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EpiphanyAdaptable RDFa Generation Linking the Web of Documents to the Web of Data,[object Object],Benjamin Adrian, JörnHeesIvan Herman, Michael Sintek,Andreas Dengel,[object Object]
 Outline,[object Object],Web of Document vs. Web of Data,[object Object],RDFa, the glue combining both worlds,[object Object],Use Linked Data for RDFa generation,[object Object],Extract RDF from web pages,[object Object],Visualize RDFa via Linked Data,[object Object],Evaluation and Comparison with Open Calais,[object Object],2,[object Object]
 Web of Documents,[object Object],Features,[object Object],Distributed textual content,[object Object],Addressed by URLs ,[object Object],Layout in HTML, CSS,[object Object],Connected with hyperlinks,[object Object],Access via HTTP,[object Object],Made for human readers!,[object Object],3,[object Object],World WideWeb,[object Object],WWW,[object Object]
 Web of Data,[object Object],Features,[object Object],Distributed data sets,[object Object],Addressed by URIs,[object Object],Format is RDF,[object Object],Connected with RDF Links,[object Object],Access via HTTP,[object Object],Made for machine readers!,[object Object],4,[object Object],Linked OpenData,[object Object]
Plain HTML,[object Object],<BODY>,[object Object],<H1>Epiphany</H1><UL> <LI>Ben</LI> <LI>Jörn</LI> <LI>Ivan</LI> <LI>Michael</LI> <LI>Andreas</LI></UL>,[object Object],</BODY>,[object Object],5,[object Object],RDFa – 	Adding machine-readable	data to web documents,[object Object],RDF in HTMLattributes,[object Object]
HTML + RDFa,[object Object],<BODY  vocab  = “http://xmlns.com/foaf/0.1/”prefix = “dc=http://purl.org/dc/terms/”><H1 about = “#epiphany”property = “dc:title”>Epiphany</H1><UL inv = “member”> <LI typeof   = “Person” property = “name”>Ben</LI> <LI typeof   = “Person”property = “name”>Jörn</LI> <LI typeof   = “Person”property = “name”>Ivan</LI> <LI typeof   = “Person”property = “name”>Michael</LI> <LI typeof   = “Person”property = “name”>Andreas</LI></UL>,[object Object],</BODY>,[object Object],6,[object Object],RDFa – 	Adding machine-readable	data to web documents,[object Object],RDF in HTMLattributes,[object Object]
RDF,[object Object],@prefix foaf: <http://xmlns.com/foaf/0.1/>@prefix dc: <http://purl.org/dc/terms/>#epiphany	dc:title	“Epiphany” .[]		foaf:name	“Ben” ;rdf:typefoaf:Person ;foaf:member	#epiphany .[]		foaf:name	“Jörn” ;rdf:typefoaf:Person ;foaf:member	#epiphany .[]		foaf:name	“Ivan” ;rdf:typefoaf:Person ;foaf:member	#epiphany .[]		foaf:name	“Michael” ;rdf:typefoaf:Person ;foaf:member	#epiphany .[]		foaf:name	“Andreas” ;rdf:typefoaf:Person ;foaf:member	#epiphany .,[object Object],7,[object Object],RDFa – 	Adding machine-readable	data to web documents,[object Object],RDF in TURTLE notation,[object Object]
 A bridge from document to data,[object Object],8,[object Object],RDFa,[object Object],RDFa,[object Object],WWW,[object Object]
 A bridge from document to data,[object Object],9,[object Object],RDFa,[object Object],Benefits,[object Object],RDFa is easy to generate by CMS ( i.e., Drupal), and other  dynamic content  providers.,[object Object],It is easy to annotate well-structured data with RDFa,[object Object],RDFa,[object Object],WWW,[object Object],Open Problems,[object Object],How to annotate unstructured plain text content?,[object Object],How to annotate the same documentsdifferently based on different data bases?,[object Object]
 Epiphany,[object Object],10,[object Object],How to consumeLinked Data forRDFa generation,[object Object],Generate RDFa-annotated versions of web pages on-the-fly.,[object Object],For different Linked Data Models used generate different RDFa annotations.,[object Object],Create interactive  boxes filled with additional information about annotated  resources.,[object Object],Linked Data Model,[object Object],EpiphanyRDFa Generation,[object Object],Linked Data Model,[object Object],HTML+RDFa,[object Object],HTML,[object Object]
 Epiphany - Example,[object Object],11,[object Object],How to consumeLinked Data forRDFa generation,[object Object],Tim Burton is a movie maker.,[object Object],<span about=“http://dbpedia.org/resource/Tim_Burton”property=“foaf:name”>Tim Burton</span>is a movie maker.,[object Object]
 Epiphany,[object Object],12,[object Object],How to extractRDF from web pages,[object Object],Ontology-based Information Extraction,[object Object],RDFgraph,[object Object],Preprocessing,[object Object],ExtractionPipeline,[object Object],RDFgraphstore,[object Object],Cache,[object Object],HTML,[object Object],RDFaGenerator,[object Object],Linked Data Model,[object Object],HTML+RDFa,[object Object]
