Automatable Data Quality Dimensions for Data Exchange: Formulation and Application
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CDPG
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February 4, 2025
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Data Policy
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Automatable Data Quality Dimensions for Data Exchange: Formulation and Application Authors: Debarun Sengupta, Anjula Gurtoo, Minnu Malieckal, Jyotirmoy Dutta Large amounts of data get generated and applied in decision making to improve outcomes. However, quality of the data remains an issue as data gets generated from varied sources, in unspecified formats, and variables vary across different types of data. Identifying …
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Ethics and Fair Use Framework for Privacy Preserving Data Sharing
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CDPG
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February 4, 2025
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Data Policy
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Ethics and Fair Use Framework for Privacy Preserving Data Sharing Authors: Bita Afsharinia, Anjula Gurtoo, Jyotirmoy Dutta, Minnu Malieckal The study aims to critically evaluate current privacy-preserving technologies and ethical frameworks in data sharing, identifying gaps and proposing a comprehensive, integrated ethical framework. Existing frameworks often fall short in integrating these two aspects effectively, particularly in the context of emerging …
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Privacy-Preserving Data Sharing: A Comprehensive Literature Review
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CDPG
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February 4, 2025
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Data Policy
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Privacy-Preserving Data Sharing: A Comprehensive Literature Review Authors: Bita Afsharinia, Anjula Gurtoo, Jyotirmoy Dutta, Minnu Malieckal This report provides an overview of the key concepts and techniques in privacy-preserving data analysis, emphasizing the importance of differential privacy, data anonymization, and data perturbation. The privacy-preserving principles of autonomy, justice, non-maleficence, beneficence, and explicability are critical for maintaining ethical standards in data …
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Data Governance: Some Pertinent Points for Discussion
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CDPG
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February 4, 2025
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Data Policy
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Data Governance: Some Pertinent Points for Discussion Authors: Anjula Gurtoo, Jyotirmoy Dutta The data governance panel during the 24 November 2023 Symposium on Data for Public Good at the Indian Institute of Science debated pertinent issues in the quest for a pragmatic policy framework for data governance. This document details and collates the views of different stakeholders. Download PDF
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Playbook for Data Quality Management for Geospatial Data
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CDPG
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February 4, 2025
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Data Policy
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Playbook for Data Quality Management for Geospatial Data Authors: Minnu Malieckal, Anjula Gurtoo, Jyotirmoy Dutta, Linda Theres B, Sandeep P This document is intended as a playbook for the geospatial sector to better understand what is meant by data, its use and how to manage its quality. The playbook details domains and datasets in geospatial sector, types of data, data …
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Policy Framework: Guidelines for Non-Personal Data (NPD) Governance
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CDPG
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February 4, 2025
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Data Policy
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Policy Framework: Guidelines for Non-Personal Data (NPD) Governance Authors: Anjula Gurtoo, Jyotirmoy Dutta, Minnu Malieckal, Srinivasan R This document elaborates the processes and procedures for each of the governance domains. The report puts forth guidelines for data access, data disclosure norms, data quality and standards, user charges/pricing, usage rights, ethics and fair use of data and data monitoring and security. …
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