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Because of the problem of identifier error, in many processes (such as the identification of samples sent to hospital laboratories) the record to be linked is usually identified by multiple pieces of information, such as a name and date of birth as well as the supposedly unique identifying number.
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How did they handle the problem of different identifier to name genes (e.g. Entrez GeneID, Ensembl)?
Apart from being comprehensive and relatively up-to-date, the main contribution of iRefIndex is in addressing the problem of protein identifiers by mapping the sequence of every interactant into a unique identifier that can be used to compare interactants from different source databases.
In contrast, our work focuses on the problem of having multiple identifiers for the same database object, which is an emerging issue among semantic web data providers.
As different experiments use different microarray platforms that often contain different sets of genes and gene identifiers, the problem of gene matching identifying the genes in common across studies must be addressed prior to meta-GSCA.
To help to solve the problem of proliferation of multiple non-interchangeable identifiers InChI was developed under the guidance of an IUPAC sanctioned committee as an open structure identifier.
Examination of the distribution of source organisms among the sequences assigned to a particular MEROPS identifier can highlight the problem of contamination when the genome was being sequenced, or reveal possible examples of horizontal gene transfer if the unusual distribution is consistent.
However, this work either uses exact identifier comparisons or does not address the problem of generating micro data sets which are usable for general statistical purposes.
The problem of IP/MAC address forgery can be solved through a unique cryptographic identifier that remains unaltered throughout time, and that must be completely independent from the network identifiers.
However the current standards do not necessarily guarantee integration as the problems of reconciling gene and protein identifiers as well as differences in experimental methodology remain.
To solve the problem, static identifiers are used in many authentication protocols.
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