Exploiting Freebase to Obtain GoodRelations-Based Product Ontologies

Application of semantic web technologies in e-commerce depends on the availability of product ontologies. However, such ontologies are not yet available for many industries and developing them from scratch is costly. We present a method of reusing parts of the Freebase schema by transforming it into a GoodRelations-based product ontology, using our Pattern-based Ontology Transformation Framework. We demonstrate our method on a part of the Freebase Medicine schema, which we transformed into a product ontology covering prescription drugs.

[1]  Martin Hepp,et al.  Semi-automated Structural Adaptation of Advanced E-Commerce Ontologies , 2013, EC-Web.

[2]  Luigi Iannone,et al.  Pattern-Based Ontology Transformation Service Exploiting OPPL and OWL-API , 2010, EKAW.

[3]  Steffen Staab,et al.  Ontology Learning for the Semantic Web , 2002, IEEE Intell. Syst..

[4]  Olegas Vasilecas,et al.  Ontology Transformation: from Requirements to Conceptual Model * , 2009 .

[5]  Martin Hepp,et al.  GoodRelations: An Ontology for Describing Products and Services Offers on the Web , 2008, EKAW.

[6]  A Min Tjoa,et al.  E-Commerce and Web Technologies , 2002, Lecture Notes in Computer Science.

[7]  Richard Cyganiak,et al.  Open eBusiness Ontology Usage: Investigating Community Implementation of GoodRelations , 2011, LDOW.

[8]  Fabien L. Gandon,et al.  The Semantic Web: Trends and Challenges , 2014, Lecture Notes in Computer Science.

[9]  Philipp Cimiano,et al.  Knowledge Engineering and Management by the Masses , 2010, Lecture Notes in Computer Science.

[10]  Aldo Gangemi,et al.  Knowledge Engineering: Practice and Patterns, 16th International Conference, EKAW 2008, Acitrezza, Italy, September 29 - October 2, 2008. Proceedings , 2008, EKAW.

[11]  Alex Stolz,et al.  PCS2OWL: A Generic Approach for Deriving Web Ontologies from Product Classification Systems , 2014, ESWC.

[12]  Martin Necaský,et al.  Linked data support for filing public contracts , 2014, Comput. Ind..

[13]  Praveen Paritosh,et al.  Freebase: a collaboratively created graph database for structuring human knowledge , 2008, SIGMOD Conference.

[14]  Boris Villazón-Terrazas A Method for Reusing and Re-engineering Non-ontological Resources for Building Ontologies , 2012, Studies on the Semantic Web.