Envisioning information
Participating in explanatory dialogues: interpreting and responding to questions in context
Participating in explanatory dialogues: interpreting and responding to questions in context
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Discovering Geographic Knowledge: The INGENS System
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Generating User-Adapted Hypermedia from Discourse Plans
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
User-Adapted Image Descriptions from Annotated Knowledge Sources
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
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In this paper, we propose to provide KDD end-users with a tool which can not only discover the necessary knowledge for supporting their decision making processes but also present it in an immediately and intuitively understandable way. The presentation method is based on natural language generation (NLG) techniques. It has been implemented into the agent DM-PA which, starting from an XML representation of the discovered knowledge, can generate the description of the application of this knowledge to a specific decision context by using different presentation modalities. The presentation agent has been interfaced with INGENS, a prototypical GIS with capabilities of knowledge discovery. Results of the first integration prototype are discussed.