ABox abduction in the description logic

S Klarman, U Endriss, S Schlobach - Journal of Automated Reasoning, 2011 - Springer
… , is abduction. In this paper we introduce two novel reasoning calculi for solving ABox
abduction problems in the Description Logic ALC, ie problems of finding minimal sets of ABox

Towards practical ABox abduction in large description logic ontologies

J Du, G Qi, YD Shen, JZ Pan - International Journal on Semantic …, 2012 - igi-global.com
… However, ABox abduction is far from practical by now because there lack feasible methods
… to practical ABox abduction, this paper proposes a new problem for ABox abduction and a …

A tractable approach to ABox abduction over description logic ontologies

J Du, K Wang, YD Shen - Proceedings of the AAAI Conference on …, 2014 - ojs.aaai.org
… for description logic ontologies. It computes all minimal explanations (sets of ABox assertions)
… for a general problem of ABox abduction, called the query abduction problem, where an …

Towards tractable and practical ABox abduction over inconsistent description logic ontologies

J Du, K Wang, YD Shen - Proceedings of the AAAI Conference on …, 2015 - ojs.aaai.org
… Thus it is useful to extend ABox abduction to handle … To make ABox abduction works with
inconsistency, we consider … general problem for ABox abduction, the query abduction problem (…

An ABox abduction algorithm for the description logic ALCI

Y Ma, T Gu, B Xu, L Chang - Intelligent Information Processing VI: 7th IFIP …, 2012 - Springer
… In this paper, the ABox abduction problem is transformed into the consistency … description
logic ALCI is extended and altered to deal with this problem. As a result, the ABox abduction

Using description logic and Abox abduction to capture medical diagnosis

M Obeid, Z Obeid, A Moubaiddin, N Obeid - … AIE 2019, Graz, Austria, July 9 …, 2019 - Springer
… tasks such as concept abduction, ABox abduction, TBox abduction and KB abduction [11]. …
Therefore, we had to employ Abox abduction to capture the process of medical diagnosis. …

ABox abduction in ALC using a DL tableau

K Halland, K Britz - Proceedings of the South African Institute for …, 2012 - dl.acm.org
… For our purposes, we are interested in two forms of description logic, ALC and ALE. … define
ABox abduction in ALC as only providing solutions in ALE which does not allow disjunctions. …

[PDF][PDF] ABox Abduction for Description Logics: The Case of Multiple Observations.

J Pukancová, M Homola - Description Logics, 2018 - ceur-ws.org
… We develop an ABox abduction algorithm for description logics based on Reiter’s minimal
hitting set algorithm. It handles abduction problems … ABox abduction in the description logic

[PDF][PDF] Direct approach to ABox abduction in description logics

J Pukancova - 2018 - dai.fmph.uniba.sk
… Summing up, the results presented in this thesis: a sound and complete ABox abduction
algorithm for the description logic ALCHO with the implementation and the results from the …

[PDF][PDF] Formalizing Multimedia Interpretation based on Abduction over Description Logic Aboxes.

ISE Peraldí, A Kaya, R Möller - Description logics, 2009 - ceur-ws.org
… as abduction over ontologies we focus on the description logic ALCQ. We assume that the
reader is familiar with description … introduce specific operators necessary for Abox abduction. …