Title :
Shall I Compare Thee to Another Story?—An Empirical Study of Analogy-Based Story Generation
Author :
Jichen Zhu ; Ontanon, Santiago
Author_Institution :
Antoinette Westphal Coll. of Media Arts & Design, Drexel Univ., Philadelphia, PA, USA
Abstract :
Despite their use in traditional storytelling, analogy-based narrative devices have not been sufficiently explored in computational narrative. In this paper, we present our analogy-based story generation (ASG) approach in the Riu system, focusing on analogical retrieval and projection. We report on an empirical user evaluation about Riu´s capability to retrieve and generate short noninteractive stories using the story analogies through mapping (SAM) algorithm. This work provides the foundation for exploration of ASG in more complex and interactive computational narrative works.
Keywords :
artificial intelligence; humanities; ASG approach; Riu system; SAM algorithm; analogical projection; analogical retrieval; analogy-based narrative devices; analogy-based story generation approach; interactive computational narrative works; noninteractive stories; story analogies through mapping algorithm; storytelling; user evaluation; Computational modeling; Dynamics; Engines; Focusing; Force; Semantics; Tides; Computational analogy; empirical evaluation; force dynamics (FD); story generation;
Journal_Title :
Computational Intelligence and AI in Games, IEEE Transactions on
DOI :
10.1109/TCIAIG.2013.2275165