Deborah L. McGuinness

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 92

Top Venues

CoRR

ISWC (2)

ISWC (P&D/Industry/BlueSky)

LISC@ISWC

Publications

Henrique Santos, Ke Shen, Alice M. Mulvehill, Mayank Kejriwal, Deborah L. McGuinness
A Theoretically Grounded Question Answering Data Set for Evaluating Machine Common Sense. Data Intell. 6 (1) (2024)
Matthew Johnson, Jeanette A. Stingone, Sofia Bengoa, James Masters, Deborah L. McGuinness
Complex Semantic Tabular Interpretation using SDD-Gen. ICSC (2024)
Oshani Seneviratne, Kacy Adams, Deborah L. McGuinness
Accountable Bench-to-Bedside Data-Sharing Mechanism for Researchers. ACM Trans. Soc. Comput. 6 (3-4) (2023)
Kacy Adams, Deborah L. McGuinness, Oshani Seneviratne
Semantics-based Framework for Incentivized Research Data Sharing. FLAIRS (2023)
Paulo Pinheiro, Henrique Santos, Miao Qi, Kristin P. Bennett, Deborah L. McGuinness
Towards Machine-Assisted Biomedical Data Preparation: A Use Case on Disparity in Access to Health Care. SeWeBMeDA@ESWC (2023)
Henrique Santos, Paulo Pinheiro, Jamie P. McCusker, Sabbir M. Rashid, Deborah L. McGuinness
SciKG: Tutorial on Building Scientific Knowledge Graphs from Data, Data Dictionaries, and Codebooks. ESWC Workshops (2023)
Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. CoRR (2023)
Jamie P. McCusker, Deborah L. McGuinness
Whyis 2: An Open Source Framework for Knowledge Graph Development and Research. ESWC (2023)
Mayank Kejriwal, Henrique Santos, Ke Shen, Alice M. Mulvehill, Deborah L. McGuinness
Context-Rich Evaluation of Machine Common Sense. AGI (2023)
Oshani Seneviratne, Deborah L. McGuinness
Web 3.0 Meets Web3: Exploring the Convergence of Semantic Web and Blockchain Technologies. ESWC Workshops (2023)
Jade S. Franklin, Hannah Powers, John S. Erickson, Jamie P. McCusker, Deborah L. McGuinness, Kristin P. Bennett
An Ontology for Reasoning About Fairness in Regression and Machine Learning. KGSWC (2023)
Jihoon Chung, Gabriel Jacoby-Cooper, Kelsey Rook, Henrique Santos, Dennis Shelden, Elisa F. Kendall, Deborah L. McGuinness
Towards an Indoor Environmental Quality Management Ontology. SWoCoT@ESWC (2023)
Oshani Seneviratne, Amar K. Das, Shruthi Chari, Nkechinyere N. Agu, Sabbir M. Rashid, Jamie P. McCusker, Jade S. Franklin, Miao Qi, Kristin P. Bennett, Ching-Hua Chen, James A. Hendler, Deborah L. McGuinness
Semantically enabling clinical decision support recommendations. J. Biomed. Semant. 14 (1) (2023)
Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. Artif. Intell. Medicine 137 (2023)
Sabbir M. Rashid, Jamie P. McCusker, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
A Concise Ontology to Support Research on Complex, Multimodal Clinical Reasoning. ESWC (2023)
Jade S. Franklin, Karan Bhanot, Mohamed F. Ghalwash, Kristin P. Bennett, Jamie P. McCusker, Deborah L. McGuinness
An Ontology for Fairness Metrics. AIES (2022)
Henrique Santos, Ke Shen, Alice M. Mulvehill, Yasaman Razeghi, Deborah L. McGuinness, Mayank Kejriwal
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense. CoRR (2022)
Mayank Kejriwal, Henrique Santos, Alice M. Mulvehill, Deborah L. McGuinness
Designing a strong test for measuring true common-sense reasoning. Nat. Mach. Intell. 4 (4) (2022)
Oshani Seneviratne, Deborah L. McGuinness
Incentivized Research Data Sharing, Reusing and Repurposing with Blockchain Technologies. HICSS (2022)
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely
Dimensions of Commonsense Knowledge. CoRR (2021)
Sola Shirai, Oshani Seneviratne, Deborah L. McGuinness
Applying Personal Knowledge Graphs to Health. CoRR (2021)
Henrique Santos, James P. McCusker, Deborah L. McGuinness
Geospatial Reasoning with Shapefiles for Supporting Policy Decisions (short paper). GeoLD@ESWC (2021)
Shruthi Chari, Prithwish Chakraborty, Mohamed Ghalwash, Oshani Seneviratne, Elif K. Eyigöz, Daniel M. Gruen, Fernando Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case. CoRR (2021)
Henrique Santos, Jamie P. McCusker, Deborah L. McGuinness
Geospatial Reasoning with Shapefiles for Supporting Policy Decisions. CoRR (2021)
Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Daniel M. Gruen, Deborah L. McGuinness
Semantic Modeling for Food Recommendation Explanations. CoRR (2021)
Jamie P. McCusker, Michael Deagen, Tolulomo Fateye, Anya Wallace, Sabbir M. Rashid, Deborah L. McGuinness
Creating and Visualizing the Materials Science Knowledge Graph with Whyis. ISWC (Posters/Demos/Industry) (2021)
Jonathan J. Harris, Deborah L. McGuinness, Marco Monti, Oshani Seneviratne, Mohammed J. Zaki, Ching-Hua Chen
Enhancing Clinical Relevance of Health Behavior Insights via Semantics. AMIA (2021)
Sola Shirai, Oshani Seneviratne, Ching-Hua Chen, Daniel Gruen, Deborah L. McGuinness
Healthy Food Recommendation and Explanation Generation using a Semantically-Enabled Framework. ISWC (Posters/Demos/Industry) (2021)
Zhicheng Liang, Deborah L. McGuinness
Commonsense Knowledge Mining from Term Definitions. CoRR (2021)
Oshani Seneviratne, Jonathan J. Harris, Ching-Hua Chen, Deborah L. McGuinness
Personal Health Knowledge Graph for Clinically Relevant Diet Recommendations. CoRR (2021)
Deborah L. McGuinness
Keynote Lecture. KDIR (2021)
Mitchell Falkow, Henrique Santos, Deborah L. McGuinness
Towards a Domain-Agnostic Computable Policy Tool. ESWC (Satellite Events) (2021)
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely
Dimensions of commonsense knowledge. Knowl. Based Syst. 229 (2021)
Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Dan Gruen, Deborah L. McGuinness
Semantic Modeling for Food Recommendation Explanations. ICDE Workshops (2021)
Zhicheng Liang, Zixuan Peng, Xuefeng Yang, Fubang Zhao, Yunfeng Liu, Deborah L. McGuinness
BERT-based Semantic Query Graph Extraction for Knowledge Graph Question Answering. ISWC (Posters/Demos/Industry) (2021)
Shruthi Chari, Prithwish Chakraborty, Oshani Seneviratne, Mohamed F. Ghalwash, Daniel M. Gruen, Daby Sow, Deborah L. McGuinness
Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology. AMIA (2021)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
The Dynamic Spectrum Access Policy Framework in Action. ISWC (Demos/Industry) (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology in Action: A Clinical Use-Case. CoRR (2020)
Daniel Kazenoff, Oshani Seneviratne, Deborah L. McGuinness
Semantic Graph Analysis to Combat Cryptocurrency Misinformation on the Web. ASLD@ISWC (2020)
Sola Shirai, Oshani Seneviratne, Minor Gordon, Ching-Hua Chen, Deborah L. McGuinness
Identifying Ingredient Substitutions Using a Knowledge Graph of Food. Frontiers Artif. Intell. 3 (2020)
Sabbir M. Rashid, James P. McCusker, Paulo Pinheiro, Marcello Peixoto Bax, Henrique Santos, Jeanette A. Stingone, Amar K. Das, Deborah L. McGuinness
