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			</style>[an error occurred while processing this directive]<div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/research/">Research</a></li><li><a href="/research/ai_ml/">Artificial Intelligence and Machine Learning</a></li><li><a href="/research/ai_ml/projects.html">projects</a></li><li><a href="/projects/PRODIMA/">PRODIMA</a></li><li class="active">Publications</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent"><!-- CONTENT (Column 2) --><div class="page-title"><h1>PRODIMA: Publications
</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/projects/publications/date/PRODIMA.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By date</a><a href="/projects/publications/title/PRODIMA.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By title</a><a href="/projects/publications/type/PRODIMA.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-sort-by-attributes"></span> By type</a><a href="/projects/publications/bibtex/PRODIMA.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><h2>
      Books
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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				[1] 
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	<p class="publicationTitle"> <strong>
            Focused Issue on Semantic Digital Archives </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Risse&#x201a; Livia Predoiu&#x201a; Annett Mitschick&#x201a; Andreas N&#xfc;rnberger and Seamus Ross, editors  </em> </p>
	
	<p class="publicationDetails"> 
            Vol. 15
                of International Journal on Digital Libraries.
        
            No. 2&#x2212;4.
        Springer.
        2015.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication9447-abstract.html">
			Details <span class="sr-only" > about <em> Focused Issue on Semantic Digital Archives  </em></span> </a> |
			<a href="/publications/publication9447.bib">
			BibTeX  <span class="sr-only" > data for <em> Focused Issue on Semantic Digital Archives  </em></span>   </a>
			
			
					| <a href="http://link.springer.com/journal/799/15/2/page/1"> Link <span class="sr-only" > to <em> Focused Issue on Semantic Digital Archives  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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				[2] 
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		>
			
	
	<p class="publicationTitle"> <strong>
            Proceedings of the 4th International Workshop on Semantic Digital Archives&#x201a; SDA 2014&#x201a; London&#x201a; UK&#x201a; September 12&#x201a; 2014 </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Risse&#x201a; Livia Predoiu&#x201a; Andreas N&#xfc;rnberger and Seamus Ross, editors  </em> </p>
	
	<p class="publicationDetails"> 
            Vol. 1306
                of CEUR Workshop Proceedings.
        CEUR&#x2212;WS.org.
        2014.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication9130-abstract.html">
			Details <span class="sr-only" > about <em> Proceedings of the 4th International Workshop on Semantic Digital Archives&#x201a; SDA 2014&#x201a; London&#x201a; UK&#x201a; September 12&#x201a; 2014  </em></span> </a> |
			<a href="/publications/publication9130.bib">
			BibTeX  <span class="sr-only" > data for <em> Proceedings of the 4th International Workshop on Semantic Digital Archives&#x201a; SDA 2014&#x201a; London&#x201a; UK&#x201a; September 12&#x201a; 2014  </em></span>   </a>
			
			
					| <a href="http://ceur-ws.org/Vol-1306/"> Link <span class="sr-only" > to <em> Proceedings of the 4th International Workshop on Semantic Digital Archives&#x201a; SDA 2014&#x201a; London&#x201a; UK&#x201a; September 12&#x201a; 2014  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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				[3] 
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	<p class="publicationTitle"> <strong>
            Proceedings of the 3rd International Workshop on Semantic Digital Archives&#x201a; SDA 2013&#x201a; Valetta&#x201a; Malta&#x201a; September 26&#x201a; 2013 </strong> </p>
	    <p class="publicationAuthors"> <em> Livia Predoiu&#x201a; Annett Mitschick&#x201a; Andreas N&#xfc;rnberger&#x201a; Thomas Risse and Seamus Ross, editors  </em> </p>
	
	<p class="publicationDetails"> 
            Vol. 1091
                of CEUR Workshop Proceedings.
        CEUR&#x2212;WS.org.
        2013.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication9132-abstract.html">
			Details <span class="sr-only" > about <em> Proceedings of the 3rd International Workshop on Semantic Digital Archives&#x201a; SDA 2013&#x201a; Valetta&#x201a; Malta&#x201a; September 26&#x201a; 2013  </em></span> </a> |
			<a href="/publications/publication9132.bib">
			BibTeX  <span class="sr-only" > data for <em> Proceedings of the 3rd International Workshop on Semantic Digital Archives&#x201a; SDA 2013&#x201a; Valetta&#x201a; Malta&#x201a; September 26&#x201a; 2013  </em></span>   </a>
			
