Storing All Human Knowledge @ Google
Google is building the largest store of information in
human history - a knowledge base that autonomously gathers and merges data from
across the web to provide unprecedented access to all facts about the world.
The search giant is building Knowledge Vault, a type of
knowledge base - a system that stores information so that machines as well as
people can read it.
Google's existing knowledge base, called Knowledge Graph,
relies on crowdsourcing to expand its information.
However, humans could only take it so far so Google
decided to automate the process.
It started building the Vault by using an algorithm to
automatically pull in information from all over the web, using machine learning
to turn the raw data into usable pieces of knowledge.
Knowledge Vault has pulled in 1.6 billion facts to date.
Of these, 271 million are rated as "confident facts", to which
Google's model ascribes a more than 90 per cent chance of being true, 'New
Scientist' reported.
Tom Austin, a technology analyst at Gartner in Boston,
said that the world's biggest technology companies are racing to build similar
vaults.
"Google, Microsoft, Facebook, Amazon and IBM are all
building them, and they're tackling these enormous problems that we would never
even have thought of trying 10 years ago," he said.
Google researcher Kevin Murphy and his colleagues will
present a paper on Knowledge Vault at the Conference on Knowledge Discovery and
Data Mining in New York.
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