Non-distributive Description Logic

被引:0
作者
van der Berg, Ineke [1 ,2 ]
De Domenico, Andrea [1 ]
Greco, Giuseppe [1 ]
Manoorkar, Krishna B. [1 ]
Palmigiano, Alessandra [1 ,3 ]
Panettiere, Mattia [1 ]
机构
[1] Vrije Univ Amsterdam, Amsterdam, Netherlands
[2] Stellenbosch Univ, Dept Math Sci, Stellenbosch, South Africa
[3] Univ Johannesburg, Dept Math & Appl Math, Johannesburg, South Africa
来源
AUTOMATED REASONING WITH ANALYTIC TABLEAUX AND RELATED METHODS, TABLEAUX 2023 | 2023年 / 14278卷
基金
新加坡国家研究基金会;
关键词
Description logic; Tableaux algorithm; Formal Concept Analysis; LE-logics; FORMAL CONCEPT ANALYSIS;
D O I
10.1007/978-3-031-43513-3_4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We define LE-ALC, a generalization of the description logic ALC based on the propositional logic of general (i.e. not necessarily distributive) lattices, and semantically interpreted on relational structures based on formal contexts from Formal Concept Analysis (FCA). The description logic LE-ALC allows us to formally describe databases with objects, features, and formal concepts, represented according to FCA as Galois-stable sets of objects and features. We describe ABoxes and TBoxes in LE-ALC, provide a tableaux algorithm for checking the consistency of LE-ALC knowledge bases with acyclic TBoxes, and show its termination, soundness and completeness. Interestingly, consistency checking for LE-ALC with acyclic TBoxes is in PTIME, while the complexity of the consistency checking of classical ALC with acyclic TBoxes is PSPACE-complete.
引用
收藏
页码:49 / 69
页数:21
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