GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Geosemantic Technologies
for Archaeological Research:
GSTAR
Paul Cripps
University of South Wales, Trefforest, UK
• Hypermedia Research Group
• Geographic Information Systems (GIS) Research Group
Archaeogeomancy, Salisbury, UK
http://gstar.archaeogeomancy.net/
LinkedGeospatialData(LGD)inthecontextof
archaeologicalresearch
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Introduction
• Geospatial Semantics
• Linked Data (LD)
• Linked Geospatial Data
(LGD)
• LGD for Archaeological
Research - GSTAR
Earthorama by spdorsey http://flic.kr/p/69C5QD
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Geospatial Semantics
• “…research area combining Geographic
Information Science (GIScience), spatial
databases, cognitive science, Artificial
Intelligence (AI) and the Semantic Web”
• Janowicz, K. et al., 2012.
• Concept of Linked Geospatial Data (LGD)
as means of expressing spatial semantic
information
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Data
Publishing
& Querying
framework
Human &
Machine
readable
Logic, Rules,
Reasoning,
Inference,
Argumentation
Web services,
stylesheets, etc
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Data
• Linked Data comprises assertions about reality,
stored as triples (rdf, ntriples, turtle, xml, etc)
• <thing><relationship><thing>
• Each tag is:
• a persistent uniform resource identifer
• a literal value (string, number, date, etc)
• Concept based not term based
• Ontologies define classes and relationships (owl,
rdfs)
• Vocabularies define content (skos)
• Multilingual
• Multiple classification schema
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Data
• <Stonehenge><hasType><henge>
• <Stonehenge> is a uri for the monument
• <hasType> is a uri for the relationship, from a
particular ontology (CIDOC CRM)
• <henge> is a uri for the classification, from a
particular vocabulary provider (HeritageData
SKOS)
• http://purl.org/heritagedata/schemes/eh_tmt2/concepts/70096
Circular or sub-circular enclosure defined by a bank and
(usually internal) ditch, with one or two (rarely more)
entrances. Of ceremonial/ritual function, they contain a
variety of internal features including timber or stone circles.
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Geospatial Data
• LGD also comprises assertions, including spatial
• <Stonehenge><hasDepiction><polygon>
• <Stonehenge> is a uri for the monument
• <hasDepiction> is a uri for the relationship,
from a particular ontology (CRM EH)
• <polygon> is a literal representing a particular
polygon depiction (BNG WKT) or a uri for a
polygon in another resource (eg OS
MasterMap)
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Geospatial Data
• <Stone circle><spatially within><Stonehenge>
• <Stone circle> is a uri for the monument
• <spatially within> is a uri for the relationship,
from a particular ontology (GeoSPARQL)
• <Stonehenge> is a uri for the monument
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Linked Geospatial Data
• Geometries
• points, lines, polygons,
donuts, etc
• Relations & Functions
• eg Within, Contains,
Intersects
• eg Buffer
• Coordinate Reference
Systems (CRS)
• Transformations &
Projections
• Implements OGC
standards
• WKT, GML, Simple
Features
• Implements W3C
standards
• XML, RDF, RDFS, OWL,
SPARQL
• New OGC+W3C
standards
• GeoSPARQL
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
ColonisationofBritainLinkedData
Wessex Archaeology, Archaeology Data Service
Linked Data resource built using STELLAR Toolkit & Open Refine including Ordnance Survey Open Data
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
GSTAR
• Investigating:
• Production of Linked (Geospatial) Data
• Working with Linked (Geospatial) Data
• For Archaeological research purposes
• Use cases:
• Archaeological research scenarios (academic,
commercial, etc)
• How can geosemantic technologies support real-world
research processes?
