Generating Explanations for Complex Biomedical Queries

Abstract

We present a computational method to generate explanations to answers of complex queries over biomedical ontologies and databases, using the high-level representation and efficient automated reasoners of Answer Set Programming. We show the applicability of our approach with some queries related to drug discovery over PHARMGKB, DRUGBANK, BIOGRID, CTD and SIDER.

Cite

Text

Öztok and Erdem. "Generating Explanations for Complex Biomedical Queries." AAAI Conference on Artificial Intelligence, 2011. doi:10.1609/AAAI.V25I1.8055

Markdown

[Öztok and Erdem. "Generating Explanations for Complex Biomedical Queries." AAAI Conference on Artificial Intelligence, 2011.](https://mlanthology.org/aaai/2011/oztok2011aaai-generating/) doi:10.1609/AAAI.V25I1.8055

BibTeX

@inproceedings{oztok2011aaai-generating,
  title     = {{Generating Explanations for Complex Biomedical Queries}},
  author    = {Öztok, Umut and Erdem, Esra},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {1806-1807},
  doi       = {10.1609/AAAI.V25I1.8055},
  url       = {https://mlanthology.org/aaai/2011/oztok2011aaai-generating/}
}