Interoperability Between Institutional and Data Repositories: A Pilot Project at MIT

McNeill-Harman, Katherine

doi:10.29173/iq448

Cited by 1 publication

(1 citation statement)

References 14 publications

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“…The meta-data file contains auxiliary information about the dataset that increases its ability to be reused by researchers; this might include text descriptions of the variables, summary statistics, provenance [14] and numerical fingerprints for validation [6]. The largest repositories have shared standards for how this meta-data file should be constructed [77,12], so that catalogs of data can be built across repositories [49,65], and software utilities can be reused and deployed across different institutions [79]. Some of the information that gets recorded in the metadata we consider public, such as the names and text descriptions of the meanings of the variables and the sample size.…”

Section: Software Architecturementioning

confidence: 99%

PSI (Ψ): a Private data Sharing Interface

Gaboardi,

Honaker,

King

et al. 2016

Preprint

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We provide an overview of the design of PSI ("a Private data Sharing Interface"), a system we are developing to enable researchers in the social sciences and other fields to share and explore privacy-sensitive datasets with the strong privacy protections of differential privacy. * This work is part of the "Privacy Tools for Sharing Research Data" project at Harvard, supported by NSF grant CNS-1237235 and grants from the Sloan Foundation. This is a working paper describing a vision for work that is still in progress, and is therefore authored by the leadership of the efforts. Future and accompanying publications that emphasize specific technical contributions will be authored by team members responsible for those contributions.

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Section: Software Architecturementioning

confidence: 99%