Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature

Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza

AAAI 2018 pp. 7861-7866

doi:10.1609/AAAI.V32I1.11412 /aaai/2018/wagstaff2018aaai-mars/

Abstract

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.

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Cite

Text

Wagstaff et al. "Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature." AAAI Conference on Artificial Intelligence, 2018. doi:10.1609/AAAI.V32I1.11412

Markdown

[Wagstaff et al. "Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature." AAAI Conference on Artificial Intelligence, 2018.](https://mlanthology.org/aaai/2018/wagstaff2018aaai-mars/) doi:10.1609/AAAI.V32I1.11412

BibTeX

@inproceedings{wagstaff2018aaai-mars,
  title     = {{Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature}},
  author    = {Wagstaff, Kiri L. and Francis, Raymond and Gowda, Thamme and Lu, You and Riloff, Ellen and Singh, Karanjeet and Lanza, Nina L.},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2018},
  pages     = {7861-7866},
  doi       = {10.1609/AAAI.V32I1.11412},
  url       = {https://mlanthology.org/aaai/2018/wagstaff2018aaai-mars/}
}