2017
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Dell’Aglio, Daniele ; Della Valle, Emanuele ; van Harmelen, Frank ; Bernstein, Abraham Stream reasoning: A survey and outlook Journal Article Data Science, 1 (1-2), pp. 59-83, 2017, ISSN: 2451-8484. Abstract | Links | BibTeX @article{DellAglioDataScience2017,
title = {Stream reasoning: A survey and outlook},
author = {Daniele {Dell’Aglio} and Emanuele {Della Valle} and Frank {van Harmelen} and Abraham Bernstein},
url = {https://dx.doi.org/10.3233/DS-170006},
doi = {10.3233/DS-170006},
issn = {2451-8484},
year = {2017},
date = {2017-12-08},
journal = {Data Science},
volume = {1},
number = {1-2},
pages = {59-83},
abstract = {Stream reasoning studies the application of inference techniques to data characterised by being highly dynamic. It can find application in several settings, from Smart Cities to Industry 4.0, from Internet of Things to Social Media analytics. This year stream reasoning turns ten, and in this article we analyse its growth. In the first part, we trace the main results obtained so far, by presenting the most prominent studies. We start by an overview of the most relevant studies developed in the context of semantic web, and then we extend the analysis to include contributions from adjacent areas, such as database and artificial intelligence. Looking at the past is useful to prepare for the future: in the second part, we present a set of open challenges and issues that stream reasoning will face in the next future.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Stream reasoning studies the application of inference techniques to data characterised by being highly dynamic. It can find application in several settings, from Smart Cities to Industry 4.0, from Internet of Things to Social Media analytics. This year stream reasoning turns ten, and in this article we analyse its growth. In the first part, we trace the main results obtained so far, by presenting the most prominent studies. We start by an overview of the most relevant studies developed in the context of semantic web, and then we extend the analysis to include contributions from adjacent areas, such as database and artificial intelligence. Looking at the past is useful to prepare for the future: in the second part, we present a set of open challenges and issues that stream reasoning will face in the next future. |
Affetti, Lorenzo; Tommasini, Riccardo ; Margara, Alessandro ; Cugola, Gianpaolo ; Della Valle, Emanuele Defining the execution semantics of stream processing engines Journal Article J. Big Data, 4 , pp. 12, 2017. BibTeX @article{DBLP:journals/jbd/Affetti0MCV17,
title = {Defining the execution semantics of stream processing engines},
author = {Lorenzo Affetti and
Riccardo Tommasini and
Alessandro Margara and
Gianpaolo Cugola and
Emanuele {Della Valle}},
year = {2017},
date = {2017-01-01},
journal = {J. Big Data},
volume = {4},
pages = {12},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2015
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Balduini, Marco; Della Valle, Emanuele ; Azzi, Matteo ; Larcher, Roberto ; Antonelli, Fabrizio ; Ciuccarelli, Paolo CitySensing: Fusing City Data for Visual Storytelling Journal Article IEEE MultiMedia, 22 (3), pp. 44–53, 2015. BibTeX @article{DBLP:journals/ieeemm/BalduiniVALAC15,
title = {CitySensing: Fusing City Data for Visual Storytelling},
author = {Marco Balduini and
Emanuele {Della Valle} and
Matteo Azzi and
Roberto Larcher and
Fabrizio Antonelli and
Paolo Ciuccarelli},
year = {2015},
date = {2015-01-01},
journal = {IEEE MultiMedia},
volume = {22},
number = {3},
pages = {44--53},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2014
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Dell'Aglio, Daniele ; Della Valle, Emanuele ; Calbimonte, Jean-Paul ; Corcho, Óscar RSP-QL Semantics: A Unifying Query Model to Explain Heterogeneity of RDF Stream Processing Systems Journal Article Int. J. Semantic Web Inf. Syst., 10 (4), pp. 17–44, 2014. BibTeX @article{DBLP:journals/ijswis/DellAglioVCC14,
