A Logic of Part and Whole for Buffered Geometries

被引:3
作者
Du, Heshan [1 ]
Alechina, Natasha [1 ]
机构
[1] Univ Nottingham, Nottingham NG7 2RD, England
来源
STAIRS 2014 | 2014年 / 264卷
关键词
D O I
10.3233/978-1-61499-421-3-91
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a new qualitative spatial logic for reasoning about part-whole relations between geometries (sets of points) represented in different geospatial datasets, in particular crowd-sourced datasets. Since geometries in crowd-sourced data can be less inaccurate or precise, we buffer geometries by a margin of error or level of tolerance sigma, and define part-whole relation for buffered geometries. The relations between geometries considered in the logic are: buffered part of (BPT), Near and Far. We provide a sound and complete axiomatisation of the logic with respect to metric models and show that its satisfiability problem is NP-complete.
引用
收藏
页码:91 / 100
页数:10
相关论文
共 12 条
  • [1] Aiello M, 2007, HANDBOOK OF SPATIAL LOGICS, P1, DOI 10.1007/978-1-4020-5587-4
  • [2] [Anonymous], 2003, 191072003 ISO
  • [3] [Anonymous], 2003, IJCAI 03
  • [4] Approximate topological relations
    Clementini, E
    DiFelice, P
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1997, 16 (02) : 173 - 204
  • [5] Matching Formal and Informal Geospatial Ontologies
    Du, Heshan
    Alechina, Natasha
    Jackson, Mike
    Hart, Glen
    [J]. GEOGRAPHIC INFORMATION SCIENCE AT THE HEART OF EUROPE, 2013, : 155 - 171
  • [6] Heshan Du, 2013, Spatial Information Theory. 11th International Conference, COSIT 2013. Proceedings: LNCS 8116, P475, DOI 10.1007/978-3-319-01790-7_26
  • [7] OpenStreetMap, 2012, FREE WIK WORLD MAP
  • [8] Pawlak Z., 2008, WILEY ENCY COMPUTER
  • [9] Spatial relations between indeterminate regions
    Roy, AJ
    Stell, JG
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2001, 27 (03) : 205 - 234
  • [10] Fuzzy region connection calculus: Representing vague topological information
    Schockaert, Steven
    De Cock, Martine
    Cornelis, Chris
    Kerre, Etienne E.
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (01) : 314 - 331