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The authors proposed four methodologies to generate automatically the annotation for every image, by analyzing the structural blocks, collecting anchor text of link structures, and gathering shared annotation with other images with the same visual signature.
The latest offering from Facebook's data-science team (see "What Facebook Knows") teases out who is romantically involved with whom by examining link structures.
By counting, weighting and calculating the link structures between web pages, Messrs Page and Brin were able to return search results more relevant than those of any other search engine.So far, they have maintained this superiority.
As link structures develop around books, search algorithms can count incoming links as "votes", giving more weight to incoming links from much-cited places and less to obscure ones.
Navigating websites is often a frustrating process: Website visitors, despite their widely varying and individual information-seeking needs, must contend with static, general-purpose link structures that have been set in place by website owners.
The extended model is quite beyond what is needed to specify graph imbeddings on surfaces, and it can be used to represent and generate link structures immersed on surfaces.
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Other people had thought about link structure, of course.
"I was working on the link structure of the Web," Page said.
The webgraph is formed by the link structure of webpages.
Figure 3.22: Link structure of a web site laid out in 3D hyperbolic space.
We show the link structure of a web site laid out in 3D hyperbolic space.
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CEO of Professional Science Editing for Scientists @ prosciediting.com