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MetaPipe: Predicting Metaphoric Associations and Turning Your Metaphoric Imagination into Reality.

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Title: MetaPipe: Predicting Metaphoric Associations and Turning Your Metaphoric Imagination into Reality.
Authors: Qian, Wenhao (AUTHOR), Hu, Zhenzhen (AUTHOR), Hu, Jialong (AUTHOR), Li, Jia (AUTHOR), Hong, Richang (AUTHOR)
Source: International Journal of Human-Computer Interaction. Jul2026, Vol. 42 Issue 13, p10096-10121. 26p.
Subjects: Design software, Mobile apps, Association of ideas, User-centered system design, Computer graphics, Pictures, Laypersons, Creative ability
Abstract: Visual metaphors, in particular, are powerful tools to communicate complex ideas effectively. However, creating meaningful and visually compelling metaphors is inherently difficult, especially for amateur designers, who often lack the tools and expertise to form strong conceptual connections. To address these challenges, we introduce MetaPipe, a mobile-based design tool that assists users in crafting high-quality visual metaphors. By leveraging three interactive modules, MetaPipe simplifies the creation process, making it accessible to non-experts. We evaluated MetaPipe through two user studies: (1) a usability study with 16 non-design professionals rating their experience of the tool, and (2) a blinded experiment in which 74 participants assessing creativity and metaphorical strength of MetaPipe-generated images. The results demonstrate that MetaPipe significantly enhances the visual metaphor design process, enabling the creation of high-quality and creative images. The code is available: . [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Human-Computer Interaction is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Psychology and Behavioral Sciences Collection
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  Data: MetaPipe: Predicting Metaphoric Associations and Turning Your Metaphoric Imagination into Reality.
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  Data: <searchLink fieldCode="AR" term="%22Qian%2C+Wenhao%22">Qian, Wenhao</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hu%2C+Zhenzhen%22">Hu, Zhenzhen</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hu%2C+Jialong%22">Hu, Jialong</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Jia%22">Li, Jia</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hong%2C+Richang%22">Hong, Richang</searchLink> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Human-Computer+Interaction%22">International Journal of Human-Computer Interaction</searchLink>. Jul2026, Vol. 42 Issue 13, p10096-10121. 26p.
– Name: Subject
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  Data: <searchLink fieldCode="DE" term="%22Design+software%22">Design software</searchLink><br /><searchLink fieldCode="DE" term="%22Mobile+apps%22">Mobile apps</searchLink><br /><searchLink fieldCode="DE" term="%22Association+of+ideas%22">Association of ideas</searchLink><br /><searchLink fieldCode="DE" term="%22User-centered+system+design%22">User-centered system design</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+graphics%22">Computer graphics</searchLink><br /><searchLink fieldCode="DE" term="%22Pictures%22">Pictures</searchLink><br /><searchLink fieldCode="DE" term="%22Laypersons%22">Laypersons</searchLink><br /><searchLink fieldCode="DE" term="%22Creative+ability%22">Creative ability</searchLink>
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  Data: Visual metaphors, in particular, are powerful tools to communicate complex ideas effectively. However, creating meaningful and visually compelling metaphors is inherently difficult, especially for amateur designers, who often lack the tools and expertise to form strong conceptual connections. To address these challenges, we introduce MetaPipe, a mobile-based design tool that assists users in crafting high-quality visual metaphors. By leveraging three interactive modules, MetaPipe simplifies the creation process, making it accessible to non-experts. We evaluated MetaPipe through two user studies: (1) a usability study with 16 non-design professionals rating their experience of the tool, and (2) a blinded experiment in which 74 participants assessing creativity and metaphorical strength of MetaPipe-generated images. The results demonstrate that MetaPipe significantly enhances the visual metaphor design process, enabling the creation of high-quality and creative images. The code is available: . [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
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  Data: <i>Copyright of International Journal of Human-Computer Interaction is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=pbh&AN=194842600
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        Value: 10.1080/10447318.2025.2581257
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      – Code: eng
        Text: English
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        Type: general
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      – SubjectFull: Association of ideas
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            NameFull: Qian, Wenhao
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              Text: Jul2026
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              Y: 2026
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