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Google Knowledge Graph Could Change Search Forever. Google has a confession to make: It does not understand you.

Google Knowledge Graph Could Change Search Forever

If you ask it “the 10 deepest lakes in the U.S,” it will give you a very good result based on the keywords in the phrase and sites with significant authority on those words and even word groupings, but Google Fellow and SVP Amit Singhal says Google doesn’t understand the question. “We cross our fingers and hope someone on the web has written about these things or topics.” The future of Google Search, though, could be a very different story. In an extensive conversation, Singhal, who has been in the search field for 20 years, outlined a developing vision for search that takes it beyond mere words and into the world of entities, attributes and the relationship between those entities. In other words, Google’s future search engine will not only understand your lake question but know a lake is a body of water and tell you the depth, surface areas, temperatures and even salinities for each lake.

Pearltrees Raises $6.7M For Its “Collaborative Interest Graph” Pearltrees, a company offering a novel interface for sharing and finding content, has raised 5 million euros ($6.7 million US) in new funding.

Pearltrees Raises $6.7M For Its “Collaborative Interest Graph”

The basic unit of the Pearltrees service is the pearl, which is basically a bookmark. Users can assemble these pearls into trees based around a topic. Meanwhile, Pearltrees is using that data to determine how different topics and bookmarks are related, and allows users to find new pearls (related to whatever topic they’re exploring) through its “related interests” button. Following the lead from Google’s PageRank and Facebook’s EdgeRank, Pearltrees has named its technology TreeRank.