KnoFuss

Information fusion system for semantic datasets

KnoFuss represents a modular architecture for automated knowledge fusion of Semantic Web repositories. Knowledge fusion involves two main subtasks: coreference resolution and inconsistency resolution. Different datasets often contain information about the same entities but refer to them using different URIs. Identifying such individuals is the task of coreference resolution. Moreover, pieces of data defined in different knowledge bases can influence each other (e.g., they can be mutually...

Nikolov, A., d'Aquin, M. and Motta, E. (2012) Unsupervised Learning of Link Discovery Configuration, 9th Extended Semantic Web Conference (ESWC 2012), Heraklion, Greece

Nikolov, A. and Motta, E. (2010) Capturing emerging relations between schema ontologies on the Web of Data, Workshop: Workshop on Consuming Linked Data at 9th International Semantic Web Conference, Shanghai, China

Nikolov, A., Uren, V. and Motta, E. (2010) Data Linking: Capturing and Utilising Implicit Schema-level Relations, Workshop: Linked Data on the Web (LDOW 2010) at 19th International World Wide Web Conference (WWW 2010), Raleigh, USA

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2009) Overcoming Schema Heterogeneity between Linked Semantic Repositories to Improve Coreference Resolution, 4th Asian Semantic Web Conference (ASWC 2009), Shanghai, China

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2009) Towards data fusion in a multi-ontology environment, Workshop: Linked Data on the Web at 18th International World Wide Web Conference (WWW 2009), Madrid, Spain

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2008) Refining instance coreferencing results using belief propagation, 3rd Asian Semantic Web Conference (ASWC 2008), Bangkok, Thailand

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2008) Integration of semantically annotated data by the KnoFuss architecture, 16th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2008), Acitrezza, Italy

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2008) Using the Dempster-Shafer theory of evidence to resolve ABox inconsistencies Uncertainty Reasoning for the Semantic Web I, eds. Paulo C.G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Ken Laskey, Thomas Lukasiewicz, Matthias Nickles, Mike Pool

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2008) Handling instance coreferencing in the KnoFuss architecture, Workshop: Identity and Reference on the Semantic Web at 5th European Semantic Web Conference (ESWC 2008), Tenerife, Spain

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2007) Using the Dempster-Shafer Theory of Evidence to Resolve ABox Inconsistencies, Workshop: Uncertainty Reasoning for the Semantic Web at ISWC 2007, Busan, Korea

Nikolov, A., Uren, V., Motta, E. and Roeck, A. (2007) KnoFuss: A Comprehensive Architecture for Knowledge Fusion, Poster at K-CAP 2007, Whistler, Canada