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Term Dependence on the Semantic Web Gong Cheng  and Yuzhong Qu Institute of Web Science (IWS) Southeast University, P.R. China at ISWC 2008, Karlsruhe, Germany
What is happening on the hypertext Web
How about the Semantic Web foaf:Person foaf:Agent wn:Agent-3 rdfs:subClassOf rdfs:subClassOf
Term Dependence Graph (TDG) foaf:Person foaf:Agent rdfs:subClassOf wn:Agent-3
Data Set ,[object Object],[object Object],[object Object],[object Object],http://iws.seu.edu.cn/services/falcons/
Distribution of RDF documents on websites bio2rdf.org dbpedia.org openlinksw.com buzznet.com bibsonomy.org l3s.de …
Size distribution of RDF documents Maximum at 5 NCI  Thesaurus WordNet
How large is the TDG analyzed ,[object Object],[object Object],[object Object],[object Object],[object Object]
Distribution of terms in vocabularies EthanAnimals OpenCyc DBpedia properties EthanAnimals FMA
Degree analysis of TDG ,[object Object],[object Object],[object Object]
In-degree rdf:type rdfs:subClassOf owl:Class rdfs:label rdfs:comment rdfs:Class owl:equivalentClass … cyc:guid … 64.9%
Out-degree 40.9% at 5 Focal classes
Correlation ,[object Object],[object Object]
Distance analysis of TDG foaf:Person foaf:Agent rdfs:subClassOf wn:Agent-3
Dependence depth Average dependence depth: 10 Leaf classes in FMA
Hop plot and effective diameter
Connectivity analysis of TDG 93.4% in FMA
Connectivity analysis of TDG over 40,000 disconnected pieces after 16 nodes are removed
Vocabulary Dependence Graph (VDG) foaf:Person foaf:Agent rdfs:subClassOf wn:Agent-3 foaf rdfs wn
How large is the VDG analyzed ,[object Object],[object Object]
Degree analysis of VDG rdf, rdfs, owl, daml Average in-/out-degree: 3.75
Distance analysis of VDG
Connectivity analysis of VDG
Main results ,[object Object],[object Object],[object Object],[object Object],[object Object]
More words ,[object Object],[object Object],[object Object],[object Object]
Thank you for your attention yu`yiwon 语义网 Semantic Web shu`shin 属性 Property ley 类 Class benty 本体 Ontology P ronunciation Chinese English
Power-law

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