			
					| <a href="http://ceur-ws.org/Vol-1091/"> Link <span class="sr-only" > to <em> Proceedings of the 3rd International Workshop on Semantic Digital Archives&#x201a; SDA 2013&#x201a; Valetta&#x201a; Malta&#x201a; September 26&#x201a; 2013  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li></ul><h2>
      Book chapters
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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				[1] 
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	<p class="publicationTitle"> <strong>
            Ranking Answers to Datalog+&#x2044;&#x2212; Ontologies based on Trust and Reliability of Subjective Reports </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Cristian Molinaro&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Christoph Beierle&#x201a; Gerhard Brewka and Matthias Thimm:, editors,
             
            <em>
            Computational Models of Rationality: Essays Dedicated to Gabriele Kern&#x2212;Isberner on the Occasion of Her 60th Birthday</em>.
        
            Vol. 29
                of Tributes.
        
                Pages 175&#x2212;192.
            College Publications.
        January,
            2016.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication10367-abstract.html">
			Details <span class="sr-only" > about <em> Ranking Answers to Datalog+&#x2044;&#x2212; Ontologies based on Trust and Reliability of Subjective Reports  </em></span> </a> |
			<a href="/publications/publication10367.bib">
			BibTeX  <span class="sr-only" > data for <em> Ranking Answers to Datalog+&#x2044;&#x2212; Ontologies based on Trust and Reliability of Subjective Reports  </em></span>   </a>
			
			
		
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				[2] 
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		>
			
	
	<p class="publicationTitle"> <strong>
            Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+&#x2044;&#x2212; </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Livia Predoiu and Gerardo Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Fernando Bobillo&#x201a; Rommel Carvalho&#x201a; Paulo C. G. Costa&#x201a; Claudia d'Amato&#x201a; Nicola Fanizzi&#x201a; Kathryn B. Laskey&#x201a; Kenneth J. Laskey&#x201a; Thomas Lukasiewicz&#x201a; Matthias Nickles and Michael Pool, editors,
             
            <em>
            Uncertainty Reasoning for the Semantic Web III&#x201a; International Workshops URSW 2011&#x2212;2013&#x201a; Held at ISWC&#x201a; Revised Selected Papers</em>.
        
            Vol. 8816
                of Lecture Notes in Computer Science.
        
                Pages 41&#x2212;62.
            Springer.
        2014.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication8910-abstract.html">
			Details <span class="sr-only" > about <em> Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+&#x2044;&#x2212;  </em></span> </a> |
			<a href="/publications/publication8910.bib">
			BibTeX  <span class="sr-only" > data for <em> Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+&#x2044;&#x2212;  </em></span>   </a>
			
			
					| <a href="http://dx.doi.org/10.1007/978-3-319-13413-0_3"> Link <span class="sr-only" > to <em> Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+&#x2044;&#x2212;  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li></ul><h2>
      Journal papers
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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				[1] 
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	<p class="publicationTitle"> <strong>
            Introduction to the focussed issue on Semantic Digital Archives </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Risse&#x201a; Livia Predoiu&#x201a; Annett Mitschick&#x201a; Andreas N&#xfc;rnberger and Seamus Ross  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>International Journal on Digital Libraries</em>.
        
            Vol. 15.
        
            No. 2&#x2212;4.
        
                Pages 71&#x2212;72.
            March,
            2015.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication9445-abstract.html">
			Details <span class="sr-only" > about <em> Introduction to the focussed issue on Semantic Digital Archives  </em></span> </a> |
			<a href="/publications/publication9445.bib">
			BibTeX  <span class="sr-only" > data for <em> Introduction to the focussed issue on Semantic Digital Archives  </em></span>   </a>
			
			
					| <a href="http://link.springer.com/article/10.1007/s00799-015-0148-0"> Link <span class="sr-only" > to <em> Introduction to the focussed issue on Semantic Digital Archives  </em></span> </a>
  				
		
		</div> 
	</div> 
	
        </li></ul><h2>
      Conference papers
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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	<p class="publicationTitle"> <strong>
            Generalized Consistent Query Answering under Existential Rules </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Eiter&#x201a; Thomas Lukasiewicz and Livia Predoiu  </em> </p>
	
	<p class="publicationDetails"> 
            In James P. Delgrande and Frank Wolter, editors,
             
            <em>
            Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning&#x201a; KR 2016&#x201a; Cape Town&#x201a; South Africa&#x201a; April 25&#x2212;29&#x201a; 2016</em>.
        
