A Data-Driven Case-Based Reasoning Approach to Interactive Storytelling (bibtex)
by Swanson, Reid and Gordon, Andrew S.
Abstract:
In this paper we describe a data-driven interactive story- telling system similar to previous work by Gordon & Swanson. We ad- dresses some of the problems of their system, by combining information retrieval, machine learning and natural language processing. To evaluate our system, we leverage emerging crowd-sourcing communities to collect orders of magnitude more data and show statistical improvement over their system. The end result is a computer agent capable of contributing to stories that are nearly indistinguishable form entirely human written ones to outside observers.
Reference:
A Data-Driven Case-Based Reasoning Approach to Interactive Storytelling (Swanson, Reid and Gordon, Andrew S.), In The Third International Conference on Interactive Digital Storytelling (ICIDS 2010), 2010.
Bibtex Entry:
@inproceedings{swanson_data-driven_2010,
	address = {Edinburgh, UK},
	title = {A {Data}-{Driven} {Case}-{Based} {Reasoning} {Approach} to {Interactive} {Storytelling}},
	url = {http://ict.usc.edu/pubs/A%20Data-Driven%20Case-Based%20Reasoning%20Approach%20to%20Interactive%20Storytelling.pdf},
	abstract = {In this paper we describe a data-driven interactive story- telling system similar to previous work by Gordon \& Swanson. We ad- dresses some of the problems of their system, by combining information retrieval, machine learning and natural language processing. To evaluate our system, we leverage emerging crowd-sourcing communities to collect orders of magnitude more data and show statistical improvement over their system. The end result is a computer agent capable of contributing to stories that are nearly indistinguishable form entirely human written ones to outside observers.},
	booktitle = {The {Third} {International} {Conference} on {Interactive} {Digital} {Storytelling} ({ICIDS} 2010)},
	author = {Swanson, Reid and Gordon, Andrew S.},
	month = nov,
	year = {2010},
	keywords = {The Narrative Group}
}
Powered by bibtexbrowser