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	<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/769/Advanced-Large-Scale-Cross-Domain-Temporal-Topic-Modeling-Algorithms-to-Infer-the-Influence-of-Recent-Research-on-IPCC-Assessment-Reports">
		<rdfs:label><![CDATA[Advanced Large Scale Cross Domain Temporal Topic Modeling Algorithms to Infer the Influence of Recent Research on IPCC Assessment Reports]]></rdfs:label>
		<pub:title><![CDATA[Advanced Large Scale Cross Domain Temporal Topic Modeling Algorithms to Infer the Influence of Recent Research on IPCC Assessment Reports]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2016-12-12T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[One way of understanding the evolution of science within a particular scientific discipline is by studying the temporal influences that research publications had on that discipline. We provide a methodology for conducting such an analysis by employing cross-domain topic modeling and local cluster mappings of those publications with the historical texts to understand exactly when and how they influenced the discipline. We apply our method to the Intergovernmental Panel on Climate Change (IPCC) Assessment Reports and the citations therein. The IPCC reports were compiled by thousands of Earth scientists and the assessments were issued approximately every five years over a 30 year span, and includes over 200,000 research papers cited by these scientists.]]></pub:abstract>
		<pub:note><![CDATA[(poster)]]></pub:note>
		<pub:counter>1941</pub:counter>
		<pub:tag><![CDATA[big data]]></pub:tag>
		<pub:tag><![CDATA[climate change]]></pub:tag>
		<pub:tag><![CDATA[text analytics]]></pub:tag>
		<pub:booktitle><![CDATA[American Geophysical Union Fall Meeting 2016]]></pub:booktitle>
		<pub:publisher><![CDATA[American Geophysical Union]]></pub:publisher>
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					<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Tim/Finin"><person:name><![CDATA[Tim Finin]]></person:name><rdfs:label><![CDATA[Tim Finin]]></rdfs:label></person:Person>
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							<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Mark/Cane"><person:name><![CDATA[Mark Cane]]></person:name><rdfs:label><![CDATA[Mark Cane]]></rdfs:label></person:Person>
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									<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Jennifer/Sleeman"><person:name><![CDATA[Jennifer Sleeman]]></person:name><rdfs:label><![CDATA[Jennifer Sleeman]]></rdfs:label></person:Person>
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											<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Milton/Halem"><person:name><![CDATA[Milton Halem]]></person:name><rdfs:label><![CDATA[Milton Halem]]></rdfs:label></person:Person>
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<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Tim/Finin"><person:name><![CDATA[Tim Finin]]></person:name><rdfs:label><![CDATA[Tim Finin]]></rdfs:label></person:Person>
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		<pub:relatedProject><project:PastProject rdf:about="http://ebiquity.umbc.edu/project/html/id/108/Modelling-the-evolution-of-climate-change-research"><project:title><![CDATA[Modelling the evolution of climate change research]]></project:title><rdfs:label><![CDATA[Modelling the evolution of climate change research]]></rdfs:label></project:PastProject></pub:relatedProject>
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			<pub:softCopyURI><![CDATA[http://ebiquity.umbc.edu/get/a/publication/839.pdf]]></pub:softCopyURI>
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