                Pages 359&#x2212;368.
            AAAI Press.
        April,
            2016.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication10265-abstract.html">
			Details <span class="sr-only" > about <em> Generalized Consistent Query Answering under Existential Rules  </em></span> </a> |
			<a href="/publications/publication10265.bib">
			BibTeX  <span class="sr-only" > data for <em> Generalized Consistent Query Answering under Existential Rules  </em></span>   </a>
			
			
					| <a href="http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12888"> Link <span class="sr-only" > to <em> Generalized Consistent Query Answering under Existential Rules  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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				[2] 
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	<p class="publicationTitle"> <strong>
            Basic Probabilistic Ontological Data Exchange with Existential Rules </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Dale Schuurmans and Michael Wellman, editors,
             
            <em>
            Proceedings of the 30th National Conference on Artificial Intelligence&#x201a; AAAI 2016&#x201a; Phoenix&#x201a; Arizona&#x201a; USA&#x201a; February 12&#x2013;17&#x201a; 2016</em>.
        
                Pages 1023&#x2212;1029.
            AAAI Press.
        February,
            2016.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication10148-abstract.html">
			Details <span class="sr-only" > about <em> Basic Probabilistic Ontological Data Exchange with Existential Rules  </em></span> </a> |
			<a href="/publications/publication10148.bib">
			BibTeX  <span class="sr-only" > data for <em> Basic Probabilistic Ontological Data Exchange with Existential Rules  </em></span>   </a>
			
			
					| <a href="http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12243"> Link <span class="sr-only" > to <em> Basic Probabilistic Ontological Data Exchange with Existential Rules  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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				[3] 
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	<p class="publicationTitle"> <strong>
            Probabilistic Ontological Data Exchange with Bayesian Networks </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Fernando Bobillo&#x201a; Rommel N. Carvalho&#x201a; Davide Ceolin&#x201a; Paulo Cesar G. da Costa&#x201a; Claudia d'Amato&#x201a; Nicola Fanizzi&#x201a; Kathryn B. Laskey&#x201a; Kenneth J. Laskey&#x201a; Thomas Lukasiewicz&#x201a; Trevor P. Martin&#x201a; Matthias Nickles and Michael Pool, editors,
             
            <em>
            Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web&#x201a; URSW 2015&#x201a; Bethlehem&#x201a; USA&#x201a; October 12&#x201a; 2015</em>.
        
            Vol. 1479
                of CEUR Workshop Proceedings.
        
                Pages 38&#x2212;49.
            CEUR&#x2212;WS.org.
        2015.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication10085-abstract.html">
			Details <span class="sr-only" > about <em> Probabilistic Ontological Data Exchange with Bayesian Networks  </em></span> </a> |
			<a href="/publications/publication10085.bib">
			BibTeX  <span class="sr-only" > data for <em> Probabilistic Ontological Data Exchange with Bayesian Networks  </em></span>   </a>
			
			
					| <a href="http://ceur-ws.org/Vol-1479/paper4.pdf"> Download (pdf)  <span class="sr-only" > of <em> Probabilistic Ontological Data Exchange with Bayesian Networks  </em></span>   </a>
  				
		
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	</div> 
	
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	<p class="publicationTitle"> <strong>
            Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Nick Bassiliades&#x201a; Georg Gottlob and Fariba Sadri, editors,
             
            <em>
            Proceedings of the 9th International Web Rule Symposium&#x201a; RuleML 2015&#x201a; Berlin&#x201a; Germany&#x201a; August 2&#x2212;5&#x201a; 2015.</em>.
        
            Vol. 9202
                of Lecture Notes in Computer Science.
        
