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{
    "pk": 28430,
    "title": "PUBLICATION-BASED PRESENTATION: Modeling\nHuman Creative Cognition using AI Techniques",
    "subtitle": null,
    "abstract": "DiPaola’s research endeavors to build top down Artificial\nIntelligence (AI) models of human creativity, empathy and\nexpression for both use in new forms of computation systems\nas well as analysis of how the creative mind works. In doing\nso he has interviewed hundreds of artists, writers and\nmusicians on how they perceive their creative talent and its\noriginals. Combined with research from neuro-aesthetics and\ncomputer modelling, DiPaola notes that while many creative\nindividuals report that they believe new insights as coming\ninto them from an external source during creative flow, that\nevidence point to these new creative ideas and interpretations\noften more likely have internal roots from the individual’s,\nmid and long term past experiences and processes. DiPaola\nattempts to model this and other human creativity processes\nin computational form often as AI systems such as deep\nlearning, reinforcement learning and evolution programming.\nTwo efforts underway in DiPaola’s research lab are mapping\nout the creative process of a fine art portrait painter using 5\nhierarchical AI systems, as well as modelling an empathetic\nembodied character agent who can understand emotions from\nthose she talks with and construct creative narrative or quote\nlike responses.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "computational creativity; fine art painting;\ncreativity; empathy; artificial intelligence; deep learning;\nevolutionary programming"
        }
    ],
    "section": "Publication-based Talks",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/2hv483j3",
    "frozenauthors": [
        {
            "first_name": "Steve",
            "middle_name": "",
            "last_name": "DiPaola",
            "name_suffix": "",
            "institution": "Simon Fraser University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2019-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28430/galley/18301/download/"
        }
    ]
}