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Reproducibility, interoperability and automation of workflows can be facilitated by the use of universally recognized metadata formats.
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Technologists have long recognized that metadata can reveal incredibly sensitive information, especially if it is collected at large scale over long periods of time, since digitized data can be easily combined and analyzed.
IV also recognizes image metadata data and optionally displays it alongside the images.
Table 1 lists the recognized file types and the typical metadata automatically extracted for each type.
Metadata standards have long been recognized for their utility in making experiments more understandable and integrative.
Extracted sequences, predicted genes, browser tracks and additional metadata, such as gene names recognized in full-text articles by GNAT (Hakenberg et al., 2008), can be searched, downloaded and browsed at http://www.text2genome.org.org
"Our courts have consistently recognized that there is no reasonable expectation of privacy in this type of metadata information and thus no search warrant is required to obtain it," she said, adding that "any subsequent effort to obtain the content of an American's communications would require a specific order from the FISA court".
An important issue we recognized with this approach is that semantics expressed in the information model and metadata may not be expressed in the ontology, or may contradict semantics expressed in the ontology.
The second is the artificial intelligence they have developed that recognizes a listing and pulls the vital metadata out of what is usually a messy web page and indexes that.
Recognizing that each ICEMR will have study-specific terminology and metadata, we relied on established ontologies (a set of defined terms and relations between them) to support consistent representation of data for cross-ICEMR data analysis.
Their work demonstrates how state-of-the-art databases store metadata that can be used to reconstruct issued queries and, this way, recognize access patterns on the attributes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com