Paper Info
Title
Semiotic-based Ontology Evaluation Tool (S-OntoEval)
Abstract
The objective of the Semiotic-based Ontology Evaluation Tool (S-OntoEval) is to evaluate and propose improvements to a given ontological model. The evaluation aims at assessing the quality of the ontology by drawing upon semiotic theory (Stamper et al., 2000), taking several metrics into consideration for assessing the syntactic, semantic, and pragmatic aspects of ontology quality. We consider an ontology to be a semiotic object and we identify three main types of semiotic ontology evaluation levels: the structural level, assessing the ontology syntax and formal semantics; the functional level, assessing the ontology cognitive semantics and; the usability-related level, assessing the ontology pragmatics. The Ontology Evaluation Tool implements metrics for each semiotic ontology level: on the structural level by making use of reasoner such as the RACER System (Haarselv and Moller, 2001) and Pellet (Parsia and Sirin, 2004) to check the logical consistency of our ontological model (TBoxes and ABoxes) and graph-theory measures such as Depth; on the functional level by making use of a task-based evaluation approach which measures the quality of the ontology based on the adequacy of the ontological model for a specific task; and on the usability-profiling level by applying a quantitative analysis of the amount of annotation. Other metrics can be easily integrated and added to the respective evaluation level. In this work, the Ontology Evaluation Tool is used to test and evaluate the SWIntO Ontology of the SmartWeb project.
Year
Venue
Keywords
2008
SIXTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, LREC 2008
graph theory,quantitative analysis,formal semantics
Field
DocType
Citations 
Ontology (information science),Ontology-based data integration,Ontology alignment,Process ontology,Ontology chart,Computer science,Ontology Inference Layer,Natural language processing,Artificial intelligence,Suggested Upper Merged Ontology,Upper ontology
Conference
3
PageRank 
References 
Authors
0.42
10
3
Name
Order
Citations
PageRank
Renata Dividino1101.25
Massimo Romanelli2978.67
Daniel Sonntag329256.22