web and creative collaborations: two approaches bipin indurkhya agh university of science and...
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Web and creative collaborations: Two approaches
Bipin IndurkhyaAGH University of Science and Technology,
Cracow, Poland
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Creativity as a collaborative process
• Creative insights emerge from a number of independent agents interacting together
• We present two approaches that:– Incorporate collaborative interactions underlying
creativity– Take advantage of web-based connectivity
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Approach 1: Exploring creativity in word-image associations
• Two main characteristics of creativity:– Originality (novelty)– Intelligibility (usefulness, meaningfulness…)
• Incorporate them in a crowd-computing platform
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SynAPP System(Joint work with Gael Abadin and J.C. Burguillo)
• A platform where user can create ideas/artifacts (interpretations)
• User can also judge appropriateness of (interpretations) created by other users
• Originality (novelty) is determined by how uncommon is the (interpretation)
• Provide visual feedback, and measure its impact on creativity score
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Task: Generate free association between pairs of images
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Evaluation of other user’s associations
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Evaluations of a user association
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Displaying feedback: Scatterplot
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Feedback: Chronological Display
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Impact on standard creativity scores
• Users are given creativity tests on periodic intervals:– Word equation analysis test (Shortz & Worthy)– Alternative uses test (Guilford)– Property matching test (Wallach & Kogan)
• Measure the change in these scores over time
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Approach 2: Use of WordNet to generate interpretation of visual metaphors
(Joint work with R. Bhatt and A. Ojha)
• Visual metaphors are pictorial metaphors based on perceptual similarities (shape, color,…)
• The goal is to produce conceptual anchors based on perceptual similarities between two given pictures (source and target)
• These conceptual anchors provide the conceptual interpretation of the visual metaphor
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• Becomes better as it grows old• Standing pillars of tradition• Beauty in taste• Taste of history• Taj for eyes, wine for tongue• What a waste of time
Examples of visual metaphor interpretations
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Finding common conceptual base of a given pair of perceptual features using WordNet