Understanding goal-based stories through model finding and planning

We present an approach for understanding goal-based stories that combines model finding and planning. We present an algorithm that takes narrated actions, narrated properties, and a domain description as input and produces weighted models as output. We demonstrate the use of the approach on two examples. Copyright © 2007, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.