On the Role of Domain Knowledge in Analogy-Based Story Generation
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Pages 1717-1721.
Abstract
Computational narrative is a complex and interesting domain for exploring AI techniques that algorithmically analyze, understand, and most importantly, generate stories. This paper studies the importance of domain knowledge in story generation, and particularly in analogy-based story generation (ASG). Based on the construct of knowledge container in case-based reasoning, we present a theoretical framework for incorporating domain knowledge in ASG. We complement the framework with empirical results in our existing system Riu.
@inproceedings{ijcai2011p288,
title = {On the Role of Domain Knowledge in Analogy-Based Story Generation},
author = {Ontañón, Santiago and Zhu, Jichen},
booktitle = {Proceedings of the Twenty-Second International Joint Conference on
Artificial Intelligence, {IJCAI-11}},
publisher = {AAAI Press/International Joint Conferences on Artificial Intelligence},
editor = {Toby Walsh},
pages = {1717--1721},
year = {2011},
month = {7},
doi = {10.5591/978-1-57735-516-8/IJCAI11-288},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-288},
}
TY - CPAPER TI - On the Role of Domain Knowledge in Analogy-Based Story Generation AU - Ontañón, Santiago AU - Zhu, Jichen T2 - Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11 PB - AAAI Press/International Joint Conferences on Artificial Intelligence PY - 2011 SP - 1717 EP - 1721 DO - 10.5591/978-1-57735-516-8/IJCAI11-288 UR - https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-288 ER -Copied
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