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An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines

In this study, we introduce an ontology-driven software engine to provide dialogue interaction functionality for a conversational agent for HPV vaccine counseling. Currently, the HPV vaccination rates are low that risks unprotected individuals at being infected with HPV, a virus that leads to life-t...

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Autores principales: Amith, Muhammad, Lin, Rebecca, Cui, Licong, Wang, Dennis, Zhu, Anna, Xiong, Grace, Xu, Hua, Roberts, Kirk, Tao, Cui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376741/
https://www.ncbi.nlm.nih.gov/pubmed/32704245
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author Amith, Muhammad
Lin, Rebecca
Cui, Licong
Wang, Dennis
Zhu, Anna
Xiong, Grace
Xu, Hua
Roberts, Kirk
Tao, Cui
author_facet Amith, Muhammad
Lin, Rebecca
Cui, Licong
Wang, Dennis
Zhu, Anna
Xiong, Grace
Xu, Hua
Roberts, Kirk
Tao, Cui
author_sort Amith, Muhammad
collection PubMed
description In this study, we introduce an ontology-driven software engine to provide dialogue interaction functionality for a conversational agent for HPV vaccine counseling. Currently, the HPV vaccination rates are low that risks unprotected individuals at being infected with HPV, a virus that leads to life-threatening cancers. In addition, we developed a question answering subsystem to support the dialogue engine. In this paper, we discuss our design and development of an ontology-driven dialogue engine that uses the Patient Health Information Dialogue Ontology, an ontology that we previously developed, and a question answering subsystem based on various previous methods to supplement the dialogue engine’s interaction with the user. Our next step is to test the functional ability of the ontology-driven software components and deploy the engine in a live environment to be integrated with a speech interface.
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spelling pubmed-73767412020-07-23 An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines Amith, Muhammad Lin, Rebecca Cui, Licong Wang, Dennis Zhu, Anna Xiong, Grace Xu, Hua Roberts, Kirk Tao, Cui CEUR Workshop Proc Article In this study, we introduce an ontology-driven software engine to provide dialogue interaction functionality for a conversational agent for HPV vaccine counseling. Currently, the HPV vaccination rates are low that risks unprotected individuals at being infected with HPV, a virus that leads to life-threatening cancers. In addition, we developed a question answering subsystem to support the dialogue engine. In this paper, we discuss our design and development of an ontology-driven dialogue engine that uses the Patient Health Information Dialogue Ontology, an ontology that we previously developed, and a question answering subsystem based on various previous methods to supplement the dialogue engine’s interaction with the user. Our next step is to test the functional ability of the ontology-driven software components and deploy the engine in a live environment to be integrated with a speech interface. 2019-10 /pmc/articles/PMC7376741/ /pubmed/32704245 Text en https://creativecommons.org/licenses/by/4.0/Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0) http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Amith, Muhammad
Lin, Rebecca
Cui, Licong
Wang, Dennis
Zhu, Anna
Xiong, Grace
Xu, Hua
Roberts, Kirk
Tao, Cui
An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title_full An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title_fullStr An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title_full_unstemmed An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title_short An Ontology-Powered Dialogue Engine For Patient Communication of Vaccines
title_sort ontology-powered dialogue engine for patient communication of vaccines
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376741/
https://www.ncbi.nlm.nih.gov/pubmed/32704245
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