Distributed Analytics

@inproceedings{DBLP:conf/semco/DraschnerLJ21,

title = {DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs},

author = {Carsten Felix Draschner and Jens Lehmann and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2021/icsc_distsim.pdf},

doi = {10.1109/ICSC50631.2021.00062},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {15th IEEE International Conference on Semantic Computing, ICSC 

 2021, Laguna Hills, CA, USA, January 27-29, 2021},

pages = {333--336},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ic3k/MohamedF0J21,

title = {A Scalable Approach for Distributed Reasoning over Large-scale OWL  Datasets},

author = {Heba Mohamed and 

 Said Fathalla and 

 Jens Lehmann and 

 Hajira Jabeen},

url = {https://jens-lehmann.org/files/2021/keod_dist_reasoning.pdf},

doi = {10.5220/0010656800003064},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the 13th International Joint Conference on Knowledge 

 Discovery, Knowledge Engineering and Knowledge Management, IC3K 

 2021, Volume 2: KEOD, Online Streaming, October 25-27, 2021},

pages = {51--60},

publisher = {SCITEPRESS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cikm/DraschnerSM0J21,

title = {DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines  for RDF Knowledge Graphs},

author = {Carsten Felix Draschner and 

 Claus Stadler and 

 Farshad Bakhshandegan Moghaddam and 

 Jens Lehmann and 

 Hajira Jabeen},

url = {https://jens-lehmann.org/files/2021/cikm_distrdf2ml.pdf},

doi = {10.1145/3459637.3481999},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {CIKM '21: The 30th ACM International Conference on Information 

 and Knowledge Management, Virtual Event, Queensland, Australia, November 

 1 - 5, 2021},

pages = {4465--4474},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/MoghaddamDLJ21,

title = {Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor},

author = {Farshad Bakhshandegan Moghaddam and 

 Carsten Draschner and 

 Jens Lehmann and 

 Hajira Jabeen},

url = {https://jens-lehmann.org/files/2021/semantics_literal2feature.pdf},

doi = {10.3233/SSW210036},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Further with Knowledge Graphs - Proceedings of the 17th International 

 Conference on Semantic Systems, SEMANTiCS, Amsterdam, The Netherlands, 

 September 6-9, 2021},

volume = {53},

pages = {74--88},

publisher = {IOS Press},

series = {Studies on the Semantic Web},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ic3k/MohamedF0J20,

title = {A Distributed Approach for Parsing Large-scale OWL Datasets},

author = {Heba Mohamed and Said Fathalla and Jens Lehmann and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2020/keod_owl_parser.pdf},

doi = {10.5220/0010138602270234},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {Proceedings of the 12th International Joint Conference on Knowledge 

 Discovery, Knowledge Engineering and Knowledge Management, IC3K 

 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020},

pages = {227--234},

publisher = {SCITEPRESS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/webi/MohamedF0J20,

title = {OWLStats: Distributed Computation of OWL Dataset Statistics},

author = {Heba Mohamed and Said Fathalla and Jens Lehmann and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2020/wi_iat_owlstats.pdf},

doi = {10.1109/WIIAT50758.2020.00055},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {IEEE/WIC/ACM International Joint Conference on Web Intelligence 

 and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, 

 December 14-17, 2020},

pages = {381--386},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/DadwalGSJ019,

title = {Clustering Pipelines of Large RDF POI Data},

author = {Rajjat Dadwal and Damien Graux and Gezim Sejdiu and Hajira Jabeen and Jens Lehmann},

url = {https://jens-lehmann.org/files/2019/eswc_pd_poi_clustering.pdf},

doi = {10.1007/978-3-030-32327-1_5},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite 

 Events, Portoro\v{z}, Slovenia, June 2-6, 2019, Revised Selected 

 Papers},

volume = {11762},

pages = {24--27},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/SejdiuGKLJ019,

title = {Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation},

author = {Gezim Sejdiu and Damien Graux and Imran Khan and Ioanna Lytra and Hajira Jabeen and Jens Lehmann},

url = {https://jens-lehmann.org/files/2019/semantics_dist_sparql.pdf},

doi = {10.1007/978-3-030-33220-4_22},

year  = {2019},

date = {2019-01-01},

booktitle = {Semantic Systems. The Power of AI and Knowledge Graphs - 15th International 

 Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, 

 Proceedings},

volume = {11702},

pages = {295--309},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/SuiSG019,

title = {The Hubs and Authorities Transaction Network Analysis using the SANSA framework},

author = {Danning Sui and Gezim Sejdiu and Damien Graux and Jens Lehmann},

url = {http://ceur-ws.org/Vol-2451/paper-25.pdf 

https://jens-lehmann.org/files/2019/semantics_pd_sansa_blockchain.pdf},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the Posters and Demo Track of the 15th International 

 Conference on Semantic Systems co-located with 15th International 

 Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, 

 September 9th - to - 12th, 2019},

volume = {2451},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/SejdiuR0J19,

title = {A Scalable Framework for Quality Assessment of RDF Datasets},

author = {Gezim Sejdiu and Anisa Rula and Jens Lehmann and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2019/iswc_dist_quality_assessment.pdf},

doi = {10.1007/978-3-030-30796-7_17},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

 Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II},

volume = {11779},

pages = {261--276},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/StadlerSG019a,

title = {Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets},

author = {Claus Stadler and Gezim Sejdiu and Damien Graux and Jens Lehmann},

url = {https://jens-lehmann.org/files/2019/iswc_sparklify.pdf},

doi = {10.1007/978-3-030-30796-7_19},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

 Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II},

volume = {11779},

pages = {293--308},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/StadlerSG019,

title = {Querying Large-scale RDF Datasets Using the SANSA Framework},

author = {Claus Stadler and Gezim Sejdiu and Damien Graux and Jens Lehmann},

url = {http://ceur-ws.org/Vol-2456/paper74.pdf 

https://jens-lehmann.org/files/2019/iswc_pd_sansa_sparklify.pdf},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 

 Industry, and Outrageous Ideas) co-located with 18th International 

 Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 

 26-30, 2019},

volume = {2456},

pages = {285--288},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icic/MaqboolR0J19,

title = {Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)},

author = {Fahad Maqbool and Saad Razzaq and Jens Lehmann and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2019/icic_sga.pdf},

doi = {10.1007/978-3-030-26763-6_41},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {Intelligent Computing Theories and Application - 15th International 

 Conference, ICIC 2019, Nanchang, China, August 3-6, 2019, Proceedings, 

 Part I},

volume = {11643},

pages = {424--435},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/MamiGSJA019a,

title = {Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources},

author = {Mohamed Nadjib Mami and Damien Graux and Simon Scerri and Hajira Jabeen and S\"{o}ren Auer and Jens Lehmann},

url = {https://jens-lehmann.org/files/2019/iswc_squerall.pdf},

doi = {10.1007/978-3-030-30796-7_15},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

 Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II},

volume = {11779},

pages = {229--245},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iiwas/MamiGSJAL19,

title = {Uniform Access to Multiform Data Lakes using Semantic Technologies},

author = {Mohamed Nadjib Mami and Damien Graux and Simon Scerri and Hajira Jabeen and S\"{o}ren Auer and Jens Lehmann},

url = {https://jens-lehmann.org/files/2019/iiwas_squerall.pdf},

doi = {10.1145/3366030.3366054},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {Proceedings of the 21st International Conference on Information Integration 

 and Web-based Applications & Services, iiWAS 2019, Munich, Germany, 

 December 2-4, 2019},

pages = {313--322},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ekaw/JabeenDSL18,

title = {Divided We Stand Out! Forging Cohorts fOr Numeric Outlier Detection in Large Scale Knowledge Graphs (CONOD)},