 Ontology-based Information  Extraction,[object Object],13,[object Object],RDF-based Information Extraction,[object Object],Ontology-based  Information Extraction Pipeline,[object Object],“Ben is member of RDFa WG.”,[object Object],Text Normalization,[object Object],“Ben”, “is”, “member”, “of”, “RDFa WG”, ”.”,[object Object],Text Segmentation,[object Object],[] foaf:name “Ben”.,[object Object],[] foaf:name  “RDFa WG” .,[object Object],Symbol Recognition,[object Object],<#me>     foaf:name “Ben”. ,[object Object],<#RDFaWG> foaf:name ”RDFa WG.”,[object Object],Instance Recognition,[object Object],<#me> foaf:member of <#RDFaWG>.,[object Object],Contextual Fact Recognition,[object Object],<#me>     foaf:name   “Ben”. ,[object Object],<#RDFaWG> foaf:name   ”RDFa WG.”,[object Object],<#me>     foaf:member <#RDFaWG>.,[object Object],RDF Generation,[object Object]
RDFa Generation,[object Object],14,[object Object],How to create semantic annotations,[object Object],requestHTML,[object Object],tidy toXHTML,[object Object],list of RDF triples with literal object values,[object Object],DOM node traversal,[object Object],am:Burtonfoaf:name  “Tim Burton”.,[object Object],am:augustrdfs:label “August”.,[object Object],am:autorfoaf:name  “Autor”.,[object Object],Am:filmfoaf:name  “Film”.,[object Object]
RDFa Generation,[object Object],15,[object Object],How to create semantic annotations,[object Object],for each text node,[object Object],around matches create html:SPANelement with RDFa attributes,[object Object],requestHTML,[object Object],tidy toXHTML,[object Object],list of RDF triples with literal object values,[object Object],DOM node traversal,[object Object],am:Burtonfoaf:name  “Tim Burton”.,[object Object],am:augustrdfs:label “August”.,[object Object],am:autorfoaf:name  “Autor”.,[object Object],Am:filmfoaf:name  “Film”.,[object Object]
RDFa Generation,[object Object],16,[object Object],How to create semantic annotations,[object Object],for each text node,[object Object],around matches create html:SPANelement with RDFa attributes,[object Object],requestHTML,[object Object],tidy toXHTML,[object Object],add link  to RDF graph to header,[object Object],list of RDF triples with literal object values,[object Object],DOM node traversal,[object Object],add js:onclick listener to elements with RDFa:about attributes,[object Object],am:Burtonfoaf:name  “Tim Burton”.,[object Object],am:augustrdfs:label “August”.,[object Object],am:autorfoaf:name  “Autor”.,[object Object],Am:filmfoaf:name  “Film”.,[object Object]
RDFa Visualization,[object Object],17,[object Object],Use RDF togenerateEpiphanies,[object Object],Browser,[object Object],Epiphany,[object Object],Linked Data,[object Object],AJAX call toInformation Provider,[object Object],onclick  event on <SPAN/> elements,[object Object],GET /resource/Tim_Burton,[object Object],HTTP 1.1 HOST: dbpedia.org,[object Object],ACCEPT: RDF,[object Object],Render RDF data inHTML  as lighting box,[object Object]
 Evaluation,[object Object],18,[object Object],ComparedEpiphany and Open Calais,[object Object],Goal: 	Epiphany is at least as good as Open Calais,[object Object],But:,[object Object]
 Evaluation,[object Object],19,[object Object],ComparedEpiphany and Open Calais,[object Object],Linked data model : 12,462 pages + RDF graphs by BBC Music Artists,[object Object],</music/artists/0383dadf-2a4e-4d10-a46a-e9e041da8eb3#artist>  rdf:typemo:MusicGroup ;,[object Object],rdf:typemo:MusicArtist ;,[object Object],foaf:name „Queen“ .,[object Object],…,[object Object],http://www.bbc.co.uk/music/artists/0383dadf-2a4e-4d10-a46a-e9e041da8eb3,[object Object],http://www.bbc.co.uk/music/artists/0383dadf-2a4e-4d10-a46a-e9e041da8eb3.rdf,[object Object]
 Evaluation – BBC Corpus,[object Object],20,[object Object],ComparedEpiphany and Open Calais,[object Object],For comparing results generated by Open Calais and Epiphany,,[object Object],we had to align Open Calais’ results to BBC’s vocabulary.,[object Object],BBC / Epiphany:,[object Object],mo:SoloMusicArtistmo:MusicGroup,[object Object],foaf:name,[object Object],Open Calais:		,[object Object],oc:Person,[object Object],oc:MusicGroup,[object Object],oc:match, oc:name,[object Object]
 Evaluation,[object Object],21,[object Object],Named Entities,[object Object],How did Open Calais and Epiphany,[object Object],retrieve  any instances with known foaf:name values?,[object Object],e.g., [] foaf:name “Queen”,[object Object]
 Evaluation,[object Object],22,[object Object],Solo MusicArtists,[object Object],mo:SoloMusicArtistwith known  foaf:name values?,[object Object],e.g., [] foaf:name “Brian May”; ,[object Object],      a mo:SoloMusicArtist.,[object Object]
 Evaluation,[object Object],23,[object Object],MusicGroups,[object Object],mo:MusicGroupwith known foaf:name values?,[object Object],e.g., [] foaf:name “Queen”; ,[object Object],      a mo:MusicGroup .,[object Object]

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