title = {RSP-QL Semantics: A Unifying Query Model to Explain Heterogeneity of RDF Stream Processing Systems},
author = {Daniele {Dell'Aglio} and
Emanuele {Della Valle} and
Jean-Paul Calbimonte and
Óscar Corcho},
year = {2014},
date = {2014-01-01},
journal = {Int. J. Semantic Web Inf. Syst.},
volume = {10},
number = {4},
pages = {17--44},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Balduini, Marco; Bozzon, Alessandro ; Della Valle, Emanuele ; Huang, Yi ; Houben, Geert-Jan Recommending Venues Using Continuous Predictive Social Media Analytics Journal Article IEEE Internet Computing, 18 (5), pp. 28–35, 2014. BibTeX @article{DBLP:journals/internet/BalduiniBVHH14,
title = {Recommending Venues Using Continuous Predictive Social Media Analytics},
author = {Marco Balduini and
Alessandro Bozzon and
Emanuele {Della Valle} and
Yi Huang and
Geert-Jan Houben},
year = {2014},
date = {2014-01-01},
journal = {IEEE Internet Computing},
volume = {18},
number = {5},
pages = {28--35},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Balduini, Marco; Celino, Irene ; Dell'Aglio, Daniele ; Della Valle, Emanuele ; Huang, Yi ; Lee, Tony Kyung-il ; Kim, Seon-Ho ; Tresp, Volker Reality mining on micropost streams - Deductive and inductive reasoning for personalized and location-based recommendations Journal Article Semantic Web, 5 (5), pp. 341–356, 2014. BibTeX @article{DBLP:journals/semweb/BalduiniCDVHLKT14,
title = {Reality mining on micropost streams - Deductive and inductive reasoning for personalized and location-based recommendations},
author = {Marco Balduini and
Irene Celino and
Daniele {Dell'Aglio} and
Emanuele {Della Valle} and
Yi Huang and
Tony Kyung-il Lee and
Seon-Ho Kim and
Volker Tresp},
year = {2014},
date = {2014-01-01},
journal = {Semantic Web},
volume = {5},
number = {5},
pages = {341--356},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2013
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Della Valle, Emanuele ; Schlobach, Stefan ; Krötzsch, Markus ; Bozzon, Alessandro ; Ceri, Stefano ; Horrocks, Ian Order matters! Harnessing a world of orderings for reasoning over massive data Journal Article Semantic Web, 4 (2), pp. 219–231, 2013. BibTeX @article{DBLP:journals/semweb/ValleSKBCH13,
title = {Order matters! Harnessing a world of orderings for reasoning over massive data},
author = {Emanuele {Della Valle} and
Stefan Schlobach and
Markus Krötzsch and
Alessandro Bozzon and
Stefano Ceri and
Ian Horrocks},
year = {2013},
date = {2013-01-01},
journal = {Semantic Web},
volume = {4},
number = {2},
pages = {219--231},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Ceri, Stefano; Palpanas, Themis ; Della Valle, Emanuele ; Pedreschi, Dino ; Freytag, Johann-Christoph ; Trasarti, Roberto Towards mega-modeling: a walk through data analysis experiences Journal Article SIGMOD Record, 42 (3), pp. 19–27, 2013. BibTeX @article{DBLP:journals/sigmod/CeriPVPFT13,
title = {Towards mega-modeling: a walk through data analysis experiences},
author = {Stefano Ceri and
Themis Palpanas and
Emanuele {Della Valle} and
Dino Pedreschi and
Johann-Christoph Freytag and
Roberto Trasarti},
year = {2013},
date = {2013-01-01},
journal = {SIGMOD Record},
volume = {42},
number = {3},
pages = {19--27},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2012
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Balduini, Marco; Celino, Irene ; Dell'Aglio, Daniele ; Della Valle, Emanuele ; Huang, Yi ; Lee, Tony Kyung-il ; Kim, Seon-Ho ; Tresp, Volker BOTTARI: An augmented reality mobile application to deliver personalized and location-based recommendations by continuous analysis of social media streams Journal Article J. Web Sem., 16 , pp. 33–41, 2012. BibTeX @article{DBLP:journals/ws/BalduiniCDVHLKT12,
