Supporting Ontology Alignment Tasks with Edge Bundling

  • Authors:
  • Muhammad Nasir;Orland Hoeber;Joerg Evermann

  • Affiliations:
  • Department of Computer Science, Memorial University, St. John's, NL, Canada;Department of Computer Science, University of Regina, Regina, SK, Canada;Faculty of Business Administration, Memorial University, St. John's, NL, Canada

  • Venue:
  • Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
  • Year:
  • 2013

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Abstract

Ontologies are commonly used for knowledge representation and to exchange information between multiple applications. When the same information is represented by different overlapping ontologies, information sharing requires a mapping between corresponding pairs of entities. While ontology alignment algorithms have been developed to support such tasks, they generally do not offer entirely complete and precise mappings. As a result, an important interactive aspect of the ontology alignment process is the validation of automatically generated mappings, as well as the addition of new mappings, by a knowledge manager. While visual ontology alignment interfaces exist to support these tasks, showing a large number of mappings can result in a significant amount of visual clutter. To address this issue, an edge bundling approach has been adapted to the constraints of an existing ontology alignment interface. A user study was designed and conducted to evaluate the value of edge bundling in this context, with positive results for both mapping validation and addition tasks.