SCOVO: Using Statistics on the Web of Data

Statistical data is present everywhere--from governmental bodies to economics, from life-science to industry. With the rise of the Web of Data, the need for sharing, accessing, and using this data has entered a new stage. In order to enable proprietary, closed-world formats, to enter the Web of Data, we propose a framework for modelling and publishing statistical data. To illustrate the usefulness of our approach we demonstrate its application in real-world statistical datasets.

[1]  Kun Bai,et al.  TableSeer: automatic table metadata extraction and searching in digital libraries , 2007, JCDL '07.

[2]  Daisy Zhe Wang,et al.  WebTables: exploring the power of tables on the web , 2008, Proc. VLDB Endow..

[3]  Patrice Buche,et al.  Flexible Querying of Fuzzy RDF Annotations Using Fuzzy Conceptual Graphs , 2008, ICCS.

[4]  Michael Hausenblas,et al.  Scripting User Contributed Interlinking , 2008 .

[5]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[6]  Frank van Harmelen,et al.  Information Sharing on the Semantic Web , 2004, Advanced Information and Knowledge Processing.

[7]  Ollivier Haemmerlé,et al.  An Ontology-Driven Annotation of Data Tables , 2007, WISE Workshops.

[8]  Michael Hausenblas,et al.  Building Linked Data For Both Humans and Machines , 2008, LDOW.

[9]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[10]  Daisy Zhe Wang,et al.  Uncovering the Relational Web , 2008, WebDB.

[11]  Michael Hausenblas,et al.  A Performance and Scalability Metric for Virtual RDF Graphs , 2007, SFSW.

[12]  Leo Sauermann,et al.  Cool URIs for the semantic web , 2007 .

[13]  Erhard Rahm,et al.  A survey of approaches to automatic schema matching , 2001, The VLDB Journal.

[14]  Eyal Oren,et al.  Sindice.com: Weaving the Open Linked Data , 2007, ISWC/ASWC.

[15]  Michael Hausenblas,et al.  Towards Opinion Mining Through Tracing Discussions on the Web , 2008, SDoW@ISWC.

[16]  Sean Bechhofer,et al.  SKOS Simple Knowledge Organization System Reference , 2009 .

[17]  Hans Riemann,et al.  Foodborne Infections and Intoxications , 2011 .

[18]  Wilfried Grossmann,et al.  Towards Metadata-Guided Distributed Statistical Data Processing , 1998 .

[19]  Tim Berners-Lee,et al.  Linked data , 2020, Semantic Web for the Working Ontologist.

[20]  Pasqualino ‘Titto’ Assini,et al.  NESSTAR : A Semantic Web Application for Statistical Data and Metadata , 2002 .

[21]  James F. Allen,et al.  Actions and Events in Interval Temporal Logic , 1994 .

[22]  Pedro M. Domingos,et al.  Learning to Match the Schemas of Data Sources: A Multistrategy Approach , 2003, Machine Learning.

[23]  Michalis Petrakos,et al.  Modeling statistical metadata , 2001, Proceedings Thirteenth International Conference on Scientific and Statistical Database Management. SSDBM 2001.

[24]  Daniel W. Gillman,et al.  TECHNICAL DEVELOPMENT OF THE PROPOSED STATISTICAL METADATA STANDARD , 1997 .

[25]  Jaromír Antoch,et al.  Environment for statistical computing , 2008, Comput. Sci. Rev..

[26]  Xavier Polanco,et al.  Instantiation of Relations for Semantic Annotation , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

[27]  E. Prud hommeaux,et al.  SPARQL query language for RDF , 2011 .

[28]  Didier Dubois,et al.  The three semantics of fuzzy sets , 1997, Fuzzy Sets Syst..

[29]  Cui Tao,et al.  Automatically Extracting Ontologically Specified Data from HTML Tables of Unknown Structure , 2002, ER.

[30]  Jun Zhao,et al.  Describing Linked Datasets On the Design and Usage of voiD, the "Vocabulary Of Interlinked Datasets" , 2009 .