The Semantic Data Dictionary - An Approach for Describing and Annotating Data. Data Intell. 2 (4) (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology: A Model of Explanations for User-Centered AI. ISWC (2) (2020)
Jay D. S. Franklin, Shruthi Chari, Morgan Foreman, Oshani Seneviratne, Daniel M. Gruen, Jamie P. McCusker, Amar K. Das, Deborah L. McGuinness
Knowledge Extraction of Cohort Characteristics in Research Publications. AMIA (2020)
Sola Shirai, Oshani Seneviratne, Minor Gordon, Ching-Hua Chen, Deborah L. McGuinness
Semantics-Driven Ingredient Substitution in the FoodKG. ISWC (Demos/Industry) (2020)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation. CoRR (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology: A Model of Explanations for User-Centered AI. CoRR (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology in Action: A Clinical Use-Case. ISWC (Demos/Industry) (2020)
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
Foundations of Explainable Knowledge-Enabled Systems. CoRR (2020)
Jamie P. McCusker, Neha Keshan, Sabbir M. Rashid, Michael Deagen, L. Catherine Brinson, Deborah L. McGuinness
NanoMine: A Knowledge Graph for Nanocomposite Materials Science. ISWC (2) (2020)
Anne E. Thessen, Ramona L. Walls, Lars Vogt, Jessica Singer, Robert Warren, Pier Luigi Buttigieg, James P. Balhoff, Christopher J. Mungall, Deborah L. McGuinness, Brian J. Stucky, Matthew J. Yoder, Melissa A. Haendel
Transforming the study of organisms: Phenomic data models and knowledge bases. PLoS Comput. Biol. 16 (11) (2020)
Matthew Johnson, John Angel, Deborah L. McGuinness
Towards a Face Recognition Model Analyzer. ICSC (2020)
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
Directions for Explainable Knowledge-Enabled Systems. CoRR (2020)
Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness
Exploring and Analyzing Machine Commonsense Benchmarks. CoRR (2020)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation. ISWC (2) (2020)
Alexander New, Shruthi Chari, Miao Qi, Sabbir M. Rashid, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett
Semantically-targeted analytics for reproducible scientific discovery. AIDR (2019)
Jie Tang, Jure Leskovec, Kuansan Wang, Deborah L. McGuinness, Hassan Sawaf
Panel: Computational Methods about Knowledge Graph. WWW (Companion Volume) (2019)
Shruthi Chari, Miao Qi, Nkechinyere N. Agu, Oshani Seneviratne, Jamie P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness
Ontology-enabled Analysis of Study Populations. ISWC (Satellites) (2019)
Shruthi Chari, Miao Qi, Nkechinyere N. Agu, Oshani Seneviratne, Jamie P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness
Making Study Populations Visible through Knowledge Graphs. CoRR (2019)
Alexander New, Miao Qi, Shruthi Chari, Sabbir M. Rashid, Oshani Seneviratne, Jamie P. McCusker, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett
Automating Population Health Studies Through Semantics and Statistics. SAWSemStats@ISWC (2019)
Nkechinyere N. Agu, Neha Keshan, Shruthi Chari, Oshani Seneviratne, Jamie P. McCusker, Deborah L. McGuinness
G-PROV: Provenance Management for Clinical Practice Guidelines. SeWeBMeDa@ISWC (2019)
Shruthi Chari, Miao Qi, Nkechinyere N. Agu, Oshani Seneviratne, Jamie P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness
Making Study Populations Visible Through Knowledge Graphs. ISWC (2) (2019)
Steven Haussmann, Oshani Seneviratne, Yu Chen, Yarden Ne'eman, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki
FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation. ISWC (2) (2019)
Jamie P. McCusker, Michel Dumontier, Shruthi Chari, Joanne S. Luciano, Deborah L. McGuinness
A Linked Data Representation for Summary Statistics and Grouping Criteria. SAWSemStats@ISWC (2019)
Jamie P. McCusker, Michel Dumontier, Rui Yan, Sylvia He, Jonathan S. Dordick, Deborah L. McGuinness
Reflections on: Finding Melanoma Drugs Through a Probabilistic Knowledge Graph. JT@ISWC (2019)
Oshani Seneviratne, Amar K. Das, Shruthi Chari, Nkechinyere N. Agu, Sabbir M. Rashid, Ching-Hua Chen, Jamie P. McCusker, James A. Hendler, Deborah L. McGuinness
Enabling Trust in Clinical Decision Support Recommendations through Semantics. SeWeBMeDa@ISWC (2019)
Steven Haussmann, Yu Chen, Oshani Seneviratne, Nidhi Rastogi, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki
FoodKG Enabled Q&A Application. ISWC (Satellites) (2019)
Alexander New, Sabbir M. Rashid, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett
Semantically-aware population health risk analyses. CoRR (2018)
Sabbir M. Rashid, David De Roure, Deborah L. McGuinness
A Music Theory Ontology. SAAM@ISWC (2018)
Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. CoRR (2018)
Paulo Pinheiro, Henrique Santos, Zhicheng Liang, Yue Liu, Sabbir M. Rashid, Deborah L. McGuinness, Marcello Peixoto Bax
HADatAc: A Framework for Scientific Data Integration using Ontologies. ISWC (P&D/Industry/BlueSky) (2018)
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, Jamie P. McCusker, Kristin P. Bennett, James A. Hendler, Deborah L. McGuinness
Knowledge Integration for Disease Characterization: A Breast Cancer Example. CoRR (2018)
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, Jamie P. McCusker, Kristin P. Bennett, Jim Hendler, Deborah L. McGuinness
Ontology-enabled Breast Cancer Characterization. ISWC (P&D/Industry/BlueSky) (2018)
Jamie P. McCusker, Sabbir M. Rashid, Nkechinyere Agu, Kristin P. Bennett, Deborah L. McGuinness
Developing Scientific Knowledge Graphs Using Whyis. SemSci@ISWC (2018)
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, Jamie P. McCusker, Kristin P. Bennett, James A. Hendler, Deborah L. McGuinness
Knowledge Integration for Disease Characterization: A Breast Cancer Example. ISWC (2) (2018)
Paulo Pinheiro, Marcello Peixoto Bax, Henrique Santos, Sabbir M. Rashid, Zhicheng Liang, Yue Liu, Yarden Ne'eman, Jamie P. McCusker, Deborah L. McGuinness
Annotating Diverse Scientific Data With HAScO. ONTOBRAS (2018)
Jamie P. McCusker, Sabbir M. Rashid, Nkechinyere Agu, Kristin P. Bennett, Deborah L. McGuinness
The Whyis Knowledge Graph Framework in Action. ISWC (P&D/Industry/BlueSky) (2018)
Sabbir M. Rashid, Deborah L. McGuinness
Creating and Using an Education Standards Ontology to Improve Education. SW4SG@ISWC (2018)
Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness
Seq2RDF: An End-to-end Application for Deriving Triples from Natural Language Text. ISWC (P&D/Industry/BlueSky) (2018)
Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text. CoRR (2018)
Sabbir M. Rashid, Katherine Chastain, Jeanette A. Stingone, Deborah L. McGuinness, Jamie P. McCusker
The Semantic Data Dictionary Approach to Data Annotation & Integration. SemSci@ISWC (2017)
Jamie P. McCusker, Michel Dumontier, Rui Yan, Sylvia He, Jonathan S. Dordick, Deborah L. McGuinness
Finding melanoma drugs through a probabilistic knowledge graph. PeerJ Comput. Sci. 3 (2017)
