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Leaving the Script Justin Permar Soar Workshop June 5, 2013

ADAM LAB @ GT. Leaving the Script Justin Permar Soar Workshop June 5, 2013. http://adam.cc.gatech.edu/. 1. Creative generation of activities Freeform narrative domains Search and recognition. PROBLEM. http://adam.cc.gatech.edu/. 2. FORMALIZATION: CONCEPTUAL BLENDING.

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Leaving the Script Justin Permar Soar Workshop June 5, 2013

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  1. ADAM LAB @ GT Leaving the Script Justin Permar Soar Workshop June 5, 2013 http://adam.cc.gatech.edu/ 1

  2. Creative generation of activities • Freeform narrative domains • Search and recognition PROBLEM http://adam.cc.gatech.edu/ 2

  3. FORMALIZATION: CONCEPTUAL BLENDING Image source: http://blindmen6.tumblr.com/post/24629045267/conceptual-blending-theory-according-to http://adam.cc.gatech.edu/ 3

  4. EXAMPLE BLEND http://adam.cc.gatech.edu/ 4

  5. EXAMPLE OUTPUT http://adam.cc.gatech.edu/ 5

  6. Input: Two simple directed acyclic graphs (DAGs) • Counterpart mapping • Find all paths, accounting for temporal ordering • Counterpart-collection via rules • Exact-match • Predicate-match • Ordered-entity-match • Mapping-selection • Iconicity preference • Default heuristic: Maximize # of pair matches • Modify-target • Exact-match: no change • Predicate-match: change one entity • Ordered-entity-match: change predicate Output: One "blend" DAG ALGORITHM http://adam.cc.gatech.edu/ 6

  7. NUGGETS AND COAL • Simple knowledge representation • Satisfying temporality constraints • Creative blends! • Human-like blends by using iconicity • Need to conduct evaluation • Produces zero or one blends • Causality is a tricky problem • Performance • Optimal blends • Context?? http://adam.cc.gatech.edu/ 7

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