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Consistency Testing: The RACE Experience
[chapter]
2000
Lecture Notes in Computer Science
Some aspects of the RACE architecture are discussed in detail: (i) techniques involving caching and (ii) techniques for dealing with individuals. ...
FaCT or DLP [10] ), which provide only concept consistency (and TBox) reasoning. ...
Caching of a pseudo model for a specific concept (model caching) is a strategy which is implemented in the FaCT system and the DLP system [9] . ...
doi:10.1007/10722086_5
fatcat:zy4mbm7o5jehxbw7dpgwf2lemm
Exploiting Pseudo Models for TBox and ABox Reasoning in Expressive Description Logics
[chapter]
2001
Lecture Notes in Computer Science
This paper investigates optimization techniques and data structures exploiting the use of so-called pseudo models. ...
These techniques are applied to speed up TBox and ABox reasoning for the description logics ALCN H R + and ALC (D). ...
Introduction We introduce and analyze optimization techniques for reasoning in expressive description logics exploiting so-called pseudo models. ...
doi:10.1007/3-540-45744-5_6
fatcat:iqajhcv5pze3pjotfdun5hjkyu
Converting Instance Checking to Subsumption: A Rethink for Object Queries over Practical Ontologies
2015
International Journal of Intelligence Science
This method, however, loses its simplicity and efficiency when applied to large and complex ontologies, as it tends to generate very large MSC's that could lead to intractable reasoning. ...
With independence between computed MSC's, scalability for query answering can also be achieved by distributing and parallelizing the computations. ...
Horn clauses of DLs [4] [5] [22] , model merging [2] and extended pseudo model merging technique [3] [30] . ...
doi:10.4236/ijis.2015.51005
pmid:26594595
pmcid:PMC4652860
fatcat:v7qmu4nft5d25e56cbp2hvbz34
Towards Scalable Instance Retrieval over Ontologies
[chapter]
2010
Lecture Notes in Computer Science
We propose to overcome this problem with a new so-called filter and refine paradigm for ontology-based query answering. ...
Traditional reasoning systems may have problems to deal with large amounts of expressive ontological data (terminological as well as assertional data) that usually must be kept in main memory. ...
Each model of flatten tbox(T ) is trivially also a model of T , and vice versa, each model of T can uniquely be extended to a model of flatten tbox(T ) (only the new atomic concepts must be interpreted ...
doi:10.1007/978-3-642-15280-1_40
fatcat:p7flolc6lzdqrabzalwhalhawy
Combining a DL Reasoner and a Rule Engine for Improving Entailment-Based OWL Reasoning
[chapter]
2008
Lecture Notes in Computer Science
The idea is to combine the TBox inferencing capabilities of the DL algorithms and the scalability of the rule paradigm over large ABoxes. ...
) that are generated by TBox queries to the DL reasoner. ...
This work was partially supported by a PENED program (No. 03ΕΔ73), jointly funded by the European Union and the Greek government (GSRT). ...
doi:10.1007/978-3-540-88564-1_18
fatcat:ovvdypv2mvdnti4zcoz6776ste
Tableau-Based Reasoning
[chapter]
2009
Handbook on Ontologies
Acknowledgments We would like to thank Sebastian Wandelt and Michael Wessel for comments on a draft of this chapter. ...
The Abox consistency problem for an Abox A (w.r.t. a Tbox) is the problem to determine whether there exists a model of A (that is also a model of the Tbox). ...
The test whether {¬B(i)} is consistent leads to a consistent Abox such that a label L 1 is defined for i. We call this label a pseudo model (for an atomic concept description). ...
doi:10.1007/978-3-540-92673-3_23
dblp:series/ihis/MollerH09
fatcat:kbut7fs33fet3fn3njfcx37phi
On the Scalability of Description Logic Instance Retrieval
2008
Journal of automated reasoning
individual pseudo models (aka pmodels) as specified in [5] . ...
Future work will investigate optimizations of large Aboxes and more expressive Tboxes. ...
doi:10.1007/s10817-008-9104-7
fatcat:5d5s67gblvc5lnsdjoe6ya7bea
Description Logic Based Composition of Web Services
[chapter]
2006
Lecture Notes in Computer Science
Services and service composition problems are formalized with DLs to provide well-defined semantics. ...
We also make some performance optimization of the algorithm such as removing redundant services and reusing previously achieved goals. ...