Jamie P. McCusker, Sabbir M. Rashid, Zhicheng Liang, Yue Liu, Katherine Chastain, Paulo Pinheiro, Jeanette A. Stingone, Deborah L. McGuinness
: An Exposure and Child Health Ontology. WebSci (2017)
Henrique Santos, Victor Dantas, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness
From Data to City Indicators: A Knowledge Graph for Supporting Automatic Generation of Dashboards. ESWC (2) (2017)
Spencer C. Norris, John S. Erickson, Deborah L. McGuinness
A Semantic Workflow Approach to Web Science Analytics. WebSci (2017)
Henrique Santos, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness
Contextual Data Collection for Smart Cities. CoRR (2017)
Henrique Santos, Victor Dantas, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness
From Data to City Indicators: A Knowledge Graph for Supporting Automatic Generation of Dashboards. CoRR (2017)
Vipula Rawte, Jamie P. McCusker, He Zhao, L. Catherine Brinson, Wei Chen, Linda Schadler, Deborah L. McGuinness
An Ontology for a Polymer Nanocomposite Community Data Resource. WebSci (2017)
Paulo Pinheiro, Deborah L. McGuinness, Henrique Santos
Human-Aware Sensor Network Ontology: Semantic Support for Empirical Data Collection. CoRR (2017)
Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness
Towards A Cache-Enabled, Order-Aware, Ontology-Based Stream Reasoning Framework. LDOW@WWW (2016)
John S. Erickson, John Sheehan, Kristin P. Bennett, Deborah L. McGuinness
Addressing Scientific Rigor in Data Analytics Using Semantic Workflows. IPAW (2016)
Rui Yan, Mark T. Greaves, William P. Smith, Deborah L. McGuinness
Remembering the Important Things: Semantic Importance in Stream Reasoning. SR+SWIT@ISWC (2016)
Jamie P. McCusker, Michel Dumontier, Rui Yan, Sylvia He, Jonathan S. Dordick, Deborah L. McGuinness
Finding melanoma drugs through a probabilistic knowledge graph. PeerJ Prepr. 4 (2016)
Paulo Pinheiro, Deborah L. McGuinness, Henrique Santos
Human-Aware Sensor Network Ontology: Semantic Support for Empirical Data Collection. LISC@ISWC (2015)
Jinguang Zheng, Daniel Howsmon, Boliang Zhang, Juergen Hahn, Deborah L. McGuinness, James A. Hendler, Heng Ji
Entity linking for biomedical literature. BMC Medical Informatics Decis. Mak. 15 (S-1) (2015)
Ruth E. Duerr, Jamie P. McCusker, Mark A. Parsons, Siri Jodha Singh Khalsa, Peter L. Pulsifer, Cassidy Thompson, Rui Yan, Deborah L. McGuinness, Peter Fox
Formalizing the semantics of sea ice. Earth Sci. Informatics 8 (1) (2015)
Laura Kinkead, Paulo Pinheiro, Deborah L. McGuinness
Automating the Collection of Semantic Sensor Network Metadata in the Field with Mobile Applications. MoDeST@ISWC (2015)
Henrique Santos, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness
Contextual Data Collection for Smart Cities. S4SC@ISWC (2015)
Yue Liu, Tao Ge, Kusum Mathews, Heng Ji, Deborah L. McGuinness
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. BioNLP@IJCNLP (2015)
Evan W. Patton, Elisabeth Brown, Matthew Poegel, Hannah De Los Santos, Chris Fasano, Kristin P. Bennett, Deborah L. McGuinness
SemNExT: A Framework for Semantically Integrating and Exploring Numeric Analyses. SemStats@ISWC (2015)
Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness
Towards Smart Cache Management for Ontology Based, History-Aware Stream Reasoning. LISC@ISWC (2015)

Deborah L. McGuinness.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Deborah L. McGuinness