Linked Open Data Framework for Serendipity in History of Art Research

In this paper we outline the main lines of research for defining a framework based on Linked Open Data (LOD) for supporting knowledge creation in the Cultural Heritage (CH) field with a particular focus on History of Art research. We delineate the main challenges we need to deal with and we explore the state-of-the-art in LOD publishing systems, LOD citation and authority management. Furthermore, we introduce the idea of computer-aided serendipity in History of Art research with the purpose of contributing to the advancement of the field and to the definition of new methodologies for entity linking and retrieval.

[1]  M. de Rijke,et al.  Query modeling for entity search based on terms, categories, and examples , 2011, TOIS.

[2]  Nicola Ferro,et al.  NESTOR: A formal model for digital archives , 2013, Inf. Process. Manag..

[3]  Jing Jiang,et al.  Linking Entities to a Knowledge Base with Query Expansion , 2011, EMNLP.

[4]  M. de Rijke,et al.  Mapping queries to the Linking Open Data cloud: A case study using DBpedia , 2011, J. Web Semant..

[5]  Kostas Stefanidis,et al.  On Designing Archiving Policies for Evolving RDF Datasets on the Web , 2014, ER.

[6]  Andreas Rauber,et al.  Scalable data citation in dynamic, large databases: Model and reference implementation , 2013, 2013 IEEE International Conference on Big Data.

[7]  Giorgio Maria Di Nunzio,et al.  A linked open data approach for geolinguistics applications , 2014, Int. J. Metadata Semant. Ontologies.

[8]  Roi Blanco,et al.  Effective and Efficient Entity Search in RDF Data , 2011, SEMWEB.

[9]  Gianmaria Silvello A Methodology for Citing Linked Open Data Subsets , 2015, D Lib Mag..

[10]  Peter Buneman,et al.  A Rule-Based Citation System for Structured and Evolving Datasets , 2010, IEEE Data Eng. Bull..

[11]  Noreen Whysel,et al.  Linked open data for cultural heritage: evolution of an information technology , 2013, SIGDOC '13.

[12]  Giuseppe Ottaviano,et al.  Fast and Space-Efficient Entity Linking for Queries , 2015, WSDM.

[13]  Hao Wu,et al.  Wikimantic: Toward effective disambiguation and expansion of queries , 2014, Data Knowl. Eng..

[14]  Vassilis Christophides,et al.  Formal foundations for RDF/S KB evolution , 2012, Knowledge and Information Systems.

[15]  Romain Rouvoy,et al.  Debugging with the Crowd: A Debug Recommendation System Based on StackOverflow , 2014, ERCIM News.

[16]  M. de Rijke,et al.  Example Based Entity Search in the Web of Data , 2013, ECIR.

[17]  Nicola Ferro,et al.  Making it Easier to Discover, Re-Use and Understand Search Engine Experimental Evaluation Data , 2014, ERCIM News.

[18]  Tom Heath,et al.  Linked Data: Evolving the Web into a Global Data Space , 2011, Linked Data.