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1 SageCite Building a data citation demonstrator for bionetwork models
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Page 1: 1 SageCite Building a data citation demonstrator for bionetwork models.

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SageCite

Building a data citation demonstrator for bionetwork models

Page 2: 1 SageCite Building a data citation demonstrator for bionetwork models.

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Problem ?

Opportunity….

Global coherent science requires multiple data contributors in a Federation / commons.

How to incentivise data sharing?

Data citation provides attribution and credit associated with publication…..

Page 3: 1 SageCite Building a data citation demonstrator for bionetwork models.

• Requirements for citing bionetwork models

• Demonstrate a solution • Testbed: GEO

microarray data

Page 4: 1 SageCite Building a data citation demonstrator for bionetwork models.

Mapping data pipelines

• Lab visits and interviews• Develop Use Cases

• Identify citation points

Page 5: 1 SageCite Building a data citation demonstrator for bionetwork models.

Sage bionetwork modelling process

• Actual values in data sets are validated for quality to check for experimental artifacts

Statistical QC

Validated & curateddata sets

Curateddata sets

Page 6: 1 SageCite Building a data citation demonstrator for bionetwork models.

Modelling process as workflows

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Statistical

QC

Validated & curateddata sets

Curateddata sets

• Shows steps in process• Executable• Reproducible• Citation of results

Page 7: 1 SageCite Building a data citation demonstrator for bionetwork models.

DataCite sagecitedemorepository

DataPro

duces

Regist

er

Generate landing page for data

DOIsDOIsDOIsDOIsMint

DataCite API Google API

Resolve to landing page

Taverna workflow

The relationships between data via DataCite DOIs with tools are captured by the provenance (OPM) produced by Taverna

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2

3 4

5

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Workflowmetadata

Page 8: 1 SageCite Building a data citation demonstrator for bionetwork models.

Sharing and citation of workflow protocols

8http://www.myexperiment.org

Page 9: 1 SageCite Building a data citation demonstrator for bionetwork models.

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Benefits of citing bionetwork models?

• Keeping Research Data Safe (KRDS) Benefits Taxonomy

Dimension Type of benefit Type of benefit

What? Direct Indirect

When? Near-term Long-term

Who? Private Public

• Value Chain / Impact Analysis tool applied to SageCite research workflowActivity Change and Benefit Impact

Weighting(1 low- 5

high)

From When?(year1-5+

etc)

Who Benefits?(researcher,

research group, institution,

discipline, etc)

Page 10: 1 SageCite Building a data citation demonstrator for bionetwork models.

Patients Participate!• Feasibility pilot study

• Stem cell research areas• Centre for Regenerative Medicine,

Univ. of Bath UK• Medical charities involved• Workshop 16 May London

• Develop Use Cases• Deliver advocacy, guidance• Report & Recommendations

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Citizen-patients producing crowd-sourced lay summaries of UK PubMed Central papersBlog : http://blogs.ukoln.ac.uk/patientsparticipate/

Page 11: 1 SageCite Building a data citation demonstrator for bionetwork models.

Questions?

• Monica Duke• Liz Lyon• Peter Li• Carole Goble• Max Wilkinson• Tom Pollard• Jon Izant• Stephen Friend• Phil Bourne• Myles Axton

• Monica Duke• Liz Lyon• Lee-Ann Coleman• Karen Walshe• Allan Sudlow• Simon Denegri• Sophie Petit-Zeman• Sara Ellis• Stephen Friend• Julian Chaudhuri

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