Conceiving an application ontology to model patient human papillomavirus vaccine counseling for dialogue management.
Conversational agent
Dialogue system
Human papillomavirus vaccine
Ontology
Patient provider communication
Journal
BMC bioinformatics
ISSN: 1471-2105
Titre abrégé: BMC Bioinformatics
Pays: England
ID NLM: 100965194
Informations de publication
Date de publication:
23 Dec 2019
23 Dec 2019
Historique:
entrez:
24
12
2019
pubmed:
24
12
2019
medline:
23
2
2020
Statut:
epublish
Résumé
In the United States and parts of the world, the human papillomavirus vaccine uptake is below the prescribed coverage rate for the population. Some research have noted that dialogue that communicates the risks and benefits, as well as patient concerns, can improve the uptake levels. In this paper, we introduce an application ontology for health information dialogue called Patient Health Information Dialogue Ontology for patient-level human papillomavirus vaccine counseling and potentially for any health-related counseling. The ontology's class level hierarchy is segmented into 4 basic levels - Discussion, Goal, Utterance, and Speech Task. The ontology also defines core low-level utterance interaction for communicating human papillomavirus health information. We discuss the design of the ontology and the execution of the utterance interaction. With an ontology that represents patient-centric dialogue to communicate health information, we have an application-driven model that formalizes the structure for the communication of health information, and a reusable scaffold that can be integrated for software agents. Our next step will to be develop the software engine that will utilize the ontology and automate the dialogue interaction of a software agent.
Sections du résumé
BACKGROUND
BACKGROUND
In the United States and parts of the world, the human papillomavirus vaccine uptake is below the prescribed coverage rate for the population. Some research have noted that dialogue that communicates the risks and benefits, as well as patient concerns, can improve the uptake levels. In this paper, we introduce an application ontology for health information dialogue called Patient Health Information Dialogue Ontology for patient-level human papillomavirus vaccine counseling and potentially for any health-related counseling.
RESULTS
RESULTS
The ontology's class level hierarchy is segmented into 4 basic levels - Discussion, Goal, Utterance, and Speech Task. The ontology also defines core low-level utterance interaction for communicating human papillomavirus health information. We discuss the design of the ontology and the execution of the utterance interaction.
CONCLUSION
CONCLUSIONS
With an ontology that represents patient-centric dialogue to communicate health information, we have an application-driven model that formalizes the structure for the communication of health information, and a reusable scaffold that can be integrated for software agents. Our next step will to be develop the software engine that will utilize the ontology and automate the dialogue interaction of a software agent.
Identifiants
pubmed: 31865902
doi: 10.1186/s12859-019-3193-7
pii: 10.1186/s12859-019-3193-7
pmc: PMC6927108
doi:
Substances chimiques
Papillomavirus Vaccines
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
706Subventions
Organisme : NLM NIH HHS
ID : R00 LM012104
Pays : United States
Organisme : NIAID NIH HHS
ID : R01 AI130460
Pays : United States
Organisme : NLM NIH HHS
ID : R01 LM011829
Pays : United States
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