Analyzing Global Semantic Social Networks

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global global analyzing analyzing fabien l. gandon social social semantic semantic graphs graphs

Transcript of Analyzing Global Semantic Social Networks

globalglobal

analyzinganalyzing

fabien l. gandon

socialsocial

semanticsemantic

graphsgraphs

beetweenness centrality reveals brokers

« A place for good ideas » [Burt 1992] [Burt 2004]

sociograms and analysis

Gérard

Fabien

Mylène

(guillaume)=5d

Michel

Yvonne

(guillaume)=3colleague

knowsGérard

Fabien

Mylène

<familly>d

parentsibling

motherfatherbrothersister

Michel

Yvonne

SemSNA Ontology

FOAF, RELATIONSHIP, SIOC, Domain

social data

FOAF, RELATIONSHIP, SIOC,

DC, SKOS, SCOT, DOAP, MOAT

Domain

Ontologies

RDF/S, OWL GRDDL RDFa

µformatsXMLWrappers & web 2.0 APIs

SemSNA ontology

SPARQL + Extensions

SemSNA Ontology

FOAF, RELATIONSHIP, SIOC, Domain

social data

FOAF, RELATIONSHIP, SIOC,

DC, SKOS, SCOT, DOAP, MOAT

Domain

Ontologies

RDF/S, OWL GRDDL RDFa

µformatsXMLWrappers & web 2.0 APIs

select ?y count(?x) as ?degreeCentrality where {

?x $path ?y

filter(match($path, star(param[type])))

filter(pathLength($path) <= param[length])

D-in<type, length>(y) :=

filter(pathLength($path) <= param[length])

} group by ?y

SPARQL + Extensions

SemSNA Ontology

FOAF, RELATIONSHIP, SIOC, Domain

social data

Semantic Social Network Analysis

FOAF, RELATIONSHIP, SIOC,

DC, SKOS, SCOT, DOAP, MOAT

Domain

Ontologies

RDF/S, OWL GRDDL RDFa

µformatsXMLWrappers & web 2.0 APIs

[web science 09][web science 09]

long tail distribution of the betweenness centralities50 000 projections on 2020 FOAF profiles extracted from flickr.com

Research contract with a Web 2.0 company : 10 000 profiles, 600 000 relations,

1.4 Go RDF in main memory using CORESE

[Freeman, 1979]

• enterprise social networking

isicil.inria.fr

• enterprise social networking

• business intelligence, watching, monitoring

• communities of interest, of practice, of experts

a point madea point madeatat the the linkedlinked data workshop 2009…data workshop 2009…

unifying identitiesintegration & consolidation of data

owl:sameAs

Fabien Bafien

=

Fabien Bafien

owl:differentFrom

Magic Semantic

Magic Semantic

Hagrid Hagrid

globalglobal

analyzinganalyzing

http://fabien.info

socialsocial

semanticsemantic

graphsgraphs