Building the Seshat Ontology for a Global History Databank
Citation:
Rob Brennan, Kevin Feeney, Gavin Mendel-Gleason, Bojan Bozic, Peter Turchin, Harvey Whitehouse, Pieter Francois, Thomas E. Currie, Stephanie Grohmann, Building the Seshat Ontology for a Global History Databank, LNCS, Extended Semantic Web Conference, Heraklion, 29th May - 2nd June, Harald Sack - Eva Blomqvist - Mathieu d'Aquin - Chiara Ghidini - Simone Paolo Ponzetto - Christoph Lange, 9678, Springer, 2016, 693 - 708Download Item:
Abstract:
This paper describes OWL ontology re-engineering from the wiki-based social science codebook (thesaurus) developed by the Seshat: Global History Databank. The ontology describes human history as a set of over 1500 time series variables and supports variable uncertainty, temporal scoping, annotations and bibliographic references. The ontology was developed to transition from traditional social science data collection and storage techniques to an RDF-based approach. RDF supports automated generation of high usability data entry and validation tools, data quality management, incorporation of facts from the web of data and management of the data curation lifecycle.
This ontology re-engineering exercise identified several pitfalls in modelling social science codebooks with semantic web technologies; provided insights into the practical application of OWL to complex, real-world modelling challenges; and has enabled the construction of new, RDF-based tools to support the large-scale Seshat data curation effort. The Seshat ontology is an exemplar of a set of ontology design patterns for modelling uncertainty or temporal bounds in standard RDF. Thus the paper provides guidance for deploying RDF in the social sciences. Within Seshat, OWL-based data quality management will assure the data is suitable for statistical analysis. Publication of Seshat as high-quality, linked open data will enable other researchers to build on it.
Sponsor
Grant Number
Economic and Social Research Council (ESRC)
RES-060-25-0085
European Commission
644055
Science Foundation Ireland (SFI)
13/RC/2106
Author's Homepage:
http://people.tcd.ie/rbrennaDescription:
PUBLISHEDHeraklion
Author: BRENNAN, ROB
Sponsor:
Economic and Social Research Council (ESRC)European Commission
Science Foundation Ireland (SFI)
Other Titles:
LNCS , Extended Semantic Web ConferencePublisher:
SpringerType of material:
Conference PaperCollections
Series/Report no:
9678Availability:
Full text availableSubject (TCD):
Digital Humanities , Intelligent Content & CommunicationsDOI:
10.1007/978-3-319-34129-3_42Metadata
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