Abstract
Systems supporting situation awareness typically integrate information
about a large number of real-world objects anchored in time and space provided
by multiple sources. These sources are often characterized by identical,
incomplete, and even contradictory information. Because of that, duplicate detection
methods are of paramount importance, allowing to explore whether or not
information concerns one and the same real-world object. Although many such
duplicate detection methods exist, a recent survey revealed that the characteristics
of situation awarenesshighly dynamic and vague information, which is
often available in qualitative form onlyare not supported sufficiently well. This
paper proposes concepts for qualitative duplicate detection to cope with these key
issues of situation awareness based on spatio-temporal relations between objects.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 9th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE 2010) |
| Number of pages | 11 |
| Publication status | Published - 2010 |
Fields of science
- 101004 Biomathematics
- 101027 Dynamical systems
- 101028 Mathematical modelling
- 101029 Mathematical statistics
- 101014 Numerical mathematics
- 101015 Operations research
- 101016 Optimisation
- 101017 Game theory
- 101018 Statistics
- 101019 Stochastics
- 101024 Probability theory
- 101026 Time series analysis
- 102 Computer Sciences
- 102001 Artificial intelligence
- 102003 Image processing
- 102004 Bioinformatics
- 102013 Human-computer interaction
- 102018 Artificial neural networks
- 102019 Machine learning
- 103029 Statistical physics
- 106005 Bioinformatics
- 106007 Biostatistics
- 202017 Embedded systems
- 202035 Robotics
- 202036 Sensor systems
- 202037 Signal processing
- 305901 Computer-aided diagnosis and therapy
- 305905 Medical informatics
- 305907 Medical statistics
- 102032 Computational intelligence
- 102033 Data mining
- 101031 Approximation theory
- 102002 Augmented reality
- 102006 Computer supported cooperative work (CSCW)
- 102015 Information systems
- 102021 Pervasive computing
- 102025 Distributed systems
- 102027 Web engineering
- 202038 Telecommunications