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Degbelo, Auriol: Spatial and temporal resolution of sensor observations. 2014
Inhalt
Title
Abstract
Acknowledgements
Publications
Contents
Acronyms
1 Introduction
1.1 The Sensor Web
1.1.1 The need of semantics for the Sensor Web
1.1.2 Sensor Plug and Play
1.2 Observation
1.2.1 Observation vs measurement
1.2.2 Observation ontologies
1.2.3 Discussion
1.3 Resolution
1.3.1 Related work to the thesis
1.3.2 Discussion
1.4 Requirements of the theory to be developed
1.5 Tour of the contents
2 Conceptual analysis of resolution
2.1 Introduction
2.2 Resolution and related notions
2.3 Proxy measures for resolution
2.3.1 A unifying framework for resolution and related notions
2.3.2 Using the framework suggested
2.4 Accommodating variability in word usage
2.5 Summary
3 Ontology development method
3.1 Definition of ontology
3.2 Relevance of ontology research to GIScience
3.3 Research method
3.3.1 Philosophical standpoint
3.3.2 Research method: a bird's-eye view
3.3.3 Design (or modelling) stage
3.3.4 Implementation (or encoding) stage
3.3.5 Ontology languages
3.3.6 Evaluation
3.3.7 Documentation
3.3.8 Discussion
3.4 Related work
3.4.1 Foundational ontologies
3.4.2 Geo-ontologies
3.4.3 Discussion
3.5 Summary
4 Ontology design stage - resolution of single observations
4.1 Motivating scenario
4.2 Viewpoint on space and time
4.3 Identification of the terms of the ontology (Part I)
4.3.1 Reuse of existing ontologies
4.3.2 Foundational ontology and ontology design language
4.3.3 Terms of the ontology: resolution of a single observation
4.3.4 Examples of SRF and TRW for a single observation
4.3.5 Alignment to DOLCE: resolution of an observation
4.4 Formal specification: resolution of a sensor observation
4.5 Summary
5 Ontology design stage - resolution of observation collections
5.1 Introduction
5.2 Identification of the terms of the ontology (Part II)
5.2.1 Observation collection
5.2.2 Terms of the ontology: resolution of an observation collection
5.2.3 Resolution of an observation collection: illustrative example
5.2.4 Alignment to DOLCE: resolution of an observation collection
5.2.5 Dependency between the resolution of an observation collection and the resolution of its member observations
5.3 Formal specification: observation collection resolution
5.4 Is a high value for resolution always desirable?
5.5 Summary
6 Ontology design patterns for resolution
6.1 Ontology design pattern
6.2 Resolution of a single observation
6.3 Resolution of an observation collection
6.4 Validation of the ontology design patterns
6.5 ODPs for resolution and the Semantic Sensor Web
6.5.1 Refining the ODP for spatial data quality characterization
6.5.2 Mappings between the ODPs for resolution and the ODP for spatial data quality characterization
6.6 Summary
7 Ontology of resolution - implementation stage
7.1 Ontology implementation: language and tool
7.2 Implementation of the motivating scenario
7.2.1 Resolution of an observation
7.2.2 Resolution of an observation collection
7.2.3 Discussion
7.3 Further application scenarios
7.3.1 Retrieval of Flickr data at a certain temporal resolution
7.3.2 Expressing resolution qualitatively
7.3.3 The Linked Brazilian Amazon Rainforest Data
7.3.4 Cross-comparison of average values for air quality in Europe
7.4 Summary
8 Conclusion
8.1 Novel contributions
8.2 Importance of the work
8.2.1 Observation ontologies
8.2.2 Ontology development and evaluation
8.2.3 Semantic interoperability
8.3 Limitations
8.4 Future work
8.4.1 Incorporation of complex arithmetic operations in OWL/SWRL
8.4.2 Spatio-temporal aggregation
8.4.3 Thematic resolution
8.4.4 Ontology design patterns for quality characterization in the SSW
8.4.5 The implementation-design continuum
References
A Terms of the ontology
B Proof
C Location of an observation
D Comparing resolutions
E ODPs aligned to DOLCE
F Ontology's summary