• Using broad range of data from UK heritage
institutions
• Wiltshire Museums, Wiltshire Historic Environment
Record, English Heritage, Wessex Archaeology,
Archaeology Data Service, Ordnance Survey
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
GSTAR
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
CRMEHgeo - Ontology Alignment
crmeh:EHE0007 Context crmeh:EHE0022 ContextDepiction
crmeh:EHP4i is depicted by
geo:Feature geo:hasGeometry
rdfs:subClassOf rdfs:subPropertyOf
sf:Polygon
rdfs:isA
Instance of
WKT
Literal
geo:asWKT
RDFS GeoSPARQLSimple FeaturesCRMEH
crm:E53 Place
crm:E44 Place
Appellation
crm:p87 is
identified by
rdfs:subPropertyOf rdfs:subClassOfrdfs:subClassOf
CIDOC CRM
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Research: Workflows
• Current workflow:
• Request data
• Collate & Process
• Concordance
• Produce new,
standalone resource
• Assessment, Analysis
• Snapshot reporting,
narratives
• Archive
• (Repeat…)
• Proposed workflow:
• Consume data
• Assessment, Analysis
• Augment data
• Data driven reporting,
narratives
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Research: Questions
• Investigating
archaeological research
questions
• Start with questions:
• eg “Show me a distribution
density plot for each Parish
in Study Area of all object
records by object type from
prehistoric sites of type
barrow within 500m of a
higher than average density
of worked flint”
• Express as Queries
• GeoSPARQL
• Visualise results, think, do
• Integration of cultural
heritage resources:
• Object Records from
Museum Collection
• Site location, dating and
classification from HER
• Fieldwalking data from
commercial contractor
• User Generated input
• Spatial operators
• Numeric operators
• Sources
• Web mapping APIs,
Linked Data APIs
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Outputs
• Pilot Study
• Evaluation: change of platforms
• Linked Data resource – complete
• Publishing pipelines
• Demonstrators – in progress
• Web based querying of heterogeneous resources
• Spatial interfaces
• Querying
• Results
• Thesis 
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
Acknowledgements
• Thanks to:
• University of South Wales – funding, supervision, advice
• Archaeology Data Service – data from their archives
• Wessex Archaeology – data, photographs and images
• Wiltshire Council – access to the Historic Environment Record
(HER) data
• Wiltshire Museums – access to museum collections data
• Personal thanks
• Supervisors/Advisors: Doug Tudhope, Mark Ware, Alex Lohfink
• Research group: Ceri Binding, Andreas Vlachidis, Keith May
• Peers and colleagues: Michael Charno, Chris Brayne, Gerald
Heibel, David Dawson
• Image Credit
• Earthorama by spdorsey http://flic.kr/p/69C5QD
GSTAR – USW Annual Postgraduate Researchers Presentation Day – Friday 5th May, 2015
fin
• paul.cripps@southwales.ac.uk
• paul@archaeogeomancy.net
• @pauljcripps
• gstar.archaeogeomancy.net
• hypermedia.research.southwales.ac.uk
• gis.research.southwales.ac.uk

Geosemantic Tools for Archaeological Research

  • 1.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Geosemantic Technologies for Archaeological Research: GSTAR Paul Cripps University of South Wales, Trefforest, UK • Hypermedia Research Group • Geographic Information Systems (GIS) Research Group Archaeogeomancy, Salisbury, UK http://gstar.archaeogeomancy.net/ LinkedGeospatialData(LGD)inthecontextof archaeologicalresearch
  • 2.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Introduction • Geospatial Semantics • Linked Data (LD) • Linked Geospatial Data (LGD) • LGD for Archaeological Research - GSTAR Earthorama by spdorsey http://flic.kr/p/69C5QD
  • 3.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Geospatial Semantics • “…research area combining Geographic Information Science (GIScience), spatial databases, cognitive science, Artificial Intelligence (AI) and the Semantic Web” • Janowicz, K. et al., 2012. • Concept of Linked Geospatial Data (LGD) as means of expressing spatial semantic information
  • 4.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Data Publishing & Querying framework Human & Machine readable Logic, Rules, Reasoning, Inference, Argumentation Web services, stylesheets, etc
  • 5.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Data • Linked Data comprises assertions about reality, stored as triples (rdf, ntriples, turtle, xml, etc) • <thing><relationship><thing> • Each tag is: • a persistent uniform resource identifer • a literal value (string, number, date, etc) • Concept based not term based • Ontologies define classes and relationships (owl, rdfs) • Vocabularies define content (skos) • Multilingual • Multiple classification schema
  • 6.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Data • <Stonehenge><hasType><henge> • <Stonehenge> is a uri for the monument • <hasType> is a uri for the relationship, from a particular ontology (CIDOC CRM) • <henge> is a uri for the classification, from a particular vocabulary provider (HeritageData SKOS) • http://purl.org/heritagedata/schemes/eh_tmt2/concepts/70096 Circular or sub-circular enclosure defined by a bank and (usually internal) ditch, with one or two (rarely more) entrances. Of ceremonial/ritual function, they contain a variety of internal features including timber or stone circles.
