A new computer developed by the University of Winconsin-Madison (UWM), has shown that it can extract data from scientific publications and place it in a database amongst thousands of other results better than scientisits.
This new computer understands science better than humans
The machine reading system which is named "PaleoDeepDive" competed with scientists to manually enter data into the Paleobiology Database.
Christopher Re, lead researcher from Stanford University said: "We demonstrated that the system was no worse than people on all the things we measured and it was better in some categories."
The database, compiled by hundreds of researchers, is the destination for data from all palaeontology studies. "PaleoDeepDive" mirrored the human activities needed to assemble the Paleobiology Database.
Shanan Peters from the UWM said, "We extracted the same data from the same documents and put it into the exact same structure as the human researchers, allowing us to rigorously evaluate the quality of our system and the humans."
While compiling the data, "PaleoDeepDive" could extend and improve results quickly as new information was added while humans had to go back to the library and re-examine original documents constantly.
"The development marks a milestone in the quest to rapidly and precisely summarize, collate and index the vast output of scientists around the globe," Peters added.
"Ultimately, we hope to have the ability to create a computer system that can read a bunch of papers, arrange a bunch of facts and relate them to one another in order to address big questions," he said.
The results were published in the PloS One journal.
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