Guidelines for presentation and comparison of indexing techniques
ACM SIGMOD Record
Multidimensional access methods
ACM Computing Surveys (CSUR)
Overlapping linear quadtrees: a spatio-temporal access method
Proceedings of the 6th ACM international symposium on Advances in geographic information systems
Abstract and discrete modeling of spatio-temporal data types
Proceedings of the 6th ACM international symposium on Advances in geographic information systems
Comparison of access methods for time-evolving data
ACM Computing Surveys (CSUR)
SAC '98 Proceedings of the 1998 ACM symposium on Applied Computing
Designing Access Methods for Bitemporal Databases
IEEE Transactions on Knowledge and Data Engineering
Modeling and Querying Moving Objects
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
ZOO: A Desktop Experiment Management Environment
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Moving Objects Databases: Issues and Solutions
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Specifications for Efficient Indexing in Spatiotemporal Databases
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Benchmarking Spatial Joins À La Carte
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
SSD '93 Proceedings of the Third International Symposium on Advances in Spatial Databases
Capturing the Uncertainty of Moving-Object Representations
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
A Performance Evaluation of Spatial Join Processing Strategies
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Modeling Phenomena in Spatiotemporal Databases: Desiderata and Solutions
DEXA '98 Proceedings of the 9th International Conference on Database and Expert Systems Applications
Spatio-Temporal Indexing for Large Multimedia Applications
ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems
Trajectory queries and octagons in moving object databases
Proceedings of the eleventh international conference on Information and knowledge management
Web architectures for scalable moving object servers
Proceedings of the 10th ACM international symposium on Advances in geographic information systems
Oporto: A Realistic Scenario Generator for Moving Objects
Geoinformatica
Spatio-Temporal Data Handling with Constraints
Geoinformatica
A Framework for Generating Network-Based Moving Objects
Geoinformatica
On the Generation of Time-Evolving Regional Data
Geoinformatica
Indexing Animated Objects Using Spatiotemporal Access Methods
IEEE Transactions on Knowledge and Data Engineering
The Geometry of Uncertainty in Moving Objects Databases
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Aggregate Processing of Planar Points
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Manipulating Interpolated Data is Easier than You Thought
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Novel Approaches in Query Processing for Moving Object Trajectories
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
VESPA: A Benchmark for Vector Spatial Databases
BNCOD 17 Proceedings of the 17th British National Conferenc on Databases: Advances in Databases
Evaluation of Access Structures for Discretely Moving Points
STDBM '99 Proceedings of the International Workshop on Spatio-Temporal Database Management
Research Issues in Spatio-temporal Database Systems
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Efficient OLAP Operations in Spatial Data Warehouses
SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases
DynaMark: A Benchmark for Dynamic Spatial Indexing
MDM '03 Proceedings of the 4th International Conference on Mobile Data Management
Indexing of now-relative spatio-bitemporal data
The VLDB Journal — The International Journal on Very Large Data Bases
A rule-based video database system architecture
Information Sciences—Informatics and Computer Science: An International Journal
Design and implementation of spatiotemporal database query processing system
Journal of Systems and Software
Generating Network-Based Moving Objects
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
Analysis of predictive spatio-temporal queries
ACM Transactions on Database Systems (TODS)
Adaptive cell-based index for moving objects
Data & Knowledge Engineering
Managing uncertainty in moving objects databases
ACM Transactions on Database Systems (TODS)
Reactive maintenance of continuous queries
ACM SIGMOBILE Mobile Computing and Communications Review
Spatiotemporal Aggregate Computation: A Survey
IEEE Transactions on Knowledge and Data Engineering
BilVideo: Design and Implementation of a Video Database Management System
Multimedia Tools and Applications
A trajectory splitting model for efficient spatio-temporal indexing
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Synthetic generation of cellular network positioning data
Proceedings of the 13th annual ACM international workshop on Geographic information systems
A spatio-temporal access method based on snapshots and events
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Handling frequent updates of moving objects
Proceedings of the 14th ACM international conference on Information and knowledge management
CPOL: high-performance policy evaluation
Proceedings of the 12th ACM conference on Computer and communications security
Indexing spatiotemporal archives
The VLDB Journal — The International Journal on Very Large Data Bases
Modeling and querying moving objects in networks
The VLDB Journal — The International Journal on Very Large Data Bases
Spatio-temporal data warehouses using an adaptive cell-based approach
Data & Knowledge Engineering
ST--ACTS: a spatio-temporal activity simulator
GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems
On the design of energy-efficient location tracking mechanism in location-aware computing
Mobile Information Systems
Efficient search algorithms for RNAi target detection
The Journal of Supercomputing
Efficient k-nearest-neighbor search algorthims for historical moving object trajectories
Journal of Computer Science and Technology
Supporting frequent updates in R-trees: a bottom-up approach
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Dynamic storage balancing in a distributed spatial index
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Approximate order-k Voronoi cells over positional streams
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization
The Truncated Tornado in TMBB: A Spatiotemporal Uncertainty Model for Moving Objects
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Performance of TPR*-Trees for Predicting Future Positions of Moving Objects in U-Cities
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Indexing Moving Objects for Trajectory Retrieval on Location-Based Services
IEICE - Transactions on Information and Systems
TRUSTER: TRajectory Data Processing on ClUSTERs
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
A system based on mobile agents to test mobile computing applications
Journal of Network and Computer Applications
Improved Location Acquisition Algorithms for the Location-Based Alert Service
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
Large-scale indexing of spatial data in distributed repositories: the SD-Rtree
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient MaxCount and threshold operators of moving objects
Geoinformatica
Design and evaluation of trajectory join algorithms
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
BerlinMOD: a benchmark for moving object databases
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient mutual nearest neighbor query processing for moving object trajectories
Information Sciences: an International Journal
Efficient algorithms for historical continuous kNN query processing over moving object trajectories
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
An efficient location index for the semantic search of moving objects
SEUS'07 Proceedings of the 5th IFIP WG 10.2 international conference on Software technologies for embedded and ubiquitous systems
A meta-index for querying distributed moving object database servers
Information Systems
MBR models for uncertainty regions of moving objects
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Constrained k-nearest neighbor query processing over moving object trajectories
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Recursive partitioning method for trajectory indexing
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Benchmarking spatial data warehouses
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Unsupervised trajectory sampling
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Efficient indexing methods of continuously moving object in wireless networks
Proceedings of the 9th ACM international symposium on Mobility management and wireless access
The COST benchmark—comparison and evaluation of spatio-temporal indexes
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Continuous expansion: efficient processing of continuous range monitoring in mobile environments
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
A stochastic viewpoint on the generation of spatiotemporal datasets
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
cGridex: efficient processing of continuous range queries over moving objects
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Population estimation for resource inventory applications over sensor networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
Boundary-Based time partitioning with flattened r-tree for indexing ubiquitous objects
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
A unified index for moving-objects databases
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Design and implementation of an index structure using fixed intervals for tracing of RFID tags
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Time parameterized interval r-tree for tracing tags in RFID systems
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Bulkloading updates for moving objects
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Searching moving objects in a spatio-temporal distributed database servers system
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
GTree: an efficient grid-based index for moving objects
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Efficient indexing of moving objects using time-based partitioning with r-tree
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
GAMMA: a framework for moving object simulation
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Nearest neighbor search on moving object trajectories
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
BFPkNN: an efficient k-nearest-neighbor search algorithm for historical moving object trajectories
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
A grid-based node split algorithm for managing current location data
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
Spatio-temporal outlier detection in precipitation data
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
The self-relocating index scheme for telematics GIS
W2GIS'05 Proceedings of the 5th international conference on Web and Wireless Geographical Information Systems
Spatial indexing for massively update intensive applications
Information Sciences: an International Journal
Journal of Systems Architecture: the EUROMICRO Journal
Active adjustment: an approach for improving the performance of the TPR*-tree
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
GMOBench: a benchmark for generic moving objects
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
The SMO-index: a succinct moving object structure for timestamp and interval queries
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
RUM+-tree: a new multidimensional index supporting frequent updates
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
MNTG: an extensible web-based traffic generator
SSTD'13 Proceedings of the 13th international conference on Advances in Spatial and Temporal Databases
An experimental analysis of iterated spatial joins in main memory
Proceedings of the VLDB Endowment
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An efficient benchmarking environment for spatiotemporal access methods should at least include modules for generating synthetic datasets, storing datasets (real datasets included), collecting and running access structures, and visualizing experimental results. Focusing on the dataset repository module, a collection of synthetic data that would simulate a variety of real life scenarios is required. Several algorithms have been implemented in the past to generate static spatial (point or rectangular) data, for instance, following a predefined distribution in the workspace. However, by introducing motion, and thus temporal evolution in spatial object definition, generating synthetic data tends to be a complex problem. In this paper, we discuss the parameters to be considered by a generator for such type of data, propose an algorithm, called "Generate_Spatio_Temporal_Data" (GSTD), which generates sets of moving point or rectangular data that follow an extended set of distributions. Some actual generated datasets are also presented. The GSTD source code and several illustrative examples are currently available to all researchers through the Internet.