Furthermore, genotypes of identical phenotype are such that small genotypic changes (a reaction deletion, addition, or exchange) connect these genotypes into a vast graph; we refer to this graph as a genotype network.
Machine learning software on a laptop can extract the critical information from scientific papers in seconds, enabling the creation of vast knowledge graphs across wide bodies of research in weeks rather than decades, Gil said.
Its chief executive, Jeff Weiner, envisions what he calls a vast "economic graph", connecting people seeking or starting work or wanting more from their careers.
Hockey gloves, plastic turtles, Nike sneakers — these are Ebbesmeyer's lodestars, since they are often dumped en masse into the sea and distribute themselves around the world like so many data points on a vast liquid graph.
Stik launched with the goal of bringing word-of-mouth referrals online and they tapped Facebook vast social graph to personalize the experience.
So another driver for the LinkedIn acquisition is its vast social graph dataset as a pure "raw material" for training the machine learning models Microsoft will need to build a next generation of smarter software.
And Facebook's push into mobile is much more profound than making phones more social – Facebook believes owning elements of the mobile stack will help it leverage its vast social graph to influence offline/online commerce.
That's because current algorithms already can quickly solve the graph isomorphism problem for the vast majority of graphs.
This finding is remarkable, as we can apply those existing graphs to vast areas where both dengue vectors are present, to forecast the potential rise of dengue with the ongoing climate changes.
That may prove to be a wise gambit if Facebook can bring to bear its most powerful resource: the depth of their social graph, a vast network of users that includes a huge chunk of the planet's population.
