INTEGRATING LOGICAL AND SUB-SYMBOLIC CONTEXTS OF REASONING

Tarek Besold, Stefan Mandl

Abstract

We propose an extension of the heterogeneous multi-context reasoning framework by G. Brewka and T. Eiter, which, in addition to logical contexts of reasoning, also incorporates sub-symbolic contexts of reasoning. The main findings of the paper are a simple extension of the concept of bridge rules to the sub-symbolic case and the concept of bridge rule models that allows for a straightforward enumeration of all equilibria of multi-context systems. We illustrate our approach with two examples from the fields of text and image classification.

References

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Paper Citation


in Harvard Style

Besold T. and Mandl S. (2010). INTEGRATING LOGICAL AND SUB-SYMBOLIC CONTEXTS OF REASONING . In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-674-021-4, pages 494-497. DOI: 10.5220/0002704704940497


in Bibtex Style

@conference{icaart10,
author={Tarek Besold and Stefan Mandl},
title={INTEGRATING LOGICAL AND SUB-SYMBOLIC CONTEXTS OF REASONING},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2010},
pages={494-497},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002704704940497},
isbn={978-989-674-021-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - INTEGRATING LOGICAL AND SUB-SYMBOLIC CONTEXTS OF REASONING
SN - 978-989-674-021-4
AU - Besold T.
AU - Mandl S.
PY - 2010
SP - 494
EP - 497
DO - 10.5220/0002704704940497