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Cited by 329

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Procedural knowledge

Georgeff, M.P., Lansky, A.L.·1986·Proceedings of the IEEE

Abstract

Much of commonsense knowledge about the real world is in the form of procedures or sequences of actions for achieving particular goals. In this paper, a formalism is presented for representing such knowledge using the notion of process. A declarative semantics for the representation is given, which allows a user to state facts about the effects of doing things in the problem domain of interest. An operational semantics is also provided, which shows how this knowledge can be used to achieve particular goals or to form intentions regarding their achievement. Given both semantics, our formalism additionally serves as an executable specification language suitable for constructing complex systems. A system based on this formalism is described, and examples involving control of an autonomous robot and fault diagnosis for NASA's space shuttle are provided.

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Metadata

Authors
Georgeff, M. P., & Lansky, A. L.
Venue
Proceedings of the IEEE
Published
1986
Volume
74
Issue
10
Pages
1383-1398
ISSN
0018-9219 (ISSN-L)
OpenAlex
W2296400517
Cited by
329
References
2
FWCI
5.19
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Procedural knowledge. https://app.cochat.ai/papers/10.1109/proc.1986.13639
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Georgeff, M. P., & Lansky, A. L. (1986). Procedural knowledge. Proceedings of the IEEE. https://doi.org/10.1109/proc.1986.13639

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.