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This paper presents a lightweight ontology that will enable music producers to annotate music against MPEG-7 description (with its acoustic metadata) and the generated annotation may in turn be used to deliver meaningful search results.
IMG generated annotation consists of protein family and domain characterization based on Clusters of Orthologous Groups (COG) [68], Pfam [69], TIGRfam and TIGR role categories [70], and Interpro domains [71].
The previously generated annotation predicted more than 10,000 genes in the genome of IPO323.
The SVM analysis, employing a sigmoid fitting function, generated annotation probability values for all the genes in the dataset.
Feed-back: this step is optional; it aims at using the generated annotation to improve or refine the search initiated in Step 1.
Both studies relied on the previously generated annotation of the Z. tritici reference isolate IPO323, and thereby only described evolution of gene content shared between species.
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The user-interactive manual annotation editor allows annotators to inspect and correct (where necessary) the automatically generated annotations.
We then give a comprehensive description of the entity-fishing service, focusing on its concrete applications in real use cases together with some further possible ideas on how to exploit the generated annotations.
For manually tagging a large collection of abstracts distributed across multiple curators it is crucial to test suitable annotation infrastructures that are scalable and that can efficiently manage and visualize the generated annotations.
A detailed summary of the total number of generated annotations of the entire CHEMDNER corpus as well as divisions according to each of the three corpus subsets (training, development and test set) can be seen in table 1.
For Killin protein, only GOPred and PFP tools generated annotations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com