The design and analysis of spatial data structures
The design and analysis of spatial data structures
The POSTGRES next generation database management system
Communications of the ACM
The SEQUOIA 2000 storage benchmark
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Efficient processing of spatial joins using R-trees
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Predicate migration: optimizing queries with expensive predicates
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Partition based spatial-merge join
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Using the new DB2: IBM's object-relational database system
Using the new DB2: IBM's object-relational database system
Data models in geographic information systems
Communications of the ACM
Space-filling curves and their use in the design of geometric data structures
Theoretical Computer Science - Special issue: Latin American theoretical informatics
A physical database design method for multidimensional file organizations
Information Sciences: an International Journal
Direction as a spatial object: a summary of results
Proceedings of the 6th ACM international symposium on Advances in geographic information systems
Object Relational DBMSs: The Next Great Wave
Object Relational DBMSs: The Next Great Wave
Database Issues in Geographic Information Systems
Database Issues in Geographic Information Systems
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
An introduction to spatial database systems
The VLDB Journal — The International Journal on Very Large Data Bases - Spatial Database Systems
Management of multidimensional discrete data
The VLDB Journal — The International Journal on Very Large Data Bases - Spatial Database Systems
Spatial SQL: A Query and Presentation Language
IEEE Transactions on Knowledge and Data Engineering
CCAM: A Connectivity-Clustered Access Method for Networks and Network Computations
IEEE Transactions on Knowledge and Data Engineering
Topological Invariants for Lines
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Cost Models for Join Queries in Spatial Databases
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Estimating the Selectivity of Spatial Queries Using the `Correlation' Fractal Dimension
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
High-Concurrency Locking in R-Trees
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Spatial Data Management In Database Systems: Research Directions
SSD '93 Proceedings of the Third International Symposium on Advances in Spatial Databases
Materialization Trade-Offs in Hierarchical Shortest Path Algorithms
SSD '97 Proceedings of the 5th International Symposium on Advances in Spatial Databases
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
GIS: A Computing Perspective, 2nd Edition
GIS: A Computing Perspective, 2nd Edition
Processing object-oientation-based direction queries: a summary of results
Proceedings of the 8th ACM international symposium on Advances in geographic information systems
On aggregation issues in spatial data management
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
ImageMap: An Image Indexing Method Based on Spatial Similarity
IEEE Transactions on Knowledge and Data Engineering
Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach
IEEE Transactions on Knowledge and Data Engineering
Energy-performance trade-offs for spatial access methods on memory-resident data
The VLDB Journal — The International Journal on Very Large Data Bases
IEEE Transactions on Knowledge and Data Engineering
Object-Based Directional Query Processing in Spatial Databases
IEEE Transactions on Knowledge and Data Engineering
Toward an Accurate Analysis of Range Queries on Spatial Data
IEEE Transactions on Knowledge and Data Engineering
Designing Energy-Efficient Software
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Analyzing energy behavior of spatial access methods for memory-resident data
Proceedings of the 27th International Conference on Very Large Data Bases
Oracle8i Spatial: Experiences with Extensible Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Discovering Spatial Co-location Patterns: A Summary of Results
SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases
Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models
ISD '99 Selected Papers from the International Workshop on Integrated Spatial Databases, Digital Inages and GIS
DynaMark: A Benchmark for Dynamic Spatial Indexing
MDM '03 Proceedings of the 4th International Conference on Mobile Data Management
High-performance spatial indexing for location-based services
WWW '03 Proceedings of the 12th international conference on World Wide Web
Detecting region outliers in meteorological data
GIS '03 Proceedings of the 11th ACM international symposium on Advances in geographic information systems
Dictionary matching and indexing with errors and don't cares
STOC '04 Proceedings of the thirty-sixth annual ACM symposium on Theory of computing
Multi-Way Distance Join Queries in Spatial Databases
Geoinformatica
Indexing and ranking in Geo-IR systems
Proceedings of the 2005 workshop on Geographic information retrieval
Social Network Discovery by Mining Spatio-Temporal Events
Computational & Mathematical Organization Theory
Grounding spatial named entities for information extraction and question answering
HLT-NAACL-GEOREF '03 Proceedings of the HLT-NAACL 2003 workshop on Analysis of geographic references - Volume 1
Market basket analysis in a multiple store environment
Decision Support Systems
Cost models for distance joins queries using R-trees
Data & Knowledge Engineering
Networks of innovation and the establishment of a spatial data infrastructure in Brazil
Information Technology for Development - Special issue, part I: Implementation of spatial data infrastructures in transitional economies
A usability-driven approach to the development of a 3D web-GIS environment
Journal of Visual Languages and Computing
High performance computing for spatial outliers detection using parallel wavelet transform
Intelligent Data Analysis
An efficient spatial semi-supervised learning algorithm
International Journal of Parallel, Emergent and Distributed Systems
Modeling and querying fuzzy spatiotemporal databases
Information Sciences: an International Journal
A New Signature-Based Indexing Scheme for Trajectories of Moving Objects on Spatial Networks
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
PCI'01 Proceedings of the 8th Panhellenic conference on Informatics
Correlation analysis of spatial time series datasets: a filter-and-refine approach
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Parallel wavelet transform for spatio-temporal outlier detection in large meteorological data
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Viewer-based directional querying for mobile applications
WISEW'03 Proceedings of the Fourth international conference on Web information systems engineering workshops
New query processing algorithms for range and k-NN search in spatial network databases
CoMoGIS'06 Proceedings of the 2006 international conference on Advances in Conceptual Modeling: theory and practice
Location-based context retrieval and filtering
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
An efficient trajectory index structure for moving objects in location-based services
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Dynamic visualization of spatially referenced information
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
An efficient indexing scheme for moving objects' trajectories on road networks
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
A novel approach of multilevel positive and negative association rule mining for spatial databases
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A framework of web GIS based unified public health information visualization platform
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
Materialization-Based range and k-nearest neighbor query processing algorithms
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
A visual interface for querying ontologically and socially annotated 3D worlds for the web
Proceedings of the International Working Conference on Advanced Visual Interfaces
Quick geo-fencing using trajectory partitioning and boundary simplification
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
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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.