Applying Personal Knowledge Graphs to Health

Authors
Shirai, Sola
Seneviratne, Oshani
McGuinness, Deborah L.
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Issue Date
2021-04
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Attribution-NonCommercial-NoDerivs 3.0 United States
Full Citation
Shirai, S., Seneviratne, O., & McGuinness, D. L. Applying Personal Knowledge Graphs to Health. DOI: arxiv-2104.07587. Apr 2021
Abstract
Knowledge graphs that encapsulate personal health information, or personal health knowledge graphs (PHKG), can help enable personalized health care in knowledge-driven systems. In this paper we provide a short survey of existing work surrounding the emerging paradigm of PHKGs and highlight the major challenges that remain. We find that while some preliminary exploration exists on the topic of personal knowledge graphs, development of PHKGs remains under-explored. A range of challenges surrounding the collection, linkage, and maintenance of personal health knowledge remains to be addressed to fully realize PHKGs.
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arXiv
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