  • 7.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Geospatial Data • LGD also comprises assertions, including spatial • <Stonehenge><hasDepiction><polygon> • <Stonehenge> is a uri for the monument • <hasDepiction> is a uri for the relationship, from a particular ontology (CRM EH) • <polygon> is a literal representing a particular polygon depiction (BNG WKT) or a uri for a polygon in another resource (eg OS MasterMap)
  • 8.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Geospatial Data • <Stone circle><spatially within><Stonehenge> • <Stone circle> is a uri for the monument • <spatially within> is a uri for the relationship, from a particular ontology (GeoSPARQL) • <Stonehenge> is a uri for the monument
  • 9.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Linked Geospatial Data • Geometries • points, lines, polygons, donuts, etc • Relations & Functions • eg Within, Contains, Intersects • eg Buffer • Coordinate Reference Systems (CRS) • Transformations & Projections • Implements OGC standards • WKT, GML, Simple Features • Implements W3C standards • XML, RDF, RDFS, OWL, SPARQL • New OGC+W3C standards • GeoSPARQL
  • 10.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 ColonisationofBritainLinkedData Wessex Archaeology, Archaeology Data Service Linked Data resource built using STELLAR Toolkit & Open Refine including Ordnance Survey Open Data
  • 11.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 GSTAR • Investigating: • Production of Linked (Geospatial) Data • Working with Linked (Geospatial) Data • For Archaeological research purposes • Use cases: • Archaeological research scenarios (academic, commercial, etc) • How can geosemantic technologies support real-world research processes? • Using broad range of data from UK heritage institutions • Wiltshire Museums, Wiltshire Historic Environment Record, English Heritage, Wessex Archaeology, Archaeology Data Service, Ordnance Survey
  • 12.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 GSTAR
  • 13.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 CRMEHgeo - Ontology Alignment crmeh:EHE0007 Context crmeh:EHE0022 ContextDepiction crmeh:EHP4i is depicted by geo:Feature geo:hasGeometry rdfs:subClassOf rdfs:subPropertyOf sf:Polygon rdfs:isA Instance of WKT Literal geo:asWKT RDFS GeoSPARQLSimple FeaturesCRMEH crm:E53 Place crm:E44 Place Appellation crm:p87 is identified by rdfs:subPropertyOf rdfs:subClassOfrdfs:subClassOf CIDOC CRM
  • 14.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Research: Workflows • Current workflow: • Request data • Collate & Process • Concordance • Produce new, standalone resource • Assessment, Analysis • Snapshot reporting, narratives • Archive • (Repeat…) • Proposed workflow: • Consume data • Assessment, Analysis • Augment data • Data driven reporting, narratives
  • 15.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Research: Questions • Investigating archaeological research questions • Start with questions: • eg “Show me a distribution density plot for each Parish in Study Area of all object records by object type from prehistoric sites of type barrow within 500m of a higher than average density of worked flint” • Express as Queries • GeoSPARQL • Visualise results, think, do • Integration of cultural heritage resources: • Object Records from Museum Collection • Site location, dating and classification from HER • Fieldwalking data from commercial contractor • User Generated input • Spatial operators • Numeric operators • Sources • Web mapping APIs, Linked Data APIs
  • 16.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Outputs • Pilot Study • Evaluation: change of platforms • Linked Data resource – complete • Publishing pipelines • Demonstrators – in progress • Web based querying of heterogeneous resources • Spatial interfaces • Querying • Results • Thesis 
  • 17.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 Acknowledgements • Thanks to: • University of South Wales – funding, supervision, advice • Archaeology Data Service – data from their archives • Wessex Archaeology – data, photographs and images • Wiltshire Council – access to the Historic Environment Record (HER) data • Wiltshire Museums – access to museum collections data • Personal thanks • Supervisors/Advisors: Doug Tudhope, Mark Ware, Alex Lohfink • Research group: Ceri Binding, Andreas Vlachidis, Keith May • Peers and colleagues: Michael Charno, Chris Brayne, Gerald Heibel, David Dawson • Image Credit • Earthorama by spdorsey http://flic.kr/p/69C5QD
  • 18.
    GSTAR – USWAnnual Postgraduate Researchers Presentation Day – Friday 5th May, 2015 fin • paul.cripps@southwales.ac.uk • paul@archaeogeomancy.net • @pauljcripps • gstar.archaeogeomancy.net • hypermedia.research.southwales.ac.uk • gis.research.southwales.ac.uk