| アイテムタイプ |
学術雑誌論文 / Journal Article(1) |
| 公開日 |
2024-03-28 |
| タイトル |
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タイトル |
Exploring the use of AI text-to-image generation to downregulate negative emotions in an expressive writing application |
| 言語 |
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言語 |
eng |
| キーワード |
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主題Scheme |
Other |
|
主題 |
AI art |
| キーワード |
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主題Scheme |
Other |
|
主題 |
image generation |
| キーワード |
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主題Scheme |
Other |
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主題 |
emotion regulation |
| 資源タイプ |
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資源タイプ |
journal article |
| アクセス権 |
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アクセス権 |
open access |
| 著者 |
Azuaje, Gamar
Liew, Kongmeng
Buening, Rebecca
She, Wan Jou
Siriaraya, Panote
若宮, 翔子
荒牧, 英治
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| 抄録 |
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内容記述タイプ |
Abstract |
|
内容記述 |
Conventional writing therapies are versatile, accessible and easy to facilitate online, but often require participants to self-disclose traumatic experiences. To make expressive writing therapies safer for online, unsupervised environments, we explored the use of text-to-image generation as a means to downregulate negative emotions during a fictional writing exercise. We developed a writing tool, StoryWriter, that uses Generative Adversarial Network models to generate artwork from users’ narratives in real time. These images were intended to positively distract users from their negative emotions throughout the writing task. In this paper, we report the outcomes of two user studies: Study 1 (N = 388), which experimentally examined the efficacy of this application via negative versus neutral emotion induction and image generation versus no image generation control groups; and Study 2 (N = 54), which qualitatively examined open-ended feedback. Our results are heterogeneous: both studies suggested that StoryWriter somewhat contributed to improved emotion outcomes for participants with pre-existing negative emotions, but users’ open-ended responses indicated that these outcomes may be adversely modulated by the generated images, which could undermine the therapeutic benefits of the writing task itself. |
| 書誌情報 |
en : Royal Society Open Science
巻 10,
号 1,
発行日 2023-01-04
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| 出版者 |
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出版者 |
Royal Society |
| ISSN |
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収録物識別子タイプ |
EISSN |
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収録物識別子 |
2054-5703 |
| 出版者版DOI |
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関連タイプ |
isReplacedBy |
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識別子タイプ |
DOI |
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関連識別子 |
https://doi.org/10.1098/rsos.220238 |
| 出版者版URI |
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関連タイプ |
isReplacedBy |
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|
識別子タイプ |
URI |
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|
関連識別子 |
https://royalsocietypublishing.org/doi/full/10.1098/rsos.220238 |
| 権利 |
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権利情報Resource |
http://creativecommons.org/licenses/by/4.0/ |
|
権利情報 |
$00A9 2023 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
| 著者版フラグ |
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出版タイプ |
NA |
