| Budget Amount *help |
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
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| Outline of Final Research Achievements |
In this project, we attempted to develop computational models for aesthetic appreciation and judgment for Western paintings as visual arts and metaphors as literary arts. For visual arts, we collected a large dateset of human aesthetic judgments and found that some factors for aesthetic judgment can be predicted by vector representations of painting images. For literary arts, we proposed a computational method for generating metaphors using a vector space model and demonstrated that the proposed method can generate more fresh (or innovative) metaphors than the original ones used in literary works.
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