BEACON: An Efficient SAT-Based Tool for Debugging εL+ Ontologies

被引:22
作者
Arif, M. Fareed [1 ]
Mencia, Carlos [2 ]
Ignatiev, Alexey [3 ,6 ]
Manthey, Norbert [4 ]
Penaloza, Rafael [5 ]
Marques-Silva, Joao [3 ]
机构
[1] Univ Coll Dublin, Dublin, Ireland
[2] Univ Oviedo, Oviedo, Spain
[3] Univ Lisbon, Lisbon, Portugal
[4] Tech Univ Dresden, Dresden, Germany
[5] Free Univ Bozen Bolzano, Bolzano, Italy
[6] ISDCT SB RAS, Irkutsk, Russia
来源
THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2016 | 2016年 / 9710卷
关键词
MINIMAL UNSATISFIABLE SUBSETS; UNIFICATION;
D O I
10.1007/978-3-319-40970-2_32
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Description Logics (DLs) are knowledge representation and reasoning formalisms used in many settings. Among them, the epsilon L family of DLs stands out due to the availability of polynomial-time inference algorithms and its ability to represent knowledge from domains such as medical informatics. However, the construction of an ontology is an error-prone process which often leads to unintended inferences. This paper presents the BEACON tool for debugging epsilon L+ ontologies. BEACON builds on earlier work relating minimal justifications (MinAs) of epsilon L+ ontologies and MUSes of a Horn formula, and integrates state-of-the-art algorithms for solving different function problems in the SAT domain.
引用
收藏
页码:521 / 530
页数:10
相关论文
共 35 条
[1]  
[Anonymous], 2003, P IJCAI 2003
[2]   Efficient Axiom Pinpointing with EL2MCS [J].
Arif, M. Fareed ;
Mencia, Carlos ;
Marques-Silva, Joao .
KI 2015: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2015, 9324 :225-233
[3]   Efficient MUS Enumeration of Horn Formulae with Applications to Axiom Pinpointing [J].
Arif, M. Fareed ;
Mencia, Carlos ;
Marques-Silva, Joao .
THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2015, 2015, 9340 :324-342
[4]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[5]  
Baader F., 2008, KR MED
[6]  
Baader F, 2007, LECT NOTES ARTIF INT, V4667, P52
[7]  
Baader F, 2006, LECT NOTES ARTIF INT, V4130, P287
[8]  
Baader F, 2005, 19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), P364
[9]  
Bailey J, 2005, LECT NOTES COMPUT SC, V3350, P174
[10]   Bounded model checking [J].
Biere, Armin .
Frontiers in Artificial Intelligence and Applications, 2009, 185 (01) :457-481