Abstract
Many AI systems define, store, and manipulate a user model (UM) by knowledge representation means different or separate from the system’s knowledge base (KB). This paper describes a UM strategy in a system for generation of NL explanations. The idea is to track the user’s requests and to modify the declarative patterns for information retrieval by actors. This allows for dynamic tailoring of the explanations to the user’s previous knowledge.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Angelova, G., K. Bontcheva. DB-MAT: Knowledge Acquisition, Processing and NL Generation using Conceptual Graphs. Proc. ICCS-96, LNAI 1115, pp. 115–129.
Angelova, G., K. Bontcheva. Task-Dependent Aspects of Knowledge Acquisition: a Case Study in a Technical Domain. Proc. ICCS-97, LNAI 1257, pp. 183–198.
Finin, T. GUMS—A General User Modeling Shell. In Kobsa and Wahlster (eds.): User Models in Dialog Systems, pp. 411–430, Springer-Verlag, Berlin.
Mineau, G. From Actors to Processes: The Representation of Dynamic Knowledge using Conceptual Graphs. Proc. ICCS-98, LNAI 1453, pp. 65–79.
N. Nikolov, Ch. Mellish, G. Ritchie. Sentence Generation from Conceptual Graphs. Proc. ICCS’95, LNAI 954, pp. 74–88.
Paris, C. The Use of Explicit User Models in a Generation System for Tailoring Answers to the User’s Level of Expertise. In Kobsa and Wahlster (eds.): User Models in Dialog Systems, pp. 200–230, Springer-Verlag, Berlin.
Raban, R. and Delugach, H. Animating Conceptual Graphs. Proc. ICCS’97, LNAI 1257, pp. 431–445.
J. Sowa. Conceptual Structures: Information Processing in Mind and Machine. Addison-Wesley, Reading, MA, 1984.
Mann, G. Procedural Renunciation and the Semi-automatic Trap. Proc. ICCS’98, LNAI 1453, pp. 319–333.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1999 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Nenkova, A., Angelova, G. (1999). User Modelling as an Application of Actors. In: Tepfenhart, W.M., Cyre, W. (eds) Conceptual Structures: Standards and Practices. ICCS 1999. Lecture Notes in Computer Science(), vol 1640. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48659-3_3
Download citation
DOI: https://doi.org/10.1007/3-540-48659-3_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-66223-5
Online ISBN: 978-3-540-48659-6
eBook Packages: Springer Book Archive