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Impact of Conversational Formality on the Quality and Formality of Written Summaries

This study investigated the impact of conversational agent formality on the quality of summaries and formality of written summaries during the training session and on posttest in a trialog-based intelligent tutoring system (ITS). During training, participants learned summarization strategies with th...

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Detalles Bibliográficos
Autores principales: Li, Haiying, Graesser, Art C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334167/
http://dx.doi.org/10.1007/978-3-030-52237-7_26
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author Li, Haiying
Graesser, Art C.
author_facet Li, Haiying
Graesser, Art C.
author_sort Li, Haiying
collection PubMed
description This study investigated the impact of conversational agent formality on the quality of summaries and formality of written summaries during the training session and on posttest in a trialog-based intelligent tutoring system (ITS). During training, participants learned summarization strategies with the guidance of conversational agents who spoke one of the following three styles of language: (1) a formal language for both the teacher agent and the student agent, (2) an informal language for both agents, and (3) a mixed language with a formal language for the teacher agent and the informal language for the student agent. Results showed that participants wrote better quality summaries during training than pretest and/or posttest in each condition. Results also showed that agent informal language caused participants to write more informal summaries during training than on pretest. Implications are discussed for the potential application of adaptive design of conversational agents in the ITS.
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spelling pubmed-73341672020-07-06 Impact of Conversational Formality on the Quality and Formality of Written Summaries Li, Haiying Graesser, Art C. Artificial Intelligence in Education Article This study investigated the impact of conversational agent formality on the quality of summaries and formality of written summaries during the training session and on posttest in a trialog-based intelligent tutoring system (ITS). During training, participants learned summarization strategies with the guidance of conversational agents who spoke one of the following three styles of language: (1) a formal language for both the teacher agent and the student agent, (2) an informal language for both agents, and (3) a mixed language with a formal language for the teacher agent and the informal language for the student agent. Results showed that participants wrote better quality summaries during training than pretest and/or posttest in each condition. Results also showed that agent informal language caused participants to write more informal summaries during training than on pretest. Implications are discussed for the potential application of adaptive design of conversational agents in the ITS. 2020-06-09 /pmc/articles/PMC7334167/ http://dx.doi.org/10.1007/978-3-030-52237-7_26 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Li, Haiying
Graesser, Art C.
Impact of Conversational Formality on the Quality and Formality of Written Summaries
title Impact of Conversational Formality on the Quality and Formality of Written Summaries
title_full Impact of Conversational Formality on the Quality and Formality of Written Summaries
title_fullStr Impact of Conversational Formality on the Quality and Formality of Written Summaries
title_full_unstemmed Impact of Conversational Formality on the Quality and Formality of Written Summaries
title_short Impact of Conversational Formality on the Quality and Formality of Written Summaries
title_sort impact of conversational formality on the quality and formality of written summaries
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334167/
http://dx.doi.org/10.1007/978-3-030-52237-7_26
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