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The public has been lectured incessantly, by the President and any number of congressmen and other officials, about the harmlessness of metadata, and how only the uninformed worry about it.
We also discuss how the collaborative aspect of user activity on running workflows could potentially lead to race conditions, how this affects requirements on metadata, and how these race conditions are precluded.
In this WhoWhatWhy Podcast, Jennifer Granick, the Director of Civil Liberties at the Stanford Center for Internet and Society, talks to Jeff Schechtman about the technology that tracks and stores emails and follows personal movement, about the amassing and mining of metadata, and how all this information is used and misused by the government.
We here report on a framework to extract insightful behavioral indicators from standard mobile phone metadata and how these indicators can be used to augment a dataset with key demographic variables, including vulnerability information, at a small surveying cost.
Such a strict searching paradigm is very reliant on the metadata and how it is stored for each article.
Additionally, we provide examples of how ontologies are used to annotate ENCODE metadata and how the annotations can be identified via ontology-driven searches at the ENCODE portal.
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The guidelines below outline each metadata element and how to input the best metadata.
It is important that the dataset description and metadata defines how and when the data will be updated, and that the data owner fulfils those commitments.
It is not even clear how much metadata is sufficient, and how it should be encoded.
The workshop will cover the most crucial components of how to tackle writing a data management plan; how to best achieve transparency and reproducibility for the long-term through metadata and documentation; and how to approach publishing and archiving data for later discoverability and use.
So in an age of metadata and cloud computing, how do officials make sure that sensitive information does not fall into the wrong hands?
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com