OntoQA: Metric-Based Ontology Quality Analysis

作者: Boanerges Aleman-Meza , I. Budak Arpinar , Samir Tartir , Amit P. Sheth , Michael Moore

DOI:

关键词: RDF SchemaComputer scienceSemantic Web Rule LanguageSemantic analyticsRDFInformation retrievalPopulationSemantic WebOWL-SOntology (information science)

摘要: As the Semantic Web gains importance for sharing knowledge on Internet this has lead to development and publishing of many ontologies in different domains. When trying reuse existing into their applications, users are faced with problem determining if an ontology is suitable needs. In paper, we introduce OntoQA, approach that analyzes schemas populations (i.e. knowledgebases) describes them through a well defined set metrics. These metrics can highlight key characteristics schema as its population enable make informed decision quickly. We present evaluation several using these demonstrate applicability.

参考文章(17)
Krzysztof Kochut, John A. Miller, Satya S. Sahoo, Meenakshi Nagarajan, Christopher Thomas, William S. York, Amit P. Sheth, Xiaochuan Yi, Semantic Web Technology in Support of Bioinformatics for Glycan Expression ,(2004)
Boanerges Aleman-Meza, Chris Halaschek, Amit P Sheth, I Budak Arpinar, Gowtham Sannapareddy, None, SWETO: Large-Scale Semantic Web Test-bed pp. 490- 493 ,(2004)
Naoki Sugiura, Yoshihiro Shigeta, Naoki Fukuta, Noriaki Izumi, Takahira Yamaguchi, Towards On-the-Fly Ontology Construction – Focusing on Ontology Quality Improvement Lecture Notes in Computer Science. pp. 1- 15 ,(2004) , 10.1007/978-3-540-25956-5_1
Alexander Maedche, Valentin Zacharias, Clustering Ontology-Based Metadata in the Semantic Web european conference on principles of data mining and knowledge discovery. pp. 348- 360 ,(2002) , 10.1007/3-540-45681-3_29
Deborah L. McGuinness, Natalya F. Noy, Ontology Development 101: A Guide to Creating Your First Ontology ,(2002)
Jeen Broekstra, Arjohn Kampman, Frank van Harmelen, Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema international semantic web conference. pp. 54- 68 ,(2002) , 10.1007/3-540-48005-6_7
Adolfo Lozano-Tello, Asunción Gomez-Perez, ONTOMETRIC: A Method to Choose the Appropriate Ontology Journal of Database Management. ,vol. 15, pp. 1- 18 ,(2004) , 10.4018/JDM.2004040101
LOUISE CROW, NIGEL SHADBOLT, Extracting focused knowledge from the semantic web International Journal of Human-computer Studies \/ International Journal of Man-machine Studies. ,vol. 54, pp. 155- 184 ,(2001) , 10.1006/IJHC.2000.0453
Bijan Parsia, Evren Sirin, Aditya Kalyanpur, Debugging OWL ontologies the web conference. pp. 633- 640 ,(2005) , 10.1145/1060745.1060837