepto ng patakarang pananalapiPatakarang pananalapi  konsepto ng patakarang pananalapi
Patakarang pananalapi konsepto ng patakarang pananalapiNathaniel Vallo
 

What's hot (20)

Si Sisa (Noli Me Tangere)
Si Sisa (Noli Me Tangere)Si Sisa (Noli Me Tangere)
Si Sisa (Noli Me Tangere)
 
GNP and GDP
GNP and GDP GNP and GDP
GNP and GDP
 
Produksyon
ProduksyonProduksyon
Produksyon
 
Ang ating pambansang kaunlaran
Ang ating pambansang kaunlaranAng ating pambansang kaunlaran
Ang ating pambansang kaunlaran
 
Kontemporaryong isyu
Kontemporaryong isyuKontemporaryong isyu
Kontemporaryong isyu
 
Isang libo’t isang gabi
Isang libo’t isang gabi Isang libo’t isang gabi
Isang libo’t isang gabi
 
AP Aralin 2 (Sektor ng Agrikultura) Fourth Quarter
AP Aralin 2 (Sektor ng Agrikultura) Fourth QuarterAP Aralin 2 (Sektor ng Agrikultura) Fourth Quarter
AP Aralin 2 (Sektor ng Agrikultura) Fourth Quarter
 
balik aral.pptx
balik aral.pptxbalik aral.pptx
balik aral.pptx
 
Aralin 2 Sektor sa Agrikultura
Aralin 2 Sektor sa Agrikultura Aralin 2 Sektor sa Agrikultura
Aralin 2 Sektor sa Agrikultura
 
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3
Pag-iimpok at Pamumuhunan: Araling Panlipunan 9 Quarter 3
 
Aralin 18 patakarang piskal
Aralin 18 patakarang piskalAralin 18 patakarang piskal
Aralin 18 patakarang piskal
 
Aralin 25 kalakalang panlabas
Aralin 25 kalakalang panlabasAralin 25 kalakalang panlabas
Aralin 25 kalakalang panlabas
 
Aralin 3 Sektor ng Industriya
Aralin 3 Sektor ng IndustriyaAralin 3 Sektor ng Industriya
Aralin 3 Sektor ng Industriya
 
Purchasing power
Purchasing powerPurchasing power
Purchasing power
 
EsP 9-Modyul 13
EsP 9-Modyul 13EsP 9-Modyul 13
EsP 9-Modyul 13
 
Konsepto ng kontemporaryong isyu
Konsepto ng kontemporaryong isyuKonsepto ng kontemporaryong isyu
Konsepto ng kontemporaryong isyu
 
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYAN
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYANMga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYAN
Mga Batayan at Prinsipyo sa Pagtuturo ng MAKABAYAN
 
Patakarang pananalapi
Patakarang pananalapiPatakarang pananalapi
Patakarang pananalapi
 
Aralin 2 Ang Konsepto ng Kakapusan
Aralin 2 Ang Konsepto ng KakapusanAralin 2 Ang Konsepto ng Kakapusan
Aralin 2 Ang Konsepto ng Kakapusan
 
Patakarang pananalapi konsepto ng patakarang pananalapi
Patakarang pananalapi  konsepto ng patakarang pananalapiPatakarang pananalapi  konsepto ng patakarang pananalapi
Patakarang pananalapi konsepto ng patakarang pananalapi
 

Viewers also liked

Metadata Provenance
Metadata ProvenanceMetadata Provenance
Metadata ProvenanceKai Eckert
 
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...Ayobamidele Kalejaiye
 
The Fastest Way To Get A Business Started With Other People's Money!
The Fastest Way To Get A Business Started With Other People's Money!The Fastest Way To Get A Business Started With Other People's Money!
The Fastest Way To Get A Business Started With Other People's Money!Uzzal Hossain
 
Slide presentation opm
Slide presentation opmSlide presentation opm
Slide presentation opmpenuntut ilmu
 
