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Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference

BACKGROUND: We evaluate the application of the Emotion Ontology (EM) to the task of self-reporting of emotional experience in the context of audience response to academic presentations at the International Conference on Biomedical Ontology (ICBO). Ontology evaluation is regarded as a difficult task....

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Autores principales: Hastings, Janna, Brass, Andy, Caine, Colin, Jay, Caroline, Stevens, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417517/
https://www.ncbi.nlm.nih.gov/pubmed/25937879
http://dx.doi.org/10.1186/2041-1480-5-38
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author Hastings, Janna
Brass, Andy
Caine, Colin
Jay, Caroline
Stevens, Robert
author_facet Hastings, Janna
Brass, Andy
Caine, Colin
Jay, Caroline
Stevens, Robert
author_sort Hastings, Janna
collection PubMed
description BACKGROUND: We evaluate the application of the Emotion Ontology (EM) to the task of self-reporting of emotional experience in the context of audience response to academic presentations at the International Conference on Biomedical Ontology (ICBO). Ontology evaluation is regarded as a difficult task. Types of ontology evaluation range from gauging adherence to some philosophical principles, following some engineering method, to assessing fitness for purpose. The Emotion Ontology (EM) represents emotions and all related affective phenomena, and should enable self-reporting or articulation of emotional states and responses; how do we know if this is the case? Here we use the EM ‘in the wild’ in order to evaluate the EM’s ability to capture people’s self-reported emotional responses to a situation through use of the vocabulary provided by the EM. RESULTS: To achieve this evaluation we developed a tool, EmOntoTag, in which audience members were able to capture their self-reported emotional responses to scientific presentations using the vocabulary offered by the EM. We furthermore asked participants using the tool to rate the appropriateness of an EM vocabulary term for capturing their self-assessed emotional response. Participants were also able to suggest improvements to the EM using a free-text feedback facility. Here, we present the data captured and analyse the EM’s fitness for purpose in reporting emotional responses to conference talks. CONCLUSIONS: Based on our analysis of this data set, our primary finding is that the audience are able to articulate their emotional response to a talk via the EM, and reporting via the EM ontology is able to draw distinctions between the audience’s response to a speaker and between the speakers (or talks) themselves. Thus we can conclude that the vocabulary provided at the leaves of the EM are fit for purpose in this setting. We additionally obtained interesting observations from the experiment as a whole, such as that the majority of emotions captured had positive valence, and the free-form feedback supplied new terms for the EM. AVAILABILITY: EmOntoTag can be seen at http://www.bioontology.ch/emontotag; source code can be downloaded from http://emotion-ontology.googlecode.com/svn/trunk/apps/emontotag/and the ontology is available at http://purl.obolibrary.org/obo/MFOEM.owl. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/2041-1480-5-38) contains supplementary material, which is available to authorized users.
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spelling pubmed-44175172015-05-04 Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference Hastings, Janna Brass, Andy Caine, Colin Jay, Caroline Stevens, Robert J Biomed Semantics Research BACKGROUND: We evaluate the application of the Emotion Ontology (EM) to the task of self-reporting of emotional experience in the context of audience response to academic presentations at the International Conference on Biomedical Ontology (ICBO). Ontology evaluation is regarded as a difficult task. Types of ontology evaluation range from gauging adherence to some philosophical principles, following some engineering method, to assessing fitness for purpose. The Emotion Ontology (EM) represents emotions and all related affective phenomena, and should enable self-reporting or articulation of emotional states and responses; how do we know if this is the case? Here we use the EM ‘in the wild’ in order to evaluate the EM’s ability to capture people’s self-reported emotional responses to a situation through use of the vocabulary provided by the EM. RESULTS: To achieve this evaluation we developed a tool, EmOntoTag, in which audience members were able to capture their self-reported emotional responses to scientific presentations using the vocabulary offered by the EM. We furthermore asked participants using the tool to rate the appropriateness of an EM vocabulary term for capturing their self-assessed emotional response. Participants were also able to suggest improvements to the EM using a free-text feedback facility. Here, we present the data captured and analyse the EM’s fitness for purpose in reporting emotional responses to conference talks. CONCLUSIONS: Based on our analysis of this data set, our primary finding is that the audience are able to articulate their emotional response to a talk via the EM, and reporting via the EM ontology is able to draw distinctions between the audience’s response to a speaker and between the speakers (or talks) themselves. Thus we can conclude that the vocabulary provided at the leaves of the EM are fit for purpose in this setting. We additionally obtained interesting observations from the experiment as a whole, such as that the majority of emotions captured had positive valence, and the free-form feedback supplied new terms for the EM. AVAILABILITY: EmOntoTag can be seen at http://www.bioontology.ch/emontotag; source code can be downloaded from http://emotion-ontology.googlecode.com/svn/trunk/apps/emontotag/and the ontology is available at http://purl.obolibrary.org/obo/MFOEM.owl. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/2041-1480-5-38) contains supplementary material, which is available to authorized users. BioMed Central 2014-09-03 /pmc/articles/PMC4417517/ /pubmed/25937879 http://dx.doi.org/10.1186/2041-1480-5-38 Text en © Hastings et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Hastings, Janna
Brass, Andy
Caine, Colin
Jay, Caroline
Stevens, Robert
Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title_full Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title_fullStr Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title_full_unstemmed Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title_short Evaluating the Emotion Ontology through use in the self-reporting of emotional responses at an academic conference
title_sort evaluating the emotion ontology through use in the self-reporting of emotional responses at an academic conference
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417517/
https://www.ncbi.nlm.nih.gov/pubmed/25937879
http://dx.doi.org/10.1186/2041-1480-5-38
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