DocumentCode
2315718
Title
graphOnt: An ontology based library for conversion from semantic graphs to JUNG
Author
Kelley, Stephen ; Goldberg, Mark ; Magdon-Ismail, Malik ; Mertsalov, Konstantin ; Wallace, William ; Zaki, Mohammed
Author_Institution
Dept. of Comput. Sci., Rensselaer Polytech. Inst. Troy, Troy, NY, USA
fYear
2009
fDate
8-11 June 2009
Firstpage
170
Lastpage
172
Abstract
In this work, we present the software library graphOnt. The purpose of this library is to automate the process of dynamically extracting ldquointerestingrdquo graphs from semantic networks. Instructions on the extraction are fed into the library via an ontological language specification custom built for this application. A set of SPARQL queries are used to define vertices and edges in the constructed graph. Extracted graphs are returned using the JUNG framework, which offers many algorithmic and visualization options. This work allows a set of individuals analyzing the same semantic network to extract and analyze dynamically created graphs using sophisticated, specific algorithmic tools without needing to manually construct classical graphs from the data.
Keywords
graph theory; ontologies (artificial intelligence); query processing; semantic Web; semantic networks; software libraries; JUNG; SPARQL queries; graphOnt; ontological language specification custom; semantic Web; semantic graphs; semantic networks; software library; Algorithm design and analysis; Application software; Computer science; Data mining; Data visualization; Lifting equipment; Ontologies; Open source software; Software libraries; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligence and Security Informatics, 2009. ISI '09. IEEE International Conference on
Conference_Location
Dallas, TX
Print_ISBN
978-1-4244-4171-6
Electronic_ISBN
978-1-4244-4173-0
Type
conf
DOI
10.1109/ISI.2009.5137292
Filename
5137292
Link To Document