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When the World Beats a Path to Your Door: Collaboration in the Era of Big Data Mark A. Musen, M.D., Ph.D. Stanford Center for Biomedical Informatics Research Stanford University School of Medicine [email protected]

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Page 1: When the World Beats a Path to Your Door: Collaboration in ... · When the World Beats a Path to Your Door: Collaboration in the Era of Big Data Mark A. Musen, M.D., ... CEDAR Metadata

When the World Beats a Path to Your Door: Collaboration in the Era of Big Data

Mark A. Musen, M.D., Ph.D.Stanford Center for Biomedical Informatics Research

Stanford University School of [email protected]

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Communication

Dissemination

Collaboration

It’s all part of the same problem space …

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A Tale of Three Projects

1. Protégé Ontology Editor(1988–present)

2. BioPortal Ontology Repository(2005–present)

3. CEDAR Metadata Editing System(2014–present)

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Mailing lists

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Collaboration in Protégé

• Happens nearly spontaneously• Is encouraged by very active e-mail lists and

presence on social media• Is enabled by having standard mechanisms for

developing plug-ins• Is self-reinforcing when there are thousands of

engaged users

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A Tale of Three Projects

1. Protégé Ontology Editor(1988–present)

2. BioPortal Ontology Repository(2005–present)

3. CEDAR Metadata Editing System(2014–present)

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Who is using NCBO technology?

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Collaboration with BioPortal

• Is modest in comparison to the size of the user community

• Is impeded by lack of a plug-in architecture for the main server

• Typically takes place silently when users develop new technology that simply calls our APIs without the need to interact with NCBO personnel

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A Tale of Three Projects

1. Protégé Ontology Editor(1988–present)

2. BioPortal Ontology Repository(2005–present)

3. CEDAR Metadata Editing System(2014–present)

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Collaboration with CEDAR

• Is generating “buzz,” as lots of groups want to use our technology

• Is pragmatically difficult, since adoption of CEDAR necessarily leads to a change in user workflow

• Initially incurs cost in staff time—both at our site and at those of our collaborators

• Requires an explicit strategy, explicit coordination, and explicit funding

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A Tale of Three Projects

1. Protégé Ontology Editor(1988–present)

2. BioPortal Ontology Repository(2005–present)

3. CEDAR Metadata Editing System(2014–present)

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Collaboration: “It’s complicated”

• Collaboration may be an emergent phenomenon, given the right ecosystem

• Collaboration may take time to take root and become part of the culture

• With complex systems such as CEDAR, collaboration must be– Planned– Managed– Funded

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