The Personal Health Knowledge Graph Workshop 2021

About The Event

This workshop is co-located with the 2021 Knowledge Graph Conference.

We seek original contributions describing theoretical and practical methods and techniques for building and maintaining personal health knowledge graphs. The workshop will cover topics around data integration, data profiling, data curation, querying, knowledge discovery, ontology mapping, matching, reconciliation, machine learning approaches, and applications of personal health. We will have several invited speakers who are thought leaders in this space. Furthermore, we plan to have a panel discussion comprising experts from industry, government, and academia. In summary, the primary objectives of this workshop will be to provide a platform to discuss:

Definitions of personal health knowledge graphs
Opportunities for the application of personal health knowledge graphs
Challenges of creating and maintaining a personalized health knowledge graph
Opportunities for knowledge graph research in this space

Where

Virtual

When

Tuesday 4^th May 2021

Call for Extended Abstracts

We invite extended abstracts that include discussions related to the following topics.

Applications of personal health knowledge graphs
Models to encode the relevant information in a personal health knowledge graph
Perspectives on personal health
Interoperability aspects when integrating personal health data from disparate sources
Reasoning and querying over a personal health knowledge graph
Adaptively contextualizing personal health knowledge graphs
Techniques for keeping personal health knowledge graphs current
Ensuring privacy and security for a personal health knowledge graph
Real-world use cases that create or consume personal health knowledge graphs

The extended abstracts must be 1-page long (references excluded), in single-column (full page) format, with at least 1-inch margins, and font size of 11pt (times roman) or higher.

Please submit your abstracts at https://easychair.org/conferences/?conf=phkg2021 no later than April 16, 2021 11:59 AoE.

We have a special issue on Personal Health Knowledge Graphs of the Data Intelligence Journal published by MIT Press. The workshop paper presenters are welcome to submit to this special issue.

Important Dates

Abstract Deadline	April 16, 2021 11:59 AoE ~~April 4, 2021 11:59 AoE~~ (Deadline extended!)
Acceptance Notificaions	April 19, 2021 11:59 AoE
Workshop Presentations	May 4 2021 10:00-15:00 EST
Extended versions of invited paper submission to the Data Intelligence Journal	Sep 30, 2021 11:59 AoE
Publication of the Journal special issue on Personal Health Knowledge Graphs	Mar 25, 2022

Invited Speakers

Please click on the invited speakers' thumbnails to learn more about their talks.

Schedule

^*All times are in EDT.

10:00 AM

Opening Remarks Workshop Organizers (delivered by Oshani Seneviratne)

10:05 AM

Keynote Honghan Wu

Surface semantics from electronic medical records with knowledge graph technologies

Chair: Marco Monti

10:45 AM

Paper Session 1 (10 mins each including Q&A)

Chair: Marco Monti

Weakly supervised entity linking and ontology matching to enrich patients’ rare disease coding
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Emma Whitfield and Honghan Wu
Lifetime Medication Exposure, Dose and Response Nodes for Personal Health Knowledge Graphs
Allen Flynn
The Personal Health Library: Taking EHR design to the Next Level
Nariman Ammar, Oshani Seneviratne, James E. Bailey, Robert L. Davis, Deborah McGuinness and Arash Shaban-Nejad

11:15 AM

Short Break

11:30 AM

Keynote Luna Dong

Self-driving product understanding for thousands of categories

Chair: Ching-Hua Chen

12:10 PM

Paper Session 2 (10 mins each including Q&A)

Chair: Ching-Hua Chen

A Heuristic Architecture for Federated Question Answering System for Personal Health Knowledge Graphs
Yuxuan Wang and Oshani Seneviratne
Ontological Modeling of Enablers and Barriers to Behavior Change in Personal Health Knowledge Graphs
Tania Bailoni, Mauro Dragoni, Esteban Guerrero, Helena Lindgren and Jean-Claude Martin

12:30 PM

Long Break

01:00 PM

Keynote Tara Safavi

Toward Activity Discovery in the Personal Web

Chair: Mohammed J Zaki

01:40 PM

Paper Session 3 (10 mins each including Q&A)

Chair: Mohammed J Zaki

Building Mobile Personal Health Knowledge Graphs using Punya
William Van Woensel, Evan Patton, Oshani Seneviratne, Floriano Scioscia, Giuseppe Loseto and Lalana Kagal
Towards Capturing Personas, Personal Domain Literacy and Context in Personal Health Knowledge Graphs
Daniel Gruen, Shruthi Chari, Oshani Seneviratne and Deborah L. McGuinness
IoT and Blockchain for Personal Health Knowledge Graph Creation
Manan Shukla, Jianjing Lin and Oshani Seneviratne

02:10 PM