Decidable Reasoning in a Logic of Limited Belief with Function Symbols. Lakemeyer, G. & Levesque, H. J. In Baral, C., Delgrande, J. P., & Wolter, F., editors, 15th International Conference on Principles of Knowledge Representation and Reasoning (KR 2016), pages 288–297, Cape Town, South Africa, 2016. AAAI Press, AAAI Press. ![Decidable Reasoning in a Logic of Limited Belief with Function Symbols [pdf]](https://bibbase.org/img/filetypes/pdf.svg "pdf")
Paper abstract bibtex 3 downloads A principled way to study limited forms of reasoning for expressive knowledge bases is to specify the reasoning problem within a suitable logic of limited belief. Ideally such a logic comes equipped with a perspicuous semantics, which provides insights into the nature of the belief model and facilitates the study of the reasoning problem. While a number of such logics were proposed in the past, none of them is able to deal with function symbols except perhaps for the special case of logical constants. In this paper we propose a logic of limited belief with arbitrary function symbols. Among other things, we demonstrate that this form of limited belief has desirable properties such as eventual completeness for a large class of formulas and that it serves as a specification of a form of decidable reasoning for very expressive knowledge bases.
@inproceedings {LakemeyerLevesque2016,
title = {Decidable Reasoning in a Logic of Limited Belief with Function Symbols},
booktitle = {15th International Conference on Principles of Knowledge Representation and Reasoning (KR 2016)},
year = {2016},
pages = {288--297},
publisher = {AAAI Press},
organization = {AAAI Press},
address = {Cape Town, South Africa},
abstract = {A principled way to study limited forms of reasoning for expressive knowledge bases is to specify the reasoning problem within a suitable logic of limited belief. Ideally such a logic comes equipped with a perspicuous semantics, which provides insights into the nature of the belief model and facilitates the study of the reasoning problem. While a number of such logics were proposed in the past, none of them is able to deal with function symbols except perhaps for the special case of logical constants. In this paper we propose a logic of limited belief with arbitrary function symbols. Among other things, we demonstrate that this form of limited belief has desirable properties such as eventual completeness for a large class of formulas and that it serves as a specification of a form of decidable reasoning for very expressive knowledge bases.},
url_Paper = {https://kbsg.rwth-aachen.de/sites/kbsg/files/LakemeyerLevesque2016.pdf},
author = {Lakemeyer, Gerhard and Levesque, Hector J.},
editor = {Chitta Baral and James P. Delgrande and Frank Wolter},
}
Downloads: 3
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