author = {Hajira Jabeen and Rajjat Dadwal and Gezim Sejdiu and Jens Lehmann},

url = {https://jens-lehmann.org/files/2018/ekaw_conod.pdf},

doi = {10.1007/978-3-030-03667-6_34},

year  = {2018},

date = {2018-01-01},

booktitle = {Knowledge Engineering and Knowledge Management - 21st International 

 Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings},

volume = {11313},

pages = {534--548},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/GrauxSJLSMP18,

title = {Profiting from Kitties on Ethereum: Leveraging Blockchain RDF with SANSA},

author = {Damien Graux and Gezim Sejdiu and Hajira Jabeen and Jens Lehmann and Danning Sui and Dominik Muhs and Johannes Pfeffer},

url = {http://ceur-ws.org/Vol-2198/paper_124.pdf 

https://jens-lehmann.org/files/2018/semantics_ethereum_pd.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the Posters and Demos Track of the 14th International 

 Conference on Semantic Systems co-located with the 14th International 

 Conference on Semantic Systems (SEMANTiCS 2018), Vienna, Austria, 

 September 10-13, 2018},

volume = {2198},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/WestphalFKL18,

title = {SPIRIT: A Semantic Transparency and Compliance Stack},

author = {Patrick Westphal and Javier D. Fern\'{a}ndez and Sabrina Kirrane and Jens Lehmann},

url = {http://ceur-ws.org/Vol-2198/paper_119.pdf 

https://jens-lehmann.org/files/2018/semantics_spirit_pd.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the Posters and Demos Track of the 14th International 

 Conference on Semantic Systems co-located with the 14th International 

 Conference on Semantic Systems (SEMANTiCS 2018), Vienna, Austria, 

 September 10-13, 2018},

volume = {2198},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/SejdiuELM18,

title = {DistLODStats: Distributed Computation of RDF Dataset Statistics},

author = {Gezim Sejdiu and Ivan Ermilov and Jens Lehmann and Mohamed Nadjib Mami},

url = {https://jens-lehmann.org/files/2018/iswc_distlodstats.pdf},

doi = {10.1007/978-3-030-00668-6_13},

year  = {2018},

date = {2018-01-01},

booktitle = {The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, 

 Monterey, CA, USA, October 8-12, 2018, Proceedings, Part II},

volume = {11137},

pages = {206--222},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/SejdiuEML18,

title = {STATisfy Me: What Are My Stats?},

author = {Gezim Sejdiu and Ivan Ermilov and Mohamed Nadjib Mami and Jens Lehmann},

url = {http://ceur-ws.org/Vol-2180/paper-58.pdf 

https://jens-lehmann.org/files/2018/iswc_statisfy_pd.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the ISWC 2018 Posters & Demonstrations, Industry 

 and Blue Sky Ideas Tracks co-located with 17th International Semantic 

 Web Conference (ISWC 2018), Monterey, USA, October 8th - to - 12th, 

 2018},

volume = {2180},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/edbt/JabeenASVEMLA17,

title = {Big Data Europe},

author = {Hajira Jabeen and Phil Archer and Simon Scerri and Aad Versteden and Ivan Ermilov and Giannis Mouchakis and Jens Lehmann and S\"{o}ren Auer},

url = {http://ceur-ws.org/Vol-1810/EuroPro_paper_05.pdf 

https://jens-lehmann.org/files/2017/edbt_bde.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference 

 (EDBT/ICDT 2017), Venice, Italy, March 21-24, 2017},

volume = {1810},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icwe/AuerSVPCKLJESIA17,

title = {The BigDataEurope Platform - Supporting the Variety Dimension of Big Data},

author = {S\"{o}ren Auer and Simon Scerri and Aad Versteden and Erika Pauwels and Angelos Charalambidis and Stasinos Konstantopoulos and Jens Lehmann and Hajira Jabeen and Ivan Ermilov and Gezim Sejdiu