, and reasoning mechanism of Tbox and ABox. ...
doi:10.1007/11802372_21
fatcat:map4n7ohvvhzhcp32nnwtnt7t4
Advances in Accessing Big Data with Expressive Ontologies
[chapter]
2013
Lecture Notes in Computer Science
In this paper we extend this approach by investigating optimization algorithms for answering grounded conjunctive queries. 3 ...
Ontology-based query answering has to be supported w.r.t. secondary memory and very expressive ontologies to meet practical requirements in some applications. ...
Definition 7 (Pseudo Node Successor). Given an Abox A, a pseudo node successor of an individual a ∈ Inds(A) is a pair pns a,A = rs, cs , such that there is an a 2 ∈ Ind(A) with 1. ∀R ∈ rs. ...
doi:10.1007/978-3-642-40942-4_11
fatcat:hqqqqqi3qzav7gexolukfezk5y
A METHOD FOR IMPROVING REASONING AND REALIZATION PROBLEM SOLVING IN DESCRIPTIVE LOGIC- BASED AND ONTOLOGY-BASED REASONERS
2022
Malaysian Journal of Computer Science
Finally, the efficiency of the proposed method, is evaluated against other reasoning engines, and the results show optimized performance vis-a-vis previous studies. ...
Recently, many methods have been developed for representing knowledge, reasoning, and result extraction extracting results based on the respective domain knowledge in question. ...
Then, having a common TBox and ABox is necessary to solve and integrate the two problems [63] . ...
doi:10.22452/mjcs.vol35no1.3
fatcat:lmsottx43vh5xnkph3ra2mzdmu
Description Logic Reasoning with Syntactic Updates
[chapter]
2006
Lecture Notes in Computer Science
This work aims to provide more efficient DL reasoning techniques for frequently changing instance bases (ABoxes). ...
We present an algorithm for updating completion graphs under the syntactic addition and removal of ABox assertions. ...
We would also like to thank Aditya Kalyanpur, Yarden Katz, and Vladimir Kolovski for all of their contributions to this work. ...
doi:10.1007/11914853_44
fatcat:4xpkolj4n5b2xkjvgb6b5ksldy
Absorption for ABoxes and TBoxes with General Value Restrictions
[chapter]
2015
Lecture Notes in Computer Science
T norm is first obtained from T , essentially to extract embedded typing constraints, and then a series of three subsequent TBoxes T i K are derived from T norm and the ABox A. ...
Fig. 1 : Obtaining an ABox Absorption. bases with role hierarchies and transitive roles, and is also more adept in cases that involve a more extensive use of typing constraints, in particular for local ...
The DL reasoner features a limited number of optimizations, including the ABox absorption technique described in this paper, optimized double blocking [4] , and dependency-directed backtracking [3] . ...
doi:10.1007/978-3-319-26350-2_54
fatcat:54cqn37565hhfid5i3rvgjaukq
Optimizing Terminological Reasoning for Expressive Description Logics
2007
Journal of automated reasoning
Tableau algorithms are currently the most widely-used and empirically the fastest algorithms for reasoning in expressive Description Logics, including the important Description Logics SHIQ and SHOIQ. ...
The Description Logic system FaCT++ implements a wide variety of such optimisations, some present in other reasoners and some novel or refined in FaCT++. ...
TBox and ABox. ...
doi:10.1007/s10817-007-9077-y
fatcat:35vallijorahbjlcjhxj2a3w5e
Quantitative Methods for Similarity in Description Logics
2016
Künstliche Intelligenz
The canonical model I K of the ABox and the TBox is generated by the use of a standard DL reasoner; currently Elastiq uses the Elk system [KKS14] . Step 2: Local preprocessing. ...
We compared Elastiq's overall reasoning times with the ABox realization times of the commonly used FaCT++ reasoner [TH06] . ...
doi:10.1007/s13218-016-0460-x
fatcat:4dmqzlcj3ffofpqgyxa52ty5fq
Pellet: A Practical OWL-DL Reasoner
2007
Social Science Research Network
Section 6 covers the new optimizations introduced in Pellet, while Section 7 compares Pellet's performance with RacerPro and FaCT++. ...
Pellet is the first sound and complete OWL-DL reasoner with extensive support for reasoning with individuals (including nominal support and conjunctive query), user-defined datatypes, and debugging support ...
We are also grateful to Fujitsu Labs of America and especially to Ryusuke Masuoka for providing real-world problems that required new levels of functionality and performance. ...
doi:10.2139/ssrn.3199351
fatcat:xmjjuwarpnh6pmntazbg3c5lza
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