CAISOR Archive of Articles, PM-2005-009

Integrating a Discourse Model with a Learning Case-Based Reasoning System

Karolina Eliasson

Description of, and links to the document with the title and author mentioned above:
Publication and conference presentation (refereed):

Proceedings of DIALOR Workshop on Dialogue, 2005.

Open access: [pdf]
Publisher version: [No link from here].


We present a discourse model integrated with a case-based reasoning dialogue system which learns from experience. The discourse model is capable of solving references, manage sub dialogues and respect the current topic in a dialogue in natural language. The framework is flexible enough not to disturb the learning functions, but allows dynamic changes to a large extent. The system is tested in a traffic surveillance domain together with a simulated UAV and is found to be robust and reliable.

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