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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2019
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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. |
format | Online Article Text |
id | pubmed-7376741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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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