Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature
Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Li Lu, Ellen Riloff, Karanjeet Singh, N. Lanza · Proceedings of the AAAI Conference on Artificial Intelligence · 2018
We have constructed an information extraction system called the Mars Target Encyclopedia that takes in planetary science publications and extracts scientific knowledge about target compositions. The extracted knowledge is stored in a searchable database that can greatly accelerate the ability of scientists to compare new discoveries with what is already known. To date, we have applied this system to ~6000 documents and achieved 41-56% precision in the extracted information.