Mobile Is Eating the World, 2016-2017
Mobile Is Eating the World, 2016-2017Mobile Is Eating the World, 2016-2017
Mobile Is Eating the World, 2016-2017a16z
 
Afro Latin and Popular Music for Grade 10 NTOT 2015
Afro Latin and Popular Music for Grade 10 NTOT 2015Afro Latin and Popular Music for Grade 10 NTOT 2015
Afro Latin and Popular Music for Grade 10 NTOT 2015Christine Graza-Magboo
 

Viewers also liked (9)

Opm lect 1
Opm lect 1Opm lect 1
Opm lect 1
 
Metadata Provenance
Metadata ProvenanceMetadata Provenance
Metadata Provenance
 
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...
Understanding OPM as an alternate finance Model.DCUBE CONSULTING.BizMastermin...
 
Website evaluation
Website evaluationWebsite evaluation
Website evaluation
 
The Fastest Way To Get A Business Started With Other People's Money!
The Fastest Way To Get A Business Started With Other People's Money!The Fastest Way To Get A Business Started With Other People's Money!
The Fastest Way To Get A Business Started With Other People's Money!
 
Slide presentation opm
Slide presentation opmSlide presentation opm
Slide presentation opm
 
Mobile Is Eating the World, 2016-2017
Mobile Is Eating the World, 2016-2017Mobile Is Eating the World, 2016-2017
Mobile Is Eating the World, 2016-2017
 
Afro Latin and Popular Music for Grade 10 NTOT 2015
Afro Latin and Popular Music for Grade 10 NTOT 2015Afro Latin and Popular Music for Grade 10 NTOT 2015
Afro Latin and Popular Music for Grade 10 NTOT 2015
 
Philippine Popular Music
Philippine Popular MusicPhilippine Popular Music
Philippine Popular Music
 

Similar to OPM Overview

Weaving aspects in PHP with the help of Go! AOP library
Weaving aspects in PHP with the help of Go! AOP libraryWeaving aspects in PHP with the help of Go! AOP library
Weaving aspects in PHP with the help of Go! AOP libraryAlexander Lisachenko
 
A Practical Guide to Selecting a Stream Processing Technology
A Practical Guide to Selecting a Stream Processing Technology A Practical Guide to Selecting a Stream Processing Technology
A Practical Guide to Selecting a Stream Processing Technology confluent
 
Alfresco Business Reporting - Tech Talk Live 20130501
Alfresco Business Reporting - Tech Talk Live 20130501Alfresco Business Reporting - Tech Talk Live 20130501
Alfresco Business Reporting - Tech Talk Live 20130501Tjarda Peelen
 
Integration strategies best practices- Mulesoft meetup April 2018
Integration strategies   best practices- Mulesoft meetup April 2018Integration strategies   best practices- Mulesoft meetup April 2018
Integration strategies best practices- Mulesoft meetup April 2018Rohan Rasane
 
DataONE Education Module 09: Analysis and Workflows
DataONE Education Module 09: Analysis and WorkflowsDataONE Education Module 09: Analysis and Workflows
DataONE Education Module 09: Analysis and WorkflowsDataONE
 
Object Oriented PHP Overview
Object Oriented PHP OverviewObject Oriented PHP Overview
Object Oriented PHP OverviewLarry Ball
 
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptx
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptxGetting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptx
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptxShams Pirzada
 
Diksha sda presentation
Diksha sda presentationDiksha sda presentation
Diksha sda presentationdikshagupta111
 
Data Pipelines with Python - NWA TechFest 2017
Data Pipelines with Python - NWA TechFest 2017Data Pipelines with Python - NWA TechFest 2017
Data Pipelines with Python - NWA TechFest 2017Casey Kinsey
 
Actions rules and workflow in alfresco
Actions rules and workflow in alfrescoActions rules and workflow in alfresco
Actions rules and workflow in alfrescoAlfresco Software
 
