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84. Five best practices in data sharing:
using public repositories - curated/ not curated
general/domain meta data: time, size, etc.
accessibility of data - free usage/download (machine accessibility depends on metadata)
unique persistent identifier
citation
85. URL uniform resource locator
DOI digital object identifier
86. Software registry = software repository + metadata+ structure info
87. provenance aware systems - tracks provenance and generate metadata including provenance for all data
88. OECD eight rules of fair info usage: (acd ip suo) - accountability, collection limination, data quality, individual participation, purpose limination, secuity safeguard, use limitation, openness.
89. Anonymization techniques:
abstraction: specific to range
K- anonymity: k individuals share the same identifying values
l-diversity: for individuals sharing the same identifying values, they have l distinct sensitive attributes
t-closeness: if individuals are sharing the same identifying values, then they have at least t threshold of distinct sensitive attributes
differential privacy: only method that guarantees mathematical anonymity - it adds noise to the retrieval process so even comparison of before/after would not work
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