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Authors: Zahira Ghalem 1 ; 2 ; Karima Berramla 3 ; 4 ; Thouraya Bouabana-Tebibel 1 and Djamel Zegour 1

Affiliations: 1 Laboratoire de la Communication dans les Systèmes Informatiques (LCSI), Ecole Nationale Supérieure d’Informatique (ESI), BP, 68M Oued-Smar,16270 Alger, Algeria ; 2 Oran 2 University Ahmed Ben Ahmed, Algeria ; 3 LAPECI Laboratory, Oran 1 University Ahmed Ben Bella, Algeria ; 4 University of Science and Technology Mohamed Boudiaf, Algeria

Keyword(s): Artificial Reasoning, Game Playing, Knowledge Generalization, Knowledge Representation.

Abstract: In the quest to advance artificial reasoning, this article delves into the contrasting realms of Case-Based Reasoning (CBR) and Pattern-Based Reasoning (PBR). Drawing inspiration from human thinking behavior in tackling novel problems. The study centers on the chess domain, exploring the intricacies of representation, generalization, and reasoning processes. It illuminates the fundamental trade-off between computational efficiency and decision quality in (PBR) systems. This comprehensive examination provides valuable insights into the adaptability of reasoning systems and the role of abstract knowledge bases in enhancing performance.

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Paper citation in several formats:
Ghalem, Z.; Berramla, K.; Bouabana-Tebibel, T. and Zegour, D. (2024). On the Artificial Reasoning with Chess: A CBR vs PBR View. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration; ISBN 978-989-758-682-8; ISSN 2184-4348, SciTePress, pages 378-385. DOI: 10.5220/0012624000003645

@conference{mbse-ai integration24,
author={Zahira Ghalem. and Karima Berramla. and Thouraya Bouabana{-}Tebibel. and Djamel Zegour.},
title={On the Artificial Reasoning with Chess: A CBR vs PBR View},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration},
year={2024},
pages={378-385},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012624000003645},
isbn={978-989-758-682-8},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration
TI - On the Artificial Reasoning with Chess: A CBR vs PBR View
SN - 978-989-758-682-8
IS - 2184-4348
AU - Ghalem, Z.
AU - Berramla, K.
AU - Bouabana-Tebibel, T.
AU - Zegour, D.
PY - 2024
SP - 378
EP - 385
DO - 10.5220/0012624000003645
PB - SciTePress

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