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Inheriting and Fusing Beliefs of Logically Heterogeneous Objects
Linköping University, Department of Computer and Information Science, Artificial Intelligence and Integrated Computer Systems. Linköping University, Faculty of Science & Engineering. Institute of Informatics, University of Warsaw, Warsaw, Poland.ORCID iD: 0000-0002-6000-6581
2022 (English)In: 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems / [ed] Matteo Cristani, Carlos Toro, Cecilia Zanni-Merk, Robert J. Howlett, Lakhmi C. Jain, Elsevier, 2022, Vol. 207, p. 299-308Conference paper, Published paper (Refereed)
Abstract [en]

Inheritance has intensively been studied in both object-oriented programming (Oop) and knowledge representation and reasoning (KRR). On the other hand, the approaches to multiple inheritance and related method resolution, developed in both domains, remain separated. The primary goal of this paper is to demonstrate how these approaches may be integrated using inheritance expressions. In particular, we examine inheritance as a belief bases management machinery designed to operate in dynamically changing environments where objects are embedded and act. We focus on objects that are belief bases containers, potentially participating in complex distributed reasoning scenarios. We show that inheritance expressions, inspired both by Oop and KRR, provide a simple yet flexible and powerful means for expressing inheritance and related belief/knowledge fusion.

Place, publisher, year, edition, pages
Elsevier, 2022. Vol. 207, p. 299-308
Series
Procedia Computer Science, ISSN 1877-0509 ; 207
Keywords [en]
rule-based languages, object-oriented languages, query languages, inheritance
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:liu:diva-189406DOI: 10.1016/j.procs.2022.09.063Scopus ID: 2-s2.0-85143336735OAI: oai:DiVA.org:liu-189406DiVA, id: diva2:1704919
Conference
26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Verona, Italy & KES Virtual Conference Centre, 7 - 9 September 2022
Available from: 2022-10-20 Created: 2022-10-20 Last updated: 2024-08-22Bibliographically approved

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Szalas, Andrzej

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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf