Inference-based schema discovery for RDF data.

Stéphane Lopes Versailles Saint-Quentin-en-Yvelines University, France http://www.prism.uvsq.fr/users/hal/

Redouane Bouhamoum Zoubida Kedad Stéphane Lopes Inference-based schema discovery for RDF data. 102491 2025 160 Data Knowl. Eng. https://doi.org/10.1016/j.datak.2025.102491 db/journals/dke/dke160.html#BouhamoumKL25 streams/journals/dke

Redouane Bouhamoum Zoubida Kedad Stéphane Lopes Incremental Schema Generation for Large and Evolving RDF Sources. 28-63 2022 51 Trans. Large Scale Data Knowl. Centered Syst. https://doi.org/10.1007/978-3-662-66111-6_2 db/journals/tlsdkcs/tlsdkcs51.html#BouhamoumKL22

Redouane Bouhamoum Zoubida Kedad Stéphane Lopes Incremental Schema Discovery at Scale for RDF Data. 195-211 2021 ESWC https://doi.org/10.1007/978-3-030-77385-4_12 conf/esws/2021 db/conf/esws/eswc2021.html#BouhamoumKL21

Redouane Bouhamoum Zoubida Kedad Stéphane Lopes Scalable Schema Discovery for RDF Data. 91-120 2020 journals/tlsdkcs/2020-46 46 Trans. Large Scale Data Knowl. Centered Syst. https://doi.org/10.1007/978-3-662-62386-2_4 db/journals/tlsdkcs/tlsdkcs46.html#BouhamoumKL20

Mohamad Rihany Zoubida Kedad Stéphane Lopes Theme-Based Summarization for RDF Datasets. 312-321 2020 DEXA (2) https://doi.org/10.1007/978-3-030-59051-2_21 conf/dexa/2020-2 db/conf/dexa/dexa2020-2.html#RihanyKL20 Mohamad Rihany Zoubida Kedad Stéphane Lopes A Keyword Search Approach for Semantic Web Data. 131-143 2019 NLDB https://doi.org/10.1007/978-3-030-23281-8_11 conf/nldb/2019 db/conf/nldb/nldb2019.html#RihanyKL19

Hanane Ouksili Zoubida Kedad Stéphane Lopes Sylvaine Nugier Pattern oriented RDF graphs exploration. 171-183 2018 113 Data Knowl. Eng. https://doi.org/10.1016/j.datak.2017.06.003 db/journals/dke/dke113.html#OuksiliKLN18

Redouane Bouhamoum Zoubida Kedad Stéphane Lopes Schema Discovery in Large Web Data Sources. 67-74 2018 BDCSIntell https://ceur-ws.org/Vol-2343/paper14.pdf conf/bdcsintell/2018 db/conf/bdcsintell/bdcsintell2018.html#BouhamoumKL18 Mohamad Rihany Zoubida Kedad Stéphane Lopes Keyword Search Over RDF Graphs Using WordNet. 75-82 2018 BDCSIntell https://ceur-ws.org/Vol-2343/paper15.pdf conf/bdcsintell/2018 db/conf/bdcsintell/bdcsintell2018.html#RihanyKL18 Redouane Bouhamoum Kenza Kellou-Menouer Stéphane Lopes Zoubida Kedad Scaling Up Schema Discovery for RDF Datasets. 84-89 2018 ICDE Workshops https://doi.org/10.1109/ICDEW.2018.00021 https://doi.ieeecomputersociety.org/10.1109/ICDEW.2018.00021 conf/icde/2018w db/conf/icde/icde2018w.html#BouhamoumKLK18 Hanane Ouksili Zoubida Kedad Stéphane Lopes Sylvaine Nugier Using Patterns for Keyword Search in RDF Graphs. 2017 EDBT/ICDT Workshops https://ceur-ws.org/Vol-1810/GraphQ_paper_08.pdf conf/edbt/2017w db/conf/edbt/edbtw2017.html#OuksiliKLN17 Hanane Ouksili Zoubida Kedad Stéphane Lopes Sylvaine Nugier Pattern-Based Keyword Search on RDF Data. 30-34 2016 ESWC (Satellite Events) https://doi.org/10.1007/978-3-319-47602-5_7 conf/esws/2016s db/conf/esws/eswc2016s.html#OuksiliKLN16 Mariem Brahem Stéphane Lopes Laurent Yeh Karine Zeitouni AstroSpark: towards a distributed data server for big data in astronomy. 3:1-3:4 2016 SIGSPATIAL PhD Symposium https://doi.org/10.1145/3003819.3003823 https://www.wikidata.org/entity/Q131116990 conf/gis/2016phd db/conf/gis/phd2016.html#BrahemLYZ16 Hanane Ouksili Zoubida Kedad Stéphane Lopes Sylvaine Nugier PatEx: Pattern Oriented RDF Graphs Exploration. 102-114 2016 NLDB https://doi.org/10.1007/978-3-319-41754-7_9 conf/nldb/2016 db/conf/nldb/nldb2016.html#OuksiliKLN16 Hanane Ouksili Zoubida Kedad Stéphane Lopes Theme Identification in RDF Graphs. 321-329 2014 MEDI https://doi.org/10.1007/978-3-319-11587-0_30 conf/medi/2014 db/conf/medi/medi2014.html#OuksiliKL14 Hanane Ouksili Zoubida Kedad Stéphane Lopes A Tool for Theme Identification in RDF Graphs. 262-265 2014 NLDB https://doi.org/10.1007/978-3-319-07983-7_39 conf/nldb/2014 db/conf/nldb/nldb2014.html#OuksiliKL14 Sofiane Abbar Mokrane Bouzeghoub Stéphane Lopes Introducing contexts into personalized web applications. 155-162 2010 iiWAS https://doi.org/10.1145/1967486.1967513 conf/iiwas/2010 db/conf/iiwas/iiwas2010.html#AbbarBL10

Fabien De Marchi Stéphane Lopes Jean-Marc Petit Unary and n-ary inclusion dependency discovery in relational databases. 53-73 2009 32 J. Intell. Inf. Syst. 1 https://doi.org/10.1007/s10844-007-0048-x db/journals/jiis/jiis32.html#MarchiLP09

Sofiane Abbar Mokrane Bouzeghoub Dimitre Kostadinov Stéphane Lopes A contextualization service for a Personalized Access Model. 265-270 2009 EGC conf/f-egc/2009 db/conf/f-egc/egc2009.html#AbbarBKL09 https://editions-rnti.fr/?inprocid=1000771

Dimitre Kostadinov Mokrane Bouzeghoub Stéphane Lopes Accès personnalisé à des sources de données multiples. Evaluation de deux approches de reformulation de requêtes. 59-82 2008 13 Ingénierie des Systèmes d Inf. 4 https://doi.org/10.3166/isi.13.4.59-82 db/journals/isi/isi13.html#KostadinovBL08

Sofiane Abbar Mokrane Bouzeghoub Dimitre Kostadinov Stéphane Lopes Armen Aghasaryan Stéphane Betgé-Brezetz A personalized access model: concepts and services for content delivery platforms. 41-47 2008 iiWAS https://doi.org/10.1145/1497308.1497320 conf/iiwas/2008 db/conf/iiwas/iiwas2008.html#AbbarBKLAB08 Dimitre Kostadinov Mokrane Bouzeghoub Stéphane Lopes Query Rewriting Based on User's Profile Knowledge. 2007 BDA conf/bda/2007 db/conf/bda/bda2007.html#KostadinovBL07 Dimitre Kostadinov Mokrane Bouzeghoub Stéphane Lopes Accès personnalisé à des sources de données multiples: évaluation de deux approches de reformulation de requêtes. 73-88 2007 conf/inforsid/2007 INFORSID db/conf/inforsid/inforsid2007.html#KostadinovBL07 Daniela Grigori Stéphane Lopes Benjamin Nguyen Karine Zeitouni Actes de la 2ème journée francophone sur les Entrepôts de Données et l'Analyse en ligne, EDA 2006, Versailles, France, Juin 2006 Cépaduès EDA 2006 RNTI B-2 2-85428-744-4 db/conf/eda/eda2006.html http://editions-rnti.fr/?procid=100098

Alain Casali Rosine Cicchetti Lotfi Lakhal Stéphane Lopes Couvertures parfaites des motifs fréquents. 117-138 2005 10 Ingénierie des Systèmes d Inf. 2 db/journals/isi/isi10.html#CasaliCLL05 https://doi.org/10.3166/isi.10.2.117-138

Stéphane Lopes Noël Novelli L'inférence des dépendances fonctionnelles. 161-182 2004 9 Ingénierie des Systèmes d Inf. 3-4 db/journals/isi/isi9.html#LopesN04 https://doi.org/10.3166/isi.9.3-4.161-182

Alain Casali Rosine Cicchetti Lotfi Lakhal Stéphane Lopes Motifs essentiels et inférence des fréquences. 535-554 2004 conf/bda/2004 BDA db/conf/bda/bda2004.html#CasaliCLL04 Stéphane Lopes Fabien De Marchi Jean-Marc Petit DBA Companion: A Tool for Logical Database Tuning. 859 2004 conf/icde/2004 ICDE https://doi.org/10.1109/ICDE.2004.1320087 https://doi.ieeecomputersociety.org/10.1109/ICDE.2004.1320087 db/conf/icde/icde2004.html#LopesMP04

Fabien De Marchi Stéphane Lopes Jean-Marc Petit Farouk Toumani Analysis of existing databases at the logical level: the DBA companion project. 47-52 2003 32 SIGMOD Rec. 1 https://doi.org/10.1145/640990.640997 db/journals/sigmod/sigmod32.html#MarchiLPT03

Stéphane Lopes Jean-Marc Petit Farouk Toumani Discovering interesting inclusion dependencies: application to logical database tuning. 1-19 2002 27 Inf. Syst. 1 db/journals/is/is27.html#LopesPT02 https://doi.org/10.1016/S0306-4379(01)00027-8

Stéphane Lopes Jean-Marc Petit Lotfi Lakhal Functional and approximate dependency mining: database and FCA points of view. 93-114 2002 14 J. Exp. Theor. Artif. Intell. 2-3 https://doi.org/10.1080/09528130210164143 db/journals/jetai/jetai14.html#LopesPL02

Fabien De Marchi Stéphane Lopes Jean-Marc Petit Efficient Algorithms for Mining Inclusion Dependencies. 464-476 2002 conf/edbt/2002 EDBT https://doi.org/10.1007/3-540-45876-X_30 db/conf/edbt/edbt2002.html#MarchiLP02 Fabien De Marchi Stéphane Lopes Jean-Marc Petit Samples for Understanding Data-Semantics in Relations. 565-573 2002 conf/ismis/2002 ISMIS https://doi.org/10.1007/3-540-48050-1_60 db/conf/ismis/ismis2002.html#MarchiLP02 Fabien De Marchi Stéphane Lopes Jean-Marc Petit Informative Armstrong Relations: Application to Database Analysis. 2001 conf/bda/2001 BDA db/conf/bda/bda2001.html#MarchiLP01 Stéphane Lopes Jean-Marc Petit Lotfi Lakhal A Framework for Understanding Existing Databases. 330-338 2001 conf/ideas/2001 IDEAS db/conf/ideas/ideas2001.html#LopesPL01 https://doi.org/10.1109/IDEAS.2001.938101 https://doi.ieeecomputersociety.org/10.1109/IDEAS.2001.938101 Fabien De Marchi Marlène Rivon Stéphane Lopes Jean-Marc Petit MIND : algorithme par niveaux de découverte des dépendances d'inclusion. 301-318 2001 conf/inforsid/2001 INFORSID db/conf/inforsid/inforsid2001.html#MarchiRLP01 Stéphane Lopes Jean-Marc Petit Lotfi Lakhal Discovering Agree Sets for Database Relation Analysis. 2000 conf/bda/2000 BDA db/conf/bda/bda2000.html#LopesPL00 https://doi.org/10.1007/3-540-46439-5_24 Stéphane Lopes Jean-Marc Petit Lotfi Lakhal Efficient Discovery of Functional Dependencies and Armstrong Relations. 350-364 2000 conf/edbt/2000 EDBT db/conf/edbt/edbt2000.html#LopesPL00 ... ... books/aw/AbiteboulHV95 conf/vldb/AgrawalS94 conf/kdd/BayardoA99 journals/jacm/BeeriDFS84 journals/tods/BeeriK86 ... journals/sigmod/BernsteinBCDFGGHHJLMNPSU98 conf/sigmod/ChaudhuriN98 persons/Codd71a conf/iadt/CollopyL98 journals/jcss/CosmadakisKS86 ... ... journals/jacm/Fagin82 ... conf/icde/HuhtalaKPT98 ... conf/cikm/KlemettinenMRTV94 ... ... conf/pkdd/LopesPT99 journals/jcss/MannilaR86 journals/dke/MannilaR94 books/aw/MannilaR92 journals/datamine/MannilaT97 journals/tse/MarkowitzM90 conf/icdt/PasquierBTL99 conf/icde/TaouilPBL00 ... journals/tods/Spyratos87 Stéphane Lopes Jean-Marc Petit Farouk Toumani Discovery of "Interesting" Data Dependencies from a Workload of SQL Statements. 430-435 1999 conf/pkdd/1999 PKDD db/conf/pkdd/pkdd99.html#LopesPT99 https://doi.org/10.1007/978-3-540-48247-5_54 Sofiane Abbar Armen Aghasaryan Stéphane Betgé-Brezetz Redouane Bouhamoum Mokrane Bouzeghoub Mariem Brahem Alain Casali Rosine Cicchetti Daniela Grigori Zoubida Kedad Kenza Kellou-Menouer Dimitre Kostadinov Lotfi Lakhal Fabien De Marchi Benjamin Nguyen Noël Novelli Sylvaine Nugier Hanane Ouksili Jean-Marc Petit Mohamad Rihany Marlène Rivon Farouk Toumani Laurent Yeh Karine Zeitouni