AI SearchAnalysis of a hybrid semantic similarity metrics' performance on different sized ontologies
Call Number: AIT RSPR no.CS-10-03 Material type:
SeriesSeries: Asian Institute of Technology. Research studies project report ; no. CS-10-03Publication details: Pathum Thani, Thailand : Asian Institute of Technology, 2010Description: 51 p. : illSubject(s): Online resources: Dissertation note: Research Studies Project Report (M.Eng.) - Asian Institute of Technology, 2010 Summary: Discovering the semantic similarity of concepts in ontology has been discussed in many studies with different types of approaches applied, but it does not explain and does not take into consideration the size of the ontology. If the semantic similarity methods are applied to a very huge ontology and then applied on a smaller one, the similarity metric may vary the result of same concept in two of the Ontologies. In this study this change in the results of the similarity metric is analyzed. Analysis of the ontology can be carried out in a number of ways e.g. in form of a matrix, charts and graphs etc but in this study Visualization tools and plug-ins are used to visualize the Ontologies and the results. Visualization always helps to focus on the important things and discarding the unnecessary details
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A research study submitted in partial fulfillment of the requirements for the degree of Master of Sciences in Computer Science, School of Engineering and Technology
Research Studies Project Report (M.Eng.) - Asian Institute of Technology, 2010
Discovering the semantic similarity of concepts in ontology has been discussed in many studies with different types of approaches applied, but it does not explain and does not take into consideration the size of the ontology. If the semantic similarity methods are applied to a very huge ontology and then applied on a smaller one, the similarity metric may vary the result of same concept in two of the Ontologies. In this study this change in the results of the similarity metric is analyzed. Analysis of the ontology can be carried out in a number of ways e.g. in form of a matrix, charts and graphs etc but in this study Visualization tools and plug-ins are used to visualize the Ontologies and the results. Visualization always helps to focus on the important things and discarding the unnecessary details
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