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		<rdfs:label><![CDATA[Tables to Linked Data]]></rdfs:label>
		<project:title><![CDATA[Tables to Linked Data]]></project:title>
		<project:description><![CDATA[Vast amounts of information is encoded in tables found in documents, on the Web, and in spreadsheets or databases. Integrating or searching over this information benefits from understanding its intended meaning and making it explicit in a semantic representation language like RDF. Most current approaches to generating Semantic Web representations from tables requires human input to create schemas and often results in graphs that do not follow best practices for linked data. Evidence for a table’s meaning can be found in its column headers, cell values, implicit relations between columns, caption and surrounding text but also requires general and domain-specific background knowledge. We describe techniques grounded in graphical models and probabilistic reasoning to infer meaning associated with a table. Using background knowledge from the Linked Open Data cloud, we jointly infer the semantics of column headers, table cell values (e.g., strings and numbers) and relations between columns and represent the inferred meaning as graph of RDF triples. A table’s meaning is thus captured by mapping columns to classes in an appropriate ontology, linking cell values to literal constants, implied measurements, or entities in the linked data cloud (existing or new) and discovering or and identifying relations between columns.]]></project:description>
		<project:startDate rdf:datatype="&xsd;dateTime">2010-09-01T00:00:00-05:00</project:startDate>
		<project:endDate rdf:datatype="&xsd;dateTime">2016-05-01T00:00:00-05:00</project:endDate>
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		<project:tag><![CDATA[entity recognition]]></project:tag>
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</assoc:person>
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				<pub:title><![CDATA[TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables]]></pub:title>
				<rdfs:label><![CDATA[TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables]]></rdfs:label>
				<pub:school><![CDATA[University of Maryland, Baltimore County]]></pub:school>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2015-01-08T00:00:00-05:00</pub:publishedOn>
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				<pub:title><![CDATA[Interpreting Medical Tables as Linked Data to Generate  Meta-Analysis Reports]]></pub:title>
				<rdfs:label><![CDATA[Interpreting Medical Tables as Linked Data to Generate  Meta-Analysis Reports]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the 15th IEEE International Conference on Information Reuse and Integration]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2014-08-13T00:00:00-05:00</pub:publishedOn>
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				</pub:firstAuthor>
			</pub:InProceedings>
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				<pub:title><![CDATA[Semantic Message Passing for Generating Linked Data from Tables]]></pub:title>
				<rdfs:label><![CDATA[Semantic Message Passing for Generating Linked Data from Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the 12th International Semantic Web Conference]]></pub:booktitle>
				<pub:publisher><![CDATA[Springer]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2013-10-21T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
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			<pub:InCollection rdf:about="http://ebiquity.umbc.edu/paper/html/id/596/A-Domain-Independent-Framework-for-Extracting-Linked-Semantic-Data-from-Tables">
				<pub:title><![CDATA[A Domain Independent Framework for Extracting Linked Semantic Data from Tables]]></pub:title>
				<rdfs:label><![CDATA[A Domain Independent Framework for Extracting Linked Semantic Data from Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Search Computing - Broadening Web Search]]></pub:booktitle>
				<pub:publisher><![CDATA[Springer]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2012-07-05T00:00:00-05:00</pub:publishedOn>
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				<pub:title><![CDATA[Automatically Generating Government Linked Data from Tables]]></pub:title>
				<rdfs:label><![CDATA[Automatically Generating Government Linked Data from Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Working notes of AAAI Fall Symposium on Open Government Knowledge: AI Opportunities and Challenges]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2011-11-04T00:00:00-05:00</pub:publishedOn>
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				<pub:title><![CDATA[DC Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables]]></pub:title>
				<rdfs:label><![CDATA[DC Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[ Proceedings of Tenth International Semantic Web Conference, Part II]]></pub:booktitle>
				<pub:publisher><![CDATA[LCNS 7032, Springer-Verlag]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2011-10-24T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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				<pub:title><![CDATA[Generating Linked Data by Inferring the Semantics of Tables]]></pub:title>
				<rdfs:label><![CDATA[Generating Linked Data by Inferring the Semantics of Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the First International Workshop on Searching and Integrating New Web Data Sources]]></pub:booktitle>
				<pub:publisher><![CDATA[CEUR-WS.org]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2011-09-03T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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				<pub:title><![CDATA[Using linked data to interpret tables]]></pub:title>
				<rdfs:label><![CDATA[Using linked data to interpret tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the the First International Workshop on Consuming Linked Data]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2010-11-08T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/502/T2LD-Interpreting-and-Representing-Tables-as-Linked-Data">
				<pub:title><![CDATA[T2LD: Interpreting and Representing Tables as Linked Data]]></pub:title>
				<rdfs:label><![CDATA[T2LD: Interpreting and Representing Tables as Linked Data]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, CEUR Workshop Proceedings]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2010-11-07T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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				<pub:title><![CDATA[T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data]]></pub:title>
				<rdfs:label><![CDATA[T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data]]></rdfs:label>
				<pub:publisher><![CDATA[UMBC]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2010-08-02T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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				<pub:title><![CDATA[Exploiting a Web of Semantic Data for Interpreting Tables]]></pub:title>
				<rdfs:label><![CDATA[Exploiting a Web of Semantic Data for Interpreting Tables]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the Second Web Science Conference]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2010-04-26T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Zareen/Syed"><person:name><![CDATA[Zareen Syed]]></person:name><rdfs:label><![CDATA[Zareen Syed]]></rdfs:label></person:Person>
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			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/414/RDF123-from-Spreadsheets-to-RDF">
				<pub:title><![CDATA[RDF123: from Spreadsheets to RDF]]></pub:title>
				<rdfs:label><![CDATA[RDF123: from Spreadsheets to RDF]]></rdfs:label>
				<pub:booktitle><![CDATA[Seventh International Semantic Web Conference]]></pub:booktitle>
				<pub:publisher><![CDATA[Springer]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2008-10-26T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Lushan/Han"><person:name><![CDATA[Lushan Han]]></person:name><rdfs:label><![CDATA[Lushan Han]]></rdfs:label></person:Person>
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			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/372/RDF123-and-Spotter-Tools-for-generating-OWL-and-RDF-for-biodiversity-data-in-spreadsheets-and-unstructured-text">
				<pub:title><![CDATA[RDF123 and Spotter: Tools for generating OWL and RDF for biodiversity data in spreadsheets and unstructured text]]></pub:title>
				<rdfs:label><![CDATA[RDF123 and Spotter: Tools for generating OWL and RDF for biodiversity data in spreadsheets and unstructured text]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of Biodiversity Information Standards Annual Conference  (TDWG 2007)]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2007-10-01T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Cynthia/Parr"><person:name><![CDATA[Cynthia Parr]]></person:name><rdfs:label><![CDATA[Cynthia Parr]]></rdfs:label></person:Person>
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				<rdfs:label><![CDATA[RDF123: a mechanism to transform spreadsheets to RDF]]></rdfs:label>
				<pub:institution><![CDATA[University of Maryland, Baltimore County]]></pub:institution>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2007-08-17T00:00:00-05:00</pub:publishedOn>
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