Agile specifications on agile projects
Agile specifications on agile projectsAgile specifications on agile projects
Agile specifications on agile projectsRoman Roelofsen
 
DevOps Introduction - Main Concepts Description
DevOps Introduction - Main Concepts DescriptionDevOps Introduction - Main Concepts Description
DevOps Introduction - Main Concepts DescriptionBrunoOliveira631137
 
Distributed Model Validation with Epsilon
Distributed Model Validation with EpsilonDistributed Model Validation with Epsilon
Distributed Model Validation with EpsilonSina Madani
 

Similar to OPM Overview (20)

Weaving aspects in PHP with the help of Go! AOP library
Weaving aspects in PHP with the help of Go! AOP libraryWeaving aspects in PHP with the help of Go! AOP library
Weaving aspects in PHP with the help of Go! AOP library
 
A Practical Guide to Selecting a Stream Processing Technology
A Practical Guide to Selecting a Stream Processing Technology A Practical Guide to Selecting a Stream Processing Technology
A Practical Guide to Selecting a Stream Processing Technology
 
Alfresco Business Reporting - Tech Talk Live 20130501
Alfresco Business Reporting - Tech Talk Live 20130501Alfresco Business Reporting - Tech Talk Live 20130501
Alfresco Business Reporting - Tech Talk Live 20130501
 
Integration strategies best practices- Mulesoft meetup April 2018
Integration strategies   best practices- Mulesoft meetup April 2018Integration strategies   best practices- Mulesoft meetup April 2018
Integration strategies best practices- Mulesoft meetup April 2018
 
DataONE Education Module 09: Analysis and Workflows
DataONE Education Module 09: Analysis and WorkflowsDataONE Education Module 09: Analysis and Workflows
DataONE Education Module 09: Analysis and Workflows
 
Man.ppt
Man.pptMan.ppt
Man.ppt
 
Object Oriented PHP Overview
Object Oriented PHP OverviewObject Oriented PHP Overview
Object Oriented PHP Overview
 
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptx
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptxGetting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptx
Getting_Started_with_Salesforce_Flow_for_Developers_(In-person_event)_.pptx
 
CPP19 - Revision
CPP19 - RevisionCPP19 - Revision
CPP19 - Revision
 
Diksha sda presentation
Diksha sda presentationDiksha sda presentation
Diksha sda presentation
 
Hibernate 1x2
Hibernate 1x2Hibernate 1x2
Hibernate 1x2
 
Hybernat and structs, spring classes in mumbai
Hybernat and structs, spring classes in mumbaiHybernat and structs, spring classes in mumbai
Hybernat and structs, spring classes in mumbai
 
Data Pipelines with Python - NWA TechFest 2017
Data Pipelines with Python - NWA TechFest 2017Data Pipelines with Python - NWA TechFest 2017
Data Pipelines with Python - NWA TechFest 2017
 
SAP ABAP Online Training
SAP ABAP Online TrainingSAP ABAP Online Training
SAP ABAP Online Training
 
Actions rules and workflow in alfresco
Actions rules and workflow in alfrescoActions rules and workflow in alfresco
Actions rules and workflow in alfresco
 
Agile specifications on agile projects
Agile specifications on agile projectsAgile specifications on agile projects
Agile specifications on agile projects
 
Dynamic modeling
Dynamic modelingDynamic modeling
Dynamic modeling
 
Datastage Online Training
Datastage Online TrainingDatastage Online Training
Datastage Online Training
 
DevOps Introduction - Main Concepts Description
DevOps Introduction - Main Concepts DescriptionDevOps Introduction - Main Concepts Description
DevOps Introduction - Main Concepts Description
 
Distributed Model Validation with Epsilon
Distributed Model Validation with EpsilonDistributed Model Validation with Epsilon
Distributed Model Validation with Epsilon
 

