[PDF][PDF] A Case for Abductive Reasoning over Ontologies.

C Elsenbroich, O Kutz, U Sattler - OWLED, 2006 - Citeseer
We argue for the usefulness of abductive reasoning in the context of ontologies. We discuss
several applicaton scenarios in which various forms of abduction would be useful, introduce …

Semantic matchmaking as non-monotonic reasoning: A description logic approach

T Di Noia, E Di Sciascio, FM Donini - Journal of Artificial Intelligence …, 2007 - jair.org
Matchmaking arises when supply and demand meet in an electronic marketplace, or when
agents search for a web service to perform some task, or even when recruiting agencies …

ABox abduction in the description logic

S Klarman, U Endriss, S Schlobach - Journal of Automated Reasoning, 2011 - Springer
Due to the growing popularity of Description Logics-based knowledge representation
systems, predominantly in the context of Semantic Web applications, there is a rising …

Concept abduction and contraction for semantic-based discovery of matches and negotiation spaces in an e-marketplace

S Colucci, TD Noia, ED Sciascio, M Mongiello… - Proceedings of the 6th …, 2004 - dl.acm.org
In this paper we present a Description Logic approach to extended matchmaking between
Demands and Supplies in an Electronic Marketplace, which allows the semantic-based …

[PDF][PDF] Effective query rewriting with ontologies over DBoxes

I Seylan, E Franconi, J De Bruijn - IJCAI, 2009 - inf.unibz.it
We consider query answering on Description Logic (DL) ontologies with DBoxes, where a
DBox is a set of assertions on individuals involving atomic concepts and roles called DBox …

Seven bottlenecks to workflow reuse and repurposing

A Goderis, U Sattler, P Lord, C Goble - The Semantic Web–ISWC 2005: 4th …, 2005 - Springer
To date on-line processes (ie workflows) built in e-Science have been the result of
collaborative team efforts. As more of these workflows are built, scientists start sharing and …

Explanatory reasoning for image understanding using formal concept analysis and description logics

J Atif, C Hudelot, I Bloch - IEEE Transactions on Systems, Man …, 2013 - ieeexplore.ieee.org
In this paper, we propose an original way of enriching description logics with abduction
reasoning services. Under the aegis of set and lattice theories, we put together ingredients …

Abduction framework for repairing incomplete EL ontologies: Complexity results and algorithms

F Wei-Kleiner, Z Dragisic, P Lambrix - Proceedings of the AAAI …, 2014 - ojs.aaai.org
In this paper we consider the problem of repairing missing is-a relations in ontologies. We
formalize the problem as a generalized TBox abduction problem (GTAP). Based on this …

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
ABox abduction is an important reasoning facility in Description Logics (DLs). It finds all
minimal sets of ABox axioms, called abductive solutions, which should be added to a …

Practical TBox abduction based on justification patterns

J Du, H Wan, H Ma - Proceedings of the AAAI Conference on Artificial …, 2017 - ojs.aaai.org
TBox abduction explains why an observation is not entailed by a TBox, by computing
multiple sets of axioms, called explanations, such that each explanation does not entail the …