Title :
Spatial databases-accomplishments and research needs
Author :
Shekhar, Shashi ; Chawla, Sanjay ; Ravada, Siva ; Fetterer, Andrew ; Liu, Xuan ; Lu, Chang-Tien
Author_Institution :
Dept. of Comput. Sci., Minnesota Univ., Minneapolis, MN, USA
Abstract :
Spatial databases, addressing the growing data management and analysis needs of spatial applications such as geographic information systems, have been an active area of research for more than two decades. This research has produced a taxonomy of models for space, spatial data types and operators, spatial query languages and processing strategies, as well as spatial indexes and clustering techniques. However, more research is needed to improve support for network and field data, as well as query processing (e.g., cost models, bulk load). Another important need is to apply spatial data management accomplishments to newer applications, such as data warehouses and multimedia information systems. The objective of this paper is to identify recent accomplishments and associated research needs of the near term
Keywords :
data warehouses; database indexing; geographic information systems; multimedia databases; query languages; query processing; spatial data structures; visual databases; clustering techniques; data analysis; data management; data warehouses; field data; geographic information systems; multimedia information systems; network data; operators; space; spatial data management; spatial data types; spatial databases; spatial indexes; spatial query languages; spatial query processing; Costs; Data analysis; Database languages; Geographic Information Systems; Information analysis; Load modeling; Query processing; Spatial databases; Spatial indexes; Taxonomy;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on