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Rich Skrenta on how Topix works: "The Topix.net NewsRank engine is reading each story individually, determining locality and subject information based on the content of the article. NewsRank also condenses 17 dimensions of importance from every story into a single value. [...] Our solution is to disambiguate references to people, places and subjects, and match them against our Knowledge Base of 150,000 topics."
Some commentary from Greg Linden. I wonder how similar Topix' disambiguation technology is to CIRCA ...
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