Ontology Summarization: Graph-Based Methods and Beyond

Ontologies have been widely used in numerous and varied applications, e.g. to support data modeling, information integration, and knowledge management. With the increasing size of ontologies, ontol...

[1]  Norman W. Paton,et al.  Structure Inference for Linked Data Sources Using Clustering , 2015, Trans. Large Scale Data Knowl. Centered Syst..

[2]  Dimitris Plexousakis,et al.  Exploring Importance Measures for Summarizing RDF/S KBs , 2017, ESWC.

[3]  Giovanni Tummarello,et al.  Introducing RDF Graph Summary with Application to Assisted SPARQL Formulation , 2012, 2012 23rd International Workshop on Database and Expert Systems Applications.

[4]  Andrea Dessi,et al.  A machine-learning approach to ranking RDF properties , 2016, Future Gener. Comput. Syst..

[5]  Dunja Mladenic,et al.  Query-Independent Learning to Rank for RDF Entity Search , 2012, ESWC.

[6]  Tommaso Di Noia,et al.  Ranking the Linked Data: The Case of DBpedia , 2010, ICWE.

[7]  Vojtech Svátek,et al.  Dataset Summary Visualization with LODSight , 2015, ESWC.

[8]  Ana Carolina Salgado,et al.  Summarizing ontology-based schemas in PDMS , 2010, 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010).

[9]  Felix Naumann,et al.  Latent topics in graph-structured data , 2012, CIKM.

[10]  Carlo Zaniolo,et al.  User-friendly temporal queries on historical knowledge bases , 2017, Inf. Comput..

[11]  Xiang Zhang,et al.  Ontology summarization based on rdf sentence graph , 2007, WWW '07.

[12]  Xiang Zhang,et al.  Finding Important Vocabulary Within Ontology , 2006, ASWC.

[13]  Dimitris Plexousakis,et al.  RDF Digest: Efficient Summarization of RDF/S KBs , 2015, ESWC.

[14]  Yuzhong Qu,et al.  Incorporating compactness to generate term-association view snippets for ontology search , 2013, Inf. Process. Manag..

[15]  Dimitris Plexousakis,et al.  Ontology understanding without tears: The summarization approach , 2017, Semantic Web.

[16]  Xiang Zhang,et al.  Summarizing Vocabularies in the Global Semantic Web , 2009, Journal of Computer Science and Technology.

[17]  Wentao Ding,et al.  Generating Illustrative Snippets for Open Data on the Web , 2017, WSDM.

[18]  Giuseppe Attardi,et al.  Ranking very many typed entities on wikipedia , 2007, CIKM '07.

[19]  Maurizio Atzori,et al.  What Is the Cube Root of 27? Question Answering Over CodeOntology , 2018, SEMWEB.

[20]  Mariano P. Consens,et al.  ExpLOD: Summary-Based Exploration of Interlinking and RDF Usage in the Linked Open Data Cloud , 2010, ESWC.

[21]  Enrico Motta,et al.  Identifying Key Concepts in an Ontology, through the Integration of Cognitive Principles with Statistical and Topological Measures , 2008, ASWC.

[22]  Jeff Z. Pan,et al.  Exploiting Semantic Web Datasets: A Graph Pattern Based Approach , 2014, CSWS.

[23]  Carlo Zaniolo,et al.  SWiPE: searching wikipedia by example , 2012, WWW.

[24]  Gang Wu,et al.  Identifying Potentially Important Concepts and Relations in an Ontology , 2008, International Semantic Web Conference.

[25]  Jignesh M. Patel,et al.  Efficient aggregation for graph summarization , 2008, SIGMOD Conference.

[26]  Xiaohu Yang,et al.  A Semantic-Aware Algorithm to Rank Concepts in an OWL Ontology Graph , 2010 .

[27]  Giovanni Tummarello,et al.  Efficiency and precision trade-offs in graph summary algorithms , 2013, IDEAS '13.

[28]  Armin Haller,et al.  DWRank: Learning concept ranking for ontology search , 2016, Semantic Web.

[29]  François Goasdoué,et al.  Query-Oriented Summarization of RDF Graphs , 2015, Proc. VLDB Endow..

[30]  Seyedamin Pouriyeh,et al.  Graph-Based Methods for Ontology Summarization: A Survey , 2018, 2018 IEEE First International Conference on Artificial Intelligence and Knowledge Engineering (AIKE).

[31]  Andrea Maurino,et al.  ABSTAT: Linked Data Summaries with ABstraction and STATistics , 2015, ESWC.

[32]  Jérôme Euzenat,et al.  Ontology Matching: State of the Art and Future Challenges , 2013, IEEE Transactions on Knowledge and Data Engineering.

[33]  Rinke Hoekstra,et al.  Structural Properties as Proxy for Semantic Relevance in RDF Graph Sampling , 2014, SEMWEB.

[34]  Haofen Wang,et al.  Snippet Generation for Semantic Web Search Engines , 2008, ASWC.

[35]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..