Semantic Forgetting in Expressive Description Logics

被引:1
作者
Sakr, Mostafa [1 ]
Schmidt, Renate A. [1 ]
机构
[1] Univ Manchester, Manchester, Lancs, England
来源
FRONTIERS OF COMBINING SYSTEMS (FROCOS 2021) | 2021年 / 12941卷
关键词
D O I
10.1007/978-3-030-86205-3_7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Forgetting is an important ontology extraction technology. We present a semantic forgetting method for ALC ontologies. The method forgets concept names, and captures the semantic content over the remaining vocabulary of an ontology, possibly, by introducing helper concept symbols. In an evaluation, the method performed well on large-scale ontologies when forgetting 10-50% of the vocabulary and the number of helper symbols occurring in the extracts decreased as the number of forgetting symbols increased. Against the forgetting tool Fame(Q), good performance was achieved while more semantic content was preserved.
引用
收藏
页码:118 / 136
页数:19
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共 43 条
  • [1] Testings on the elimination problem of the mathematical logic.
    Ackermann, W
    [J]. MATHEMATISCHE ANNALEN, 1935, 110 : 390 - 414
  • [2] [Anonymous], 1955, Pacific J. Math., DOI [10.2140/pjm.1955.5.285, DOI 10.2140/PJM.1955.5.285]
  • [3] Baader F, 2008, FOUND ARTIF INTELL, P135, DOI 10.1016/S1574-6526(07)03003-9
  • [4] Boole G., 1854, An investigation of the laws of thought on which are founded the mathematical theories of logic and probabilities
  • [5] On the relative expressiveness of description logics and predicate logics
    Borgida, A
    [J]. ARTIFICIAL INTELLIGENCE, 1996, 82 (1-2) : 353 - 367
  • [6] Botoeva Elena, 2017, Reasoning Web. Logical Foundation of Knowledge Graph Construction and Query Answering. 12th International Summer School 2016. Tutorial Lectures: LNCS 9885, P27, DOI 10.1007/978-3-319-49493-7_2
  • [7] Ontology Extraction for Large Ontologies via Modularity and Forgetting
    Chen, Jieying
    Alghamdi, Ghadah
    Schmidt, Renate A.
    Walther, Dirk
    Gao, Yongsheng
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON KNOWLEDGE CAPTURE (K-CAP '19), 2019, : 45 - 52
  • [8] Delgrande JP, 2014, FOURTEENTH INTERNATIONAL CONFERENCE ON THE PRINCIPLES OF KNOWLEDGE REPRESENTATION AND REASONING, P606
  • [9] A Knowledge Level Account of Forgetting
    Delgrande, James P.
    [J]. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2017, 60 : 1165 - 1213
  • [10] DITMARSCH H, 2008, P 21 AUSTR JOINT C A, P18, DOI DOI 10.1007/S11229-009-9554-4