Building Trust: facilitating Data Use and Reuse Prof. Devika P. - - PowerPoint PPT Presentation

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Building Trust: facilitating Data Use and Reuse Prof. Devika P. Madalli Indian Statistical Institute, India devika@drtc.isibang.ac.in Session 5B: ICRI 2018, 12-14 th September, Vienna Data by itself may not convey much Data is used as basis for

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Session 5B: ICRI 2018, 12-14th September, Vienna

Building Trust: facilitating Data Use and Reuse

Prof. Devika P. Madalli

Indian Statistical Institute, India

devika@drtc.isibang.ac.in

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Data by itself may not convey much Data is used as basis for decision making

Data exploitation, deployment and analysis largely done through automated processes.

Data Trust is crucial.

Session 5B: ICRI 2018, 12-14th September, Vienna

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Example of the Indian Data Scenario : data.gov.in

Open Government Data (OGD) Platform India or data.gov.in is a platform for supporting Open data initiative of Government of India. This portal is a single-point access to datasets, documents, services, tools and applications published by ministries, departments and organisations of the Government

f India. The platform was customised by National Informatics Centre (NIC)

in line with the National Data Sharing Accessibility Policy to develop the Data Portal India.

Session 5B: ICRI 2018, 12-14th September, Vienna

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Session 5B: ICRI 2018, 12-14th September, Vienna

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Other research data Websites in India CSIR, Bhuvan- ISRO, Datanet India, Human Proteome Map

Session 5B: ICRI 2018, 12-14th September, Vienna

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The National Policy on Data Sharing and Accessibility

(NPDSA) is a Government of India policy for sharing data. The Policy increases the accessibility and easier sharing of non-sensitive data amongst the registered users and their availability for scientific, economic and social developmental purposes

Session 5B: ICRI 2018, 12-14th September, Vienna

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Is FAIR = Trust

Trust subset of FAIR?

FAIR subset of Trust ?

Session 5B: ICRI 2018, 12-14th September, Vienna

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Discussion on data.gov.in and other data websites

Issues:

Session 5B: ICRI 2018, 12-14th September, Vienna

Data Integration Standards for representation Workflows Sensitive Data and Privacy issues

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Raw Data

Curation Checksums Various frameworks

QC

Mediated Automated Privacy Data Selection What needs protection? What needs anonymization

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Raw Data

Curation Checksums Various frameworks

QC

Mediated Automated Privacy Data Selection What needs protection? What needs anonymization?

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Open Questions

Session 5B: ICRI 2018, 12-14th September, Vienna

Metadata Indicators for Data set Quality?

1.

Feedback mechanism for ensuring Privacy of data was honoured?

2.

Can we incorporate

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Thank you!

Session 5B: ICRI 2018, 12-14th September, Vienna