Research Objects for improved sharing and reproducibility Dagstuhl Perspective Workshop on the intersection between Computer Sciences and Psychology Oscar Corcho @ocorcho, http://slideshare.net/ocorcho Ontology Engineering Group Universidad Politécnica de Madrid (and the Research Object community group)
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Research Objects for improved sharing and reproducibility
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Representation of the workflow aspects in protocols
implicit order in the instructions, following the input output structure.
SMART Protocols documentation
• SMART Protocols ontology is available here:
• http://vocab.linkeddata.es/SMARTProtocols/
• Giraldo O, García-Castro A, Corcho O. SMART
Protocols: SeMAntic RepresenTation for
Experimental Protocols. LISC2014
SMART Protocols in action
sp= smart protocols, ro= relation ontology
sp:experimental
protocol
sp:DNA extraction
protocol
sp:advantages
sp:sample
owl:subClassOf
rdf:type
sp:title of the protocol
sp:author entry
rdf:type
sp:hasAuthorsp:hasTitle
rdf:type
ro:partOf
ro:partOf
sp:applicationof the protocol
ro:partOf
rdf:type
rdf:type
SMART Protocols in action
The Research Method in different disciplines
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INPUT DATA SCIENTIFIC PROCEDURE EQUIPMENT
IN V
IVO
/VIT
RO
IN S
ILIC
O
Vocabularies and methodologies for representing and publishing workflows
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Interactive Browsing
(Pubby frontend)
Programatic access(external apps)
Wings workflow generation
OPM/PROVconversion
Publication Share Reuse
Core
Portal
WINGS on local laptop
Workflow Template
WorkflowInstance
PROVexport
Core
Portal
WINGS on shared host
Workflow Template
WorkflowInstance
PROVexport
Core
Portal
WINGS on web server
Workflow Template
WorkflowInstance
PROVexport
LinkedData
Publication
Users
Other
workflow
environments
RDF TripleStore
Workflow Provenance
Workflow PlanMethodology for workflow publishing
Repository of linked workflows:http://www.opmw.org/sparql
http://purl.org/net/p-plan
http://www.opmw.org/ontology/
Daniel Garijo and Yolanda Gil. 2011. A new approach for publishing workflows: abstractions, standards, and linked data. (WORKS '11). ACM, New York, NY, USA, 47-56.
Daniel Garijo and Yolanda Gil. Augmenting PROV with Plans in P-PLAN: Scientific Processes as Linked Data. In Proceedings of the 2nd International Workshop on Linked Science 2012, Boston, 2012.
Catalog of common independent workflow abstractions (motifs)
Data-oriented motifs: What kind of manipulations does the workflow have?
Workflow-oriented motifs: How does theworkflow perform its operations
Analysis from 260 different workflowsfrom 10 domains analyzed belonging to5 different workflow systems
http://purl.org/net/wf-motifs#
Daniel Garijo, Pinar Alper, Khalid Belhajjame, Oscar Corcho, Yolanda Gil, Carole Goble, Common motifs in scientific workflows: An empirical analysis, Future Generation Computer Systems, Volume 36, July 2014, Pages 338-351
Finding and evaluating common abstractions
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https://github.com/dgarijo/FragFlow
http://purl.org/net/wf-fd
Graph mining techniques
Workflow fragmentrepresentationand linkage
Workflow fragmentFiltering techniques
Daniel Garijo, Oscar Corcho, Yolanda Gil, Boris A.Gutman,Ivo D. Dinov, Paul Thompson, and Arthur W. Toga. FragFlow: Automated Fragment Detection in ScientificWorkflows. In The 10th IEEE International Conference on e-Science, Guaruja, 2014
• Carole Goble, José Manuel Gómez Pérez, Raúl Palma, Jun Zhao, Stian Soiland-Reyes, Khalid Belhajjame, José Enrique Ruíz, Marco Roos, Lourdes Verdes-Montenegro, Norman Morrison, Sean Bechoffer, Graham Klyne, Matt Gamble, and a large etcetera