INTEGRATING LOGICAL AND SUB-SYMBOLIC CONTEXTS OF REASONING

Tarek Besold, Stefan Mandl

2010

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.

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