Ontology-based retrieval of geographic information

被引:109
作者
Lutz, M [1 ]
Klien, E [1 ]
机构
[1] Univ Munster, Inst Geoinformat, IfGI, D-48149 Munster, Germany
关键词
ontologies; spatial data infrastructures; GI discovery; GI retrieval;
D O I
10.1080/13658810500287107
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Discovering and accessing suitable geographic information (GI) in the open and distributed environments of current Spatial Data Infrastructures (SDIs) is a crucial task. Catalogues provide searchable repositories of information descriptions, but the mechanisms to support GI retrieval are still insufficient. Problems of semantic heterogeneity caused by the ambiguity of natural language can arise during keyword-based search in catalogues and when formulating a query to access the discovered data. In this paper, we present an approach to ontology-based GI retrieval that contributes to solving existing problems of semantic heterogeneity and hides most of the complexity of the required procedure from the requester. A query language and graphical user interface allow a requester to intuitively formulate a query using a well-known domain vocabulary. From this query, an ontology concept is derived, which is then used to search a catalogue for a data source that provides all the information required to answer the requester's query. If a suitable data source is discovered, the relevant data are accessed through a standardized interface. The approach is implemented through several components that can be used as an extension to standard SDIs.
引用
收藏
页码:233 / 260
页数:28
相关论文
共 53 条
[1]  
[Anonymous], 1999, INTEROPERATING GEOGR
[2]  
[Anonymous], 2003, WWW '03
[3]  
Antoniou G, 2003, IN HAND I S, P67
[4]  
Baader F, 2003, DESCRIPTION LOGIC HANDBOOK: THEORY, IMPLEMENTATION AND APPLICATIONS, P43
[5]  
Bernstein A, 2002, LECT NOTES COMPUT SC, V2342, P84
[6]   Overcoming the semantic and other barriers to GIS interoperability [J].
Bishr, Y .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 1998, 12 (04) :299-314
[7]  
Bowers S, 2004, INT WORKSH DAT INT L
[8]   Context in problem solving:: a survey [J].
Brézillon, P .
KNOWLEDGE ENGINEERING REVIEW, 1999, 14 (01) :47-80
[9]  
CZERWINSKI SE, 1999, 5 ANN INT C MOB COMP, P24
[10]  
DONGILLI P, 2004, INT WORKSH DESCR LOG