More from dgarijo

FOOPS!: An Ontology Pitfall Scanner for the FAIR principles
FOOPS!: An Ontology Pitfall Scanner for the FAIR principlesFOOPS!: An Ontology Pitfall Scanner for the FAIR principles
FOOPS!: An Ontology Pitfall Scanner for the FAIR principlesdgarijo
 
FAIR Workflows: A step closer to the Scientific Paper of the Future
FAIR Workflows: A step closer to the Scientific Paper of the FutureFAIR Workflows: A step closer to the Scientific Paper of the Future
FAIR Workflows: A step closer to the Scientific Paper of the Futuredgarijo
 
Towards Reusable Research Software
Towards Reusable Research SoftwareTowards Reusable Research Software
Towards Reusable Research Softwaredgarijo
 
SOMEF: a metadata extraction framework from software documentation
SOMEF: a metadata extraction framework from software documentationSOMEF: a metadata extraction framework from software documentation
SOMEF: a metadata extraction framework from software documentationdgarijo
 
A Template-Based Approach for Annotating Long-Tailed Datasets
A Template-Based Approach for Annotating Long-Tailed DatasetsA Template-Based Approach for Annotating Long-Tailed Datasets
A Template-Based Approach for Annotating Long-Tailed Datasetsdgarijo
 
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge GraphsOBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphsdgarijo
 
Towards Knowledge Graphs of Reusable Research Software Metadata
Towards Knowledge Graphs of Reusable Research Software MetadataTowards Knowledge Graphs of Reusable Research Software Metadata
Towards Knowledge Graphs of Reusable Research Software Metadatadgarijo
 
Scientific Software Registry Collaboration Workshop: From Software Metadata r...
Scientific Software Registry Collaboration Workshop: From Software Metadata r...Scientific Software Registry Collaboration Workshop: From Software Metadata r...
Scientific Software Registry Collaboration Workshop: From Software Metadata r...dgarijo
 
WDPlus: Leveraging Wikidata to Link and Extend Tabular Data
WDPlus: Leveraging Wikidata to Link and Extend Tabular DataWDPlus: Leveraging Wikidata to Link and Extend Tabular Data
WDPlus: Leveraging Wikidata to Link and Extend Tabular Datadgarijo
 
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...dgarijo
 
Towards Human-Guided Machine Learning - IUI 2019
Towards Human-Guided Machine Learning - IUI 2019Towards Human-Guided Machine Learning - IUI 2019
Towards Human-Guided Machine Learning - IUI 2019dgarijo
 
Capturing Context in Scientific Experiments: Towards Computer-Driven Science
Capturing Context in Scientific Experiments: Towards Computer-Driven ScienceCapturing Context in Scientific Experiments: Towards Computer-Driven Science
Capturing Context in Scientific Experiments: Towards Computer-Driven Sciencedgarijo
 
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...dgarijo
 
WIDOCO: A Wizard for Documenting Ontologies
WIDOCO: A Wizard for Documenting OntologiesWIDOCO: A Wizard for Documenting Ontologies
WIDOCO: A Wizard for Documenting Ontologiesdgarijo
 
Towards Automating Data Narratives
Towards Automating Data NarrativesTowards Automating Data Narratives
Towards Automating Data Narrativesdgarijo
 
Automated Hypothesis Testing with Large Scale Scientific Workflows
Automated Hypothesis Testing with Large Scale Scientific WorkflowsAutomated Hypothesis Testing with Large Scale Scientific Workflows
Automated Hypothesis Testing with Large Scale Scientific Workflowsdgarijo
 
OntoSoft: A Distributed Semantic Registry for Scientific Software
OntoSoft: A Distributed Semantic Registry for Scientific SoftwareOntoSoft: A Distributed Semantic Registry for Scientific Software
OntoSoft: A Distributed Semantic Registry for Scientific Softwaredgarijo
 
OEG tools for supporting Ontology Engineering
OEG tools for supporting Ontology EngineeringOEG tools for supporting Ontology Engineering
OEG tools for supporting Ontology Engineeringdgarijo
 
