Finding Answers and Generating Explanations for Complex Biomedical Queries

Esra Erdem, Yelda Erdem, Halit Erdogan, Umut Öztok

AAAI 2011 pp. 785-790

doi:10.1609/AAAI.V25I1.7946 /aaai/2011/erdem2011aaai-finding/

Abstract

We present new methods to efficiently answer complex queries overbiomedical ontologies and databases considering the relevant partsof these knowledge resources, and to generate shortest explanationsto justify these answers. Both algorithms rely on the high-levelrepresentation and efficient solvers of Answer Set Programming. Weapply these algorithms to find answers and explanations to some complexqueries related to drug discovery, over PharmGKB, DrugBank, BioGrid, CTD and Sider.

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Cite

Text

Erdem et al. "Finding Answers and Generating Explanations for Complex Biomedical Queries." AAAI Conference on Artificial Intelligence, 2011. doi:10.1609/AAAI.V25I1.7946

Markdown

[Erdem et al. "Finding Answers and Generating Explanations for Complex Biomedical Queries." AAAI Conference on Artificial Intelligence, 2011.](https://mlanthology.org/aaai/2011/erdem2011aaai-finding/) doi:10.1609/AAAI.V25I1.7946

BibTeX

@inproceedings{erdem2011aaai-finding,
  title     = {{Finding Answers and Generating Explanations for Complex Biomedical Queries}},
  author    = {Erdem, Esra and Erdem, Yelda and Erdogan, Halit and Öztok, Umut},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {785-790},
  doi       = {10.1609/AAAI.V25I1.7946},
  url       = {https://mlanthology.org/aaai/2011/erdem2011aaai-finding/}
}