Finding small proofs for description logic entailments: Theory and practice (extended technical report)

C Alrabbaa, F Baader, S Borgwardt… - arXiv preprint arXiv …, 2020 - arxiv.org
Logic-based approaches to AI have the advantage that their behaviour can in principle be
explained by providing their users with proofs for the derived consequences. However, if …

A knowledge level account of forgetting

JP Delgrande - Journal of Artificial Intelligence Research, 2017 - jair.org
Forgetting is an operation on knowledge bases that has been addressed in different areas of
Knowledge Representation and with respect to different formalisms, including classical …

Tracking logical difference in large-scale ontologies: a forgetting-based approach

Y Zhao, G Alghamdi, RA Schmidt, H Feng… - Proceedings of the AAAI …, 2019 - aaai.org
This paper explores how the logical difference between two ontologies can be tracked using
a forgetting-based or uniform interpolation (UI)-based approach. The idea is that rather than …

Forgetting concept and role symbols in ALCOIHµ+(∇,∩)-ontologies

Y Zhao, RA Schmidt - Proceedings of the Twenty-Fifth International Joint …, 2016 - dl.acm.org
Forgetting is a non-standard reasoning problem concerned with creating restricted views for
ontologies relative to subsets of their initial signatures while preserving all logical …

Concept forgetting in-ontologies using an Ackermann approach

Y Zhao, RA Schmidt - International Semantic Web Conference, 2015 - Springer
We present a method for forgetting concept symbols in ontologies specified in the
description logic ALCOI. The method is an adaptation and improvement of a second-order …

Common equivalence and size of forgetting from Horn formulae

P Liberatore - Annals of Mathematics and Artificial Intelligence, 2024 - Springer
Forgetting variables from a propositional formula may increase its size. Introducing new
variables is a way to shorten it. Both operations can be expressed in terms of common …

Propositional Variable Forgetting and Marginalization: Semantically, Two Sides of the Same Coin

K Sauerwald, C Beierle, G Kern-Isberner - International Symposium on …, 2024 - Springer
This paper investigates variable forgetting and marginalization in propositional logic. We
show that for finite signatures and infinite signatures, variable forgetting and marginalization …

[PDF][PDF] Contractions based on optimal repairs

F Baader, R Wassermann - Proceedings, 2024 - repositorio.usp.br
Removing unwanted consequences from a knowledge base has been investigated in belief
change under the name contraction and is called repair in ontology engineering. Simple …

Abductive forgetting

P Liberatore - arXiv preprint arXiv:2209.12825, 2022 - arxiv.org
Abductive forgetting is removing variables from a logical formula while maintaining its
abductive explanations. It is defined in either of two ways, depending on its intended …

Robust module-based data management

F Goasdoué, MC Rousset - IEEE Transactions on Knowledge …, 2011 - ieeexplore.ieee.org
The current trend for building an ontology-based data management system (DMS) is to
capitalize on efforts made to design a preexisting well-established DMS (a reference …