Probabilistic temporal databases, I: algebra
ACM Transactions on Database Systems (TODS)
Supporting User-Defined Granularities in a Spatiotemporal Conceptual Model
Annals of Mathematics and Artificial Intelligence
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
Data Mining and Knowledge Discovery
Survey of Spatio-Temporal Databases
Geoinformatica
IEEE Transactions on Knowledge and Data Engineering
Efficiently Supporting Temporal Granularities
IEEE Transactions on Knowledge and Data Engineering
A Foundation for Conventional and Temporal Query Optimization Addressing Duplicates and Ordering
IEEE Transactions on Knowledge and Data Engineering
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
Spatio-Temporal Alignment of Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Ontology mapping: the state of the art
The Knowledge Engineering Review
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Duplicate detection in click streams
WWW '05 Proceedings of the 14th international conference on World Wide Web
Reference reconciliation in complex information spaces
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
DogmatiX tracks down duplicates in XML
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Robust and fast similarity search for moving object trajectories
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Approximately detecting duplicates for streaming data using stable bloom filters
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Online outlier detection in sensor data using non-parametric models
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
ACM SIGMOD Record
Entity resolution in geospatial data integration
GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data Engineering
Eliminating fuzzy duplicates in data warehouses
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Object fusion in geographic information systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Wireless sensor network survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
A survey on algorithms for mining frequent itemsets over data streams
Knowledge and Information Systems
On the Ontology Instance Matching Problem
DEXA '08 Proceedings of the 2008 19th International Conference on Database and Expert Systems Application
Industry-scale duplicate detection
Proceedings of the VLDB Endowment
ACM Computing Surveys (CSUR)
An inconsistency tolerant approach to querying spatial databases
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Data Quality and Record Linkage Techniques
Data Quality and Record Linkage Techniques
Clustering of time series data-a survey
Pattern Recognition
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Discovering executable semantic mappings between ontologies
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Declarative support for sensor data cleaning
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
A semantic similarity model for mapping between evolving geospatial data cubes
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Searching for similar trajectories on road networks using spatio-temporal similarity
ADBIS'06 Proceedings of the 10th East European conference on Advances in Databases and Information Systems
Measuring semantic similarity between geospatial conceptual regions
GeoS'05 Proceedings of the First international conference on GeoSpatial Semantics
Towards duplicate detection for situation awareness based on spatio-temporal relations
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
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Systems supporting situation awareness typically deal with a vast stream of information about a large number of real-world objects anchored in time and space provided by multiple sources. These sources are often characterized by frequent updates, heterogeneous formats and most crucial, identical, incomplete and often even contradictory information. In this respect, duplicate detection methods are of paramount importance allowing to explore whether or not information having, e.g., different origins or different observation times concern one and the same real-world object. Although many such duplicate detection methods have been proposed in literature--each of them having different origins, pursuing different goals and often, by nature, being heavily domain-specific--the unique characteristics of situation awareness and their implications on the method's applicability were not the focus up to now. This paper examines existing duplicate detection methods appearing to be suitable in the area of situation awareness and identifies their strengths and shortcomings. As a prerequisite, based on a motivating case study in the domain of road traffic management, an evaluation framework is suggested, which categorizes the major requirements on duplicate detection methods with regard to situation awareness.