A fuzzy object-based data model for imperfect spatial information integrating exact objects and fields

被引：5
作者：
Bordogna, G [1 ]
Chiesa, S [1 ]
机构：
[1] CNR, IDPA, Sez Milano, Rep Georisorse Bergamo, I-24129 Bergamo, Italy
来源：
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS | 2003年 / 11卷 / 01期
关键词：
fuzzy databases; possibility theory; exact object-based data model; field-based data model; IMPRECISION; BOUNDARIES; VAGUE;
D O I：
10.1142/S021848850300193X
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this contribution a fuzzy object-based data model for imperfect spatial information is proposed within the formal framework of fuzzy set theory and possibility theory. The proposal integrates the two opposite views of geographic entities seen as either exact objects or continuous fields in current Geographic Information Systems. By assuming a Fuzzy Object-Oriented Data modelling approach new data types for representing geographic entities characterized by either unsharp boundaries or indeterminate boundaries and relationships axe defined. Linguistic qualifiers are adopted both to express the extent by which an element of the spatial domain satisfies a gradual property, and to identify regions with indeterminate boundaries.
引用
收藏
页码：23 / 41
页数：19
相关论文
共 32 条
  • [1] [Anonymous], 1988, POSSIBILITY THEORY
  • [2] [Anonymous], 1996, GEOGRAPHIC OBJECTS I, DOI DOI 10.1080/13658810210137040
  • [3] BERTINO E, 1996, P 2 WORKSH AITSES, P1
  • [4] Bordogna G, 1999, INT J INTELL SYST, V14, P623, DOI 10.1002/(SICI)1098-111X(199907)14:7<623::AID-INT1>3.0.CO
  • [5] 2-G
  • [6] BORDOGNA G, 2002, P FUZZIEEE 2002
  • [7] BOSC P, 1994, UNCERTAINTY MANAGEME, P285
  • [8] BOSC P, 1999, P 2 IIA 99 SOCO 99
  • [9] CHENG T, 1999, GEOINFORMATICA, V3, P337, DOI DOI 10.1023/A:1009884730822
  • [10] Clementini Eliseo., 1996, Geographic Objects with Indeterminate Boundaries, P155
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