Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Deborah L. McGuinness

Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case


Jul 15, 2021
Shruthi Chari, Prithwish Chakraborty, Mohamed Ghalwash, Oshani Seneviratne, Elif K. Eyigoz, Daniel M. Gruen, Fernando Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness

* 4 pages, 4 tables, 3 figures, 2.5 pages appendices To appear and accepted at: KDD Workshop on Applied Data Science for Healthcare (DSHealth), 2021, Virtual 

  Access Paper or Ask Questions

Geospatial Reasoning with Shapefiles for Supporting Policy Decisions


Jun 09, 2021
Henrique Santos, James P. McCusker, Deborah L. McGuinness

* 4th International Workshop on Geospatial Linked Data (GeoLD 2021) at ESWC 2021 

  Access Paper or Ask Questions

Semantic Modeling for Food Recommendation Explanations


May 04, 2021
Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Daniel Gruen, Deborah L. McGuinness

* 7 pages, 4 figures, 1 table, 3 listings 

  Access Paper or Ask Questions

Applying Personal Knowledge Graphs to Health


Apr 15, 2021
Sola Shirai, Oshani Seneviratne, Deborah L. McGuinness

* Extended abstract for the PHKG2020 workshop 

  Access Paper or Ask Questions

Commonsense Knowledge Mining from Term Definitions


Feb 01, 2021
Zhicheng Liang, Deborah L. McGuinness

* In the Commonsense Knowledge Graphs (CSKGs) Workshop of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

  Access Paper or Ask Questions

Dimensions of Commonsense Knowledge


Jan 12, 2021
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro Szekely


  Access Paper or Ask Questions

Exploring and Analyzing Machine Commonsense Benchmarks


Dec 21, 2020
Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness

* Commonsense Knowledge Graphs Workshop 2021 (CSKGs) @AAAI-21 

  Access Paper or Ask Questions

Explanation Ontology: A Model of Explanations for User-Centered AI


Oct 04, 2020
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness

* International Semantic Web Conference (ISWC), 2020 
* 16 pages (but 1 reference over on arxiv), 5 tables, 3 code listings, 1 figure 

  Access Paper or Ask Questions

Explanation Ontology in Action: A Clinical Use-Case


Oct 04, 2020
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness

* International Semantic Web Conference, Poster and Demo Track, 2020 
* 5 pages, 2 figures, 1 protocol 

  Access Paper or Ask Questions

Directions for Explainable Knowledge-Enabled Systems


Mar 17, 2020
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness

* S. Chari, D. M. Gruen, O. Seneviratne, D. L. McGuinness, "Directions for Explainable Knowledge-Enabled Systems". In: Ilaria Tiddi, Freddy Lecue, Pascal Hitzler (eds.), Knowledge Graphs for eXplainable AI -- Foundations, Applications and Challenges. Studies on the Semantic Web, IOS Press, Amsterdam, 2020, to appear 

  Access Paper or Ask Questions

Foundations of Explainable Knowledge-Enabled Systems


Mar 17, 2020
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness

* S. Chari, D. Gruen, O. Seneviratne, D. L. McGuinness, "Foundations of Explainable Knowledge-Enabled Systems". In: Ilaria Tiddi, Freddy Lecue, Pascal Hitzler (eds.), Knowledge Graphs for eXplainable AI -- Foundations, Applications and Challenges. Studies on the Semantic Web, IOS Press, Amsterdam, 2020, to appear 

  Access Paper or Ask Questions

Making Study Populations Visible through Knowledge Graphs


Jul 09, 2019
Shruthi Chari, Miao Qi, Nkcheniyere N. Agu, Oshani Seneviratne, James P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness

* 16 pages, 4 figures, 1 table, accepted to the ISWC 2019 Resources Track (https://iswc2019.semanticweb.org/call-for-resources-track-papers/

  Access Paper or Ask Questions

Semantically-aware population health risk analyses


Nov 27, 2018
Alexander New, Sabbir M. Rashid, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

  Access Paper or Ask Questions

Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text


Aug 08, 2018
Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness

* Proceedings of the 17th International Semantic Web Conference P&D 

  Access Paper or Ask Questions

Knowledge Integration for Disease Characterization: A Breast Cancer Example


Jul 20, 2018
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, James P. McCusker, Kristin P. Bennett, James A. Hendler, Deborah L. McGuinness

* International Semantic Web Conference (Resource Track) 

  Access Paper or Ask Questions

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion


Apr 11, 2018
Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness

* Proceedings of BioNLP 15 

  Access Paper or Ask Questions

From Data to City Indicators: A Knowledge Graph for Supporting Automatic Generation of Dashboards


Apr 06, 2017
Henrique Santos, Victor Dantas, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness

* Accepted at the 14th Extended Semantic Web Conference (ESWC 2017) 

  Access Paper or Ask Questions

Human-Aware Sensor Network Ontology: Semantic Support for Empirical Data Collection


Apr 06, 2017
Paulo Pinheiro, Deborah L. McGuinness, Henrique Santos

* In Proceedings of the 5th Workshop on Linked Science 2015 - Best Practices and the Road Ahead (LISC 2015) 

  Access Paper or Ask Questions

Contextual Data Collection for Smart Cities


Apr 06, 2017
Henrique Santos, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness

* In Proceedings of the 6th Workshop on Semantics for Smarter Cities (S4SC 2015), Bethlehem, PA, USA, October 11-12, 2015 

  Access Paper or Ask Questions