title = {BOTTARI: An augmented reality mobile application to deliver personalized and location-based recommendations by continuous analysis of social media streams},
author = {Marco Balduini and
Irene Celino and
Daniele {Dell'Aglio} and
Emanuele {Della Valle} and
Yi Huang and
Tony Kyung-il Lee and
Seon-Ho Kim and
Volker Tresp},
year = {2012},
date = {2012-01-01},
journal = {J. Web Sem.},
volume = {16},
pages = {33--41},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2011
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Della Valle, Emanuele ; Celino, Irene ; Dell'Aglio, Daniele ; Grothmann, Ralph ; Steinke, Florian ; Tresp, Volker Semantic Traffic-Aware Routing Using the LarKC Platform Journal Article IEEE Internet Computing, 15 (6), pp. 15–23, 2011. BibTeX @article{DBLP:journals/internet/ValleCDGST11,
title = {Semantic Traffic-Aware Routing Using the LarKC Platform},
author = {Emanuele {Della Valle} and
Irene Celino and
Daniele {Dell'Aglio} and
Ralph Grothmann and
Florian Steinke and
Volker Tresp},
year = {2011},
date = {2011-01-01},
journal = {IEEE Internet Computing},
volume = {15},
number = {6},
pages = {15--23},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2010
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Barbieri, Davide Francesco; Braga, Daniele ; Ceri, Stefano ; Della Valle, Emanuele ; Huang, Yi ; Tresp, Volker ; Rettinger, Achim ; Wermser, Hendrik Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics Journal Article IEEE Intelligent Systems, 25 (6), pp. 32–41, 2010. BibTeX @article{DBLP:journals/expert/BarbieriBCVHTRW10,
title = {Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics},
author = {Davide Francesco Barbieri and
Daniele Braga and
Stefano Ceri and
Emanuele {Della Valle} and
Yi Huang and
Volker Tresp and
Achim Rettinger and
Hendrik Wermser},
year = {2010},
date = {2010-01-01},
journal = {IEEE Intelligent Systems},
volume = {25},
number = {6},
pages = {32--41},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Barbieri, Davide Francesco; Braga, Daniele ; Ceri, Stefano ; Della Valle, Emanuele ; Grossniklaus, Michael C-SPARQL: a Continuous Query Language for RDF Data Streams Journal Article Int. J. Semantic Computing, 4 (1), pp. 3–25, 2010. BibTeX @article{DBLP:journals/ijsc/BarbieriBCVG10,
title = {C-SPARQL: a Continuous Query Language for RDF Data Streams},
author = {Davide Francesco Barbieri and
Daniele Braga and
Stefano Ceri and
Emanuele {Della Valle} and
Michael Grossniklaus},
year = {2010},
date = {2010-01-01},
journal = {Int. J. Semantic Computing},
volume = {4},
number = {1},
pages = {3--25},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Ceri, Stefano; Abid, Adnan ; Helou, Mamoun Abu ; Barbieri, Davide Francesco ; Bozzon, Alessandro ; Braga, Daniele ; Brambilla, Marco ; Campi, Alessandro ; Corcoglioniti, Francesco ; Della Valle, Emanuele ; Eynard, Davide ; Fraternali, Piero ; Grossniklaus, Michael ; Martinenghi, Davide ; Ronchi, Stefania ; Tagliasacchi, Marco ; Vadacca, Salvatore Search Computing: Managing Complex Search Queries Journal Article IEEE Internet Computing, 14 (6), pp. 14–22, 2010. BibTeX @article{DBLP:journals/internet/CeriAHBBBBCCVEFGMRTV10,
title = {Search Computing: Managing Complex Search Queries},
author = {Stefano Ceri and
Adnan Abid and
Mamoun Abu Helou and
Davide Francesco Barbieri and
Alessandro Bozzon and
Daniele Braga and
Marco Brambilla and
Alessandro Campi and
Francesco Corcoglioniti and
Emanuele {Della Valle} and
Davide Eynard and
Piero Fraternali and
Michael Grossniklaus and
Davide Martinenghi and
Stefania Ronchi and
Marco Tagliasacchi and
Salvatore Vadacca},
year = {2010},
date = {2010-01-01},
journal = {IEEE Internet Computing},
volume = {14},
number = {6},
pages = {14--22},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Barbieri, Davide Francesco; Braga, Daniele ; Ceri, Stefano ; Della Valle, Emanuele ; Grossniklaus, Michael Querying RDF streams with C-SPARQL Journal Article SIGMOD Record, 39 (1), pp. 20–26, 2010. BibTeX @article{DBLP:journals/sigmod/BarbieriBCVG10,
