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(XLS 45 kb) Additional file 4: A sub-network among 33 unique genes representing the hub, authority and high BC ranked vertices from the overall integrated network.
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But it must be kept in mind that in order to be a good hub or authority an individual's node must point to good hubs or good authorities.
In the case of the hub, the authority must balance its fiduciary role with its role as advocate for Mr. Calatrava's plan.
The distillation process involves link analysis similar to hub and authority extraction-based methods.
Indeed, at the time of the investigation into the Caviar Network the hub and authority computation algorithm [39] had not yet been formulated.
This last finding might seem to contradict our working hypothesis that higher values for hub and authority centrality should increase sentence length.
The core of the process is a pair of updates to the hub and authority scores of all nodes (Kleinberg 1999).
The complexity of the algorithm for computing the hub and authority variables makes it virtually impossible to interpret these variables visually in a graph or sociogram.
We suspect that the judicial process imposed light sentences to some nodes that had high hub or authority centralities because the investigative process did not recognize the Caviar Network's complex communication structure.
Although the model generates good predictions, it is noteworthy that the negative weights indicate reductions in sentence length as hub and authority centrality increase, just the opposite of what we would have expected.
Based on the methods of Kleinberg [7], hub and authority scores were computed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com