                Pages 294&#x2212;310.
            Springer.
        2015.
        </p> <p
            class="publicationNote"> <font color="red">RuleML 2015 Best Paper Award</font></p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication9609-abstract.html">
			Details <span class="sr-only" > about <em> Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange  </em></span> </a> |
			<a href="/publications/publication9609.bib">
			BibTeX  <span class="sr-only" > data for <em> Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange  </em></span>   </a>
			
			
					| <a href="http://dx.doi.org/10.1007/978-3-319-21542-6_19"> Link <span class="sr-only" > to <em> Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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				[5] 
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	<p class="publicationTitle"> <strong>
            Answering Ontological Ranking Queries Based on Subjective Reports </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Cristian Molinaro&#x201a; Livia Predoiu and Gerardo Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Thomas Lukasiewicz&#x201a; Rafael Pe&#xf1;aloza and Anni&#x2212;Yasmin Turhan, editors,
             
            <em>
            Proceedings of the 1st Workshop on Logics for Reasoning about Preferences&#x201a; Uncertainty&#x201a; and Vagueness&#x201a; PRUV 2014&#x201a; Vienna&#x201a; Austria&#x201a; July 23&#x2212;24&#x201a; 2014</em>.
        
            Vol. 1205
                of CEUR Workshop Proceedings.
        
                Pages 127&#x2212;140.
            CEUR&#x2212;WS.org.
        2014.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication8899-abstract.html">
			Details <span class="sr-only" > about <em> Answering Ontological Ranking Queries Based on Subjective Reports  </em></span> </a> |
			<a href="/publications/publication8899.bib">
			BibTeX  <span class="sr-only" > data for <em> Answering Ontological Ranking Queries Based on Subjective Reports  </em></span>   </a>
			
			
					| <a href="http://ceur-ws.org/Vol-1205/00010127.pdf"> Download (pdf)  <span class="sr-only" > of <em> Answering Ontological Ranking Queries Based on Subjective Reports  </em></span>   </a>
  				
		
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	</div> 
	
        </li><li>
	
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	<p class="publicationTitle"> <strong>
            Answering Ontological Ranking Queries based on Subjective Reports </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Cristian Molinaro&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            In Umberto Straccia and Andrea Cal&#xec;, editors,
             
            <em>
            Proceedings of the 8th International Conference on Scalable Uncertainty Management&#x201a; SUM 2014&#x201a; Oxford&#x201a; UK&#x201a; September 15&#x2212;17&#x201a; 2014</em>.
        
            Vol. 8720
                of Lecture Notes in Computer Science.
        
                Pages 223&#x2212;236.
            Springer.
        2014.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication8810-abstract.html">
			Details <span class="sr-only" > about <em> Answering Ontological Ranking Queries based on Subjective Reports  </em></span> </a> |
			<a href="/publications/publication8810.bib">
			BibTeX  <span class="sr-only" > data for <em> Answering Ontological Ranking Queries based on Subjective Reports  </em></span>   </a>
			
			
					| <a href="http://dx.doi.org/10.1007/978-3-319-11508-5_19"> Link <span class="sr-only" > to <em> Answering Ontological Ranking Queries based on Subjective Reports  </em></span> </a>
  				
		
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	</div> 
	
        </li><li>
	
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	<p class="publicationTitle"> <strong>
            Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+&#x2044;&#x2212; </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz and Livia Predoiu  </em> </p>
	
	<p class="publicationDetails"> 
            In Fernando Bobillo&#x201a; Rommel N. Carvalho&#x201a; Paulo Cesar G. da Costa&#x201a; Claudia d'Amato&#x201a; Nicola Fanizzi&#x201a; Kathryn B. Laskey&#x201a; Kenneth J. Laskey&#x201a; Thomas Lukasiewicz&#x201a; Trevor Martin&#x201a; Matthias Nickles and Michael Pool, editors,
             
            <em>
            Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web&#x201a; URSW 2013&#x201a; Sydney&#x201a; Australia&#x201a; October 21&#x201a; 2013</em>.
        
            Vol. 1073
                of CEUR Workshop Proceedings.
        
                Pages 3&#x2212;14.
            CEUR&#x2212;WS.org.
        2013.
        </p>
	
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      Technical reports
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	<p class="publicationTitle"> <strong>
            Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/ </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 
            No. RR&#x2212;15&#x2212;01.
        DCS.
        2015.
        </p>
	
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	<p class="publicationTitle"> <strong>
            Top&#x2212;k Query Answering in Datalog+/ Ontologies under Subjective Reports </strong> </p>
	    <p class="publicationAuthors"> <em> Thomas Lukasiewicz&#x201a; Maria Vanina Martinez&#x201a; Cristian Molinaro&#x201a; Livia Predoiu and Gerardo I. Simari  </em> </p>
	
	<p class="publicationDetails"> 2013.
        </p>
	
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