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	<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/943/Knowledge-Graph-Inference-using-Tensor-Embedding">
		<rdfs:label><![CDATA[Knowledge Graph Inference using Tensor Embedding]]></rdfs:label>
		<pub:title><![CDATA[Knowledge Graph Inference using Tensor Embedding]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2020-09-12T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Axiom based inference provides a  clear and consistent way of reasoning to add more information to a knowledge graph.  However, constructing a set of axioms is expensive and requires domain expertise, time, and money.  It is also difficult to reuse or adapt a set of axioms to a knowledge graph in a new domain or even in the same domain but using a slightly different representation approach. This work makes three main contributions,  it (1) provides a family of representation learning algorithms and an extensive analysis on eight datasets; (2) yields better results than existing tensor and neural models; and (3) includes a provably convergent factorization algorithm.]]></pub:abstract>
		<pub:note><![CDATA[Recently Published Research Track


<img src="https://i.imgur.com/WO8dI8m.png" style='height: 80%; width: 80%; object-fit: contain; display: block; margin-left: auto; margin-right: auto;'>

https://i.imgur.com/WO8dI8m.png]]></pub:note>
		<pub:organization><![CDATA[AAAI]]></pub:organization>
		<pub:counter>757</pub:counter>
		<pub:tag><![CDATA[ai]]></pub:tag>
		<pub:tag><![CDATA[graph embeddings]]></pub:tag>
		<pub:tag><![CDATA[knowledge graph]]></pub:tag>
		<pub:tag><![CDATA[relation inference]]></pub:tag>
		<pub:tag><![CDATA[tensor]]></pub:tag>
		<pub:tag><![CDATA[tensor decomposition]]></pub:tag>
		<pub:booktitle><![CDATA[17th International Conference on Principles of Knowledge Representation and Reasoning]]></pub:booktitle>
		<pub:publisher><![CDATA[AAAI Press]]></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/Kostantinos/Kalpakis"><person:name><![CDATA[Kostantinos Kalpakis]]></person:name><rdfs:label><![CDATA[Kostantinos Kalpakis]]></rdfs:label></person:Person>
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											<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Francis/Ferraro"><person:name><![CDATA[Francis Ferraro]]></person:name><rdfs:label><![CDATA[Francis Ferraro]]></rdfs:label></person:Person>
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