Title
Extending Temporal Ontology With Uncertain Historical Time
Abstract
Temporal ontology for representing uncertainly specified time periods is presented. Mature approaches like Allen interval relations are combined with introduction of time granularity and time uncertainty concepts. The ontology is applicable both as a static data representation and for logical data inference. Logical conclusions can be derived using an automated inference system. Uncertainty parametrization was developed for handling the domain specific uncertainty characteristics. Temporal statements containing the most frequent expressions in the domain of cultural heritage preservation are identified and categorized with respect to their accuracy. A temporal inference system is implemented using OCML language. Consistency checks can find non-causal data clusters and lead to improving current event data. Finally, resource annotation with Dynamic Narrative Authoring Tool utilizing temporal inference is presented.
Year
Venue
Keywords
2007
COMPUTING AND INFORMATICS
ontology, temporal reasoning, inference, historical periods
Field
DocType
Volume
Data mining,Ontology,Annotation,Parametrization,Expression (mathematics),Cultural heritage,Inference,Computer science,Logical data model,Granularity
Journal
26
Issue
ISSN
Citations 
3
1335-9150
0
PageRank 
References 
Authors
0.34
2
3
Name
Order
Citations
PageRank
Kamil Matousek1257.02
Matrin Falc200.34
Zdenek Kouba35510.13