Software Metadata: Describing "dark software" in GeoSciences
Software Metadata: Describing "dark software" in GeoSciencesSoftware Metadata: Describing "dark software" in GeoSciences
Software Metadata: Describing "dark software" in GeoSciencesdgarijo
 
Reproducibility Using Semantics: An Overview
Reproducibility Using Semantics: An OverviewReproducibility Using Semantics: An Overview
Reproducibility Using Semantics: An Overviewdgarijo
 

More from dgarijo (20)

FOOPS!: An Ontology Pitfall Scanner for the FAIR principles
FOOPS!: An Ontology Pitfall Scanner for the FAIR principlesFOOPS!: An Ontology Pitfall Scanner for the FAIR principles
FOOPS!: An Ontology Pitfall Scanner for the FAIR principles
 
FAIR Workflows: A step closer to the Scientific Paper of the Future
FAIR Workflows: A step closer to the Scientific Paper of the FutureFAIR Workflows: A step closer to the Scientific Paper of the Future
FAIR Workflows: A step closer to the Scientific Paper of the Future
 
Towards Reusable Research Software
Towards Reusable Research SoftwareTowards Reusable Research Software
Towards Reusable Research Software
 
SOMEF: a metadata extraction framework from software documentation
SOMEF: a metadata extraction framework from software documentationSOMEF: a metadata extraction framework from software documentation
SOMEF: a metadata extraction framework from software documentation
 
A Template-Based Approach for Annotating Long-Tailed Datasets
A Template-Based Approach for Annotating Long-Tailed DatasetsA Template-Based Approach for Annotating Long-Tailed Datasets
A Template-Based Approach for Annotating Long-Tailed Datasets
 
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge GraphsOBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs
OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs
 
Towards Knowledge Graphs of Reusable Research Software Metadata
Towards Knowledge Graphs of Reusable Research Software MetadataTowards Knowledge Graphs of Reusable Research Software Metadata
Towards Knowledge Graphs of Reusable Research Software Metadata
 
Scientific Software Registry Collaboration Workshop: From Software Metadata r...
Scientific Software Registry Collaboration Workshop: From Software Metadata r...Scientific Software Registry Collaboration Workshop: From Software Metadata r...
Scientific Software Registry Collaboration Workshop: From Software Metadata r...
 
WDPlus: Leveraging Wikidata to Link and Extend Tabular Data
WDPlus: Leveraging Wikidata to Link and Extend Tabular DataWDPlus: Leveraging Wikidata to Link and Extend Tabular Data
WDPlus: Leveraging Wikidata to Link and Extend Tabular Data
 
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...
OKG-Soft: An Open Knowledge Graph With Mathine Readable Scientific Software M...
 
Towards Human-Guided Machine Learning - IUI 2019
Towards Human-Guided Machine Learning - IUI 2019Towards Human-Guided Machine Learning - IUI 2019
Towards Human-Guided Machine Learning - IUI 2019
 
Capturing Context in Scientific Experiments: Towards Computer-Driven Science
Capturing Context in Scientific Experiments: Towards Computer-Driven ScienceCapturing Context in Scientific Experiments: Towards Computer-Driven Science
Capturing Context in Scientific Experiments: Towards Computer-Driven Science
 
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...
A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Met...
 
WIDOCO: A Wizard for Documenting Ontologies
WIDOCO: A Wizard for Documenting OntologiesWIDOCO: A Wizard for Documenting Ontologies
WIDOCO: A Wizard for Documenting Ontologies
 
Towards Automating Data Narratives
Towards Automating Data NarrativesTowards Automating Data Narratives
Towards Automating Data Narratives
 
Automated Hypothesis Testing with Large Scale Scientific Workflows
Automated Hypothesis Testing with Large Scale Scientific WorkflowsAutomated Hypothesis Testing with Large Scale Scientific Workflows
Automated Hypothesis Testing with Large Scale Scientific Workflows
 