title = {Querying RDF streams with C-SPARQL},
author = {Davide Francesco Barbieri and
Daniele Braga and
Stefano Ceri and
Emanuele {Della Valle} and
Michael Grossniklaus},
year = {2010},
date = {2010-01-01},
journal = {SIGMOD Record},
volume = {39},
number = {1},
pages = {20--26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Della Valle, Emanuele ; Celino, Irene ; Dell'Aglio, Daniele The Experience of Realizing a Semantic Web Urban Computing Application Journal Article Trans. GIS, 14 (2), pp. 163–181, 2010. BibTeX @article{DBLP:journals/tgis/ValleCD10,
title = {The Experience of Realizing a Semantic Web Urban Computing Application},
author = {Emanuele {Della Valle} and
Irene Celino and
Daniele {Dell'Aglio}},
year = {2010},
date = {2010-01-01},
journal = {Trans. GIS},
volume = {14},
number = {2},
pages = {163--181},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2009
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Krummenacher, Reto; Simperl, Elena Paslaru Bontas ; Cerizza, Dario ; Della Valle, Emanuele ; Nixon, Lyndon J B; Foxvog, Doug Enabling the European Patient Summary through triplespaces Journal Article Computer Methods and Programs in Biomedicine, 95 (2-S1), pp. 33–43, 2009. BibTeX @article{DBLP:journals/cmpb/KrummenacherSCVNF09,
title = {Enabling the European Patient Summary through triplespaces},
author = {Reto Krummenacher and
Elena Paslaru Bontas Simperl and
Dario Cerizza and
Emanuele {Della Valle} and
Lyndon J. B. Nixon and
Doug Foxvog},
year = {2009},
date = {2009-01-01},
journal = {Computer Methods and Programs in Biomedicine},
volume = {95},
number = {2-S1},
pages = {33--43},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Della Valle, Emanuele ; Ceri, Stefano ; van Harmelen, Frank ; Fensel, Dieter It's a Streaming World! Reasoning upon Rapidly Changing Information Journal Article IEEE Intelligent Systems, 24 (6), pp. 83–89, 2009. BibTeX @article{DBLP:journals/expert/ValleCHF09,
title = {It's a Streaming World! Reasoning upon Rapidly Changing Information},
author = {Emanuele {Della Valle} and
Stefano Ceri and
Frank {van Harmelen} and
Dieter Fensel},
year = {2009},
date = {2009-01-01},
journal = {IEEE Intelligent Systems},
volume = {24},
number = {6},
pages = {83--89},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2008
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Brambilla, Marco; Ceri, Stefano ; Celino, Irene ; Cerizza, Dario ; Della Valle, Emanuele ; Facca, Federico Michele ; Turati, Andrea ; Tziviskou, Christina Experiences in the Design of Semantic Services Using Web Engineering Methods and Tools Journal Article J. Data Semantics, 11 , pp. 1–31, 2008. BibTeX @article{DBLP:journals/jods/BrambillaCCCVFTT08,
title = {Experiences in the Design of Semantic Services Using Web Engineering Methods and Tools},
author = {Marco Brambilla and
Stefano Ceri and
Irene Celino and
Dario Cerizza and
Emanuele {Della Valle} and
Federico Michele Facca and
Andrea Turati and
Christina Tziviskou},
year = {2008},
date = {2008-01-01},
journal = {J. Data Semantics},
volume = {11},
pages = {1--31},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2007
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Brambilla, Marco; Ceri, Stefano ; Facca, Federico Michele ; Celino, Irene ; Cerizza, Dario ; Della Valle, Emanuele Model-driven design and development of semantic Web service applications Journal Article ACM Trans. Internet Techn., 8 (1), pp. 3, 2007. BibTeX @article{DBLP:journals/toit/BrambillaCFCCV07,
title = {Model-driven design and development of semantic Web service applications},
author = {Marco Brambilla and
Stefano Ceri and
Federico Michele Facca and
Irene Celino and
Dario Cerizza and
Emanuele {Della Valle}},
year = {2007},
date = {2007-01-01},
journal = {ACM Trans. Internet Techn.},
volume = {8},
number = {1},
pages = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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