OntoSoft: A Distributed Semantic Registry for Scientific Software
OntoSoft: A Distributed Semantic Registry for Scientific SoftwareOntoSoft: A Distributed Semantic Registry for Scientific Software
OntoSoft: A Distributed Semantic Registry for Scientific Software
 
OEG tools for supporting Ontology Engineering
OEG tools for supporting Ontology EngineeringOEG tools for supporting Ontology Engineering
OEG tools for supporting Ontology Engineering
 
Software Metadata: Describing "dark software" in GeoSciences
Software Metadata: Describing "dark software" in GeoSciencesSoftware Metadata: Describing "dark software" in GeoSciences
Software Metadata: Describing "dark software" in GeoSciences
 
Reproducibility Using Semantics: An Overview
Reproducibility Using Semantics: An OverviewReproducibility Using Semantics: An Overview
Reproducibility Using Semantics: An Overview
 

Recently uploaded

Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceSamikshaHamane
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
MARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupMARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupJonathanParaisoCruz
 
Final demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxFinal demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxAvyJaneVismanos
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitolTechU
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
CELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxCELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxJiesonDelaCerna
 
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxRaymartEstabillo3
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Celine George
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfUjwalaBharambe
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17Celine George
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentInMediaRes1
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxsocialsciencegdgrohi
 

Recently uploaded (20)

Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in Pharmacovigilance
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
MARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupMARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized Group
 
Final demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxFinal demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptx
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptx
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
CELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxCELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptx
 
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media Component
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
 

OPM Overview

  • 1. OPM OverviewOPM Overview Daniel Garijo Using as reference: http://openprovenance.org/tutorial
  • 2. Background • OPM is the outcome of the Provenance Challenge Series • Specification Requirements• Specification Requirements ▫ Define the model in a precise, technologic agnostic manner. • Specificiation Non requirements ▫ OPM does not specify the internal representations that systems have to adopt to store and manipulate provenance internally. • Based on a causal graph.
  • 3. Nodes • Artifact: Immutable piece of state, which may have a physical embodiment in a physical object, or a digital representation in a computer system. • Process: Action or series of actions performed on A • Process: Action or series of actions performed on or caused by artifacts, and resulting in new artifacts. • Agent: Contextual entity acting as a catalyst of a process, enabling, facilitating, controlling, affecting its execution. P Ag
  • 4. Edges P1 P2 wasTriggeredBy A P used(R) A1 A2 wasDerivedFrom AP wasGeneratedBy(R) Ag P wasControlledBy(R) Edge labels are in the past to express that these are used to describe past executions
  • 5. Accounts • Mechanism by which multiple descriptions of a same execution can co-exist in a same OPM graph • Different accounts may be provided by different• Different accounts may be provided by different observers (or asserters) • Accounts can overlap if they have some OPM subgraph in common • An account can be a refinement of another, if it provides more details ▫ Support for hierarchical descriptions • Accounts may be conflicting!
  • 7. Another Account of a same Execution
  • 8. Valid OPM Graphs • WasDerivedFrom* is acyclic within one account ▫ Intuition: a data item cannot be derived from itself ▫ Note: cycles may exist in multiple accounts▫ Note: cycles may exist in multiple accounts • An artifact can be generated by at most one process in a given account
  • 9. Concept of a Profile • A specialisation of an OPM graph for a specific domain or to handle a specific problem • Note: profile multiplicity challenges inter-• Note: profile multiplicity challenges inter- operability • A profile has a unique identity • Defines vocabulary, guidelines, expansion guidance, serialisation format
  • 10. OWL Ontology for OPM (OPMO)
  • 11. Starting point for DC Task Group
  • 12. Starting point for DC Task Group(1)
  • 13. References • FIS 2010 Tutorial of OPM: http://openprovenance.org/tutorial • OPM Ontology:• OPM Ontology: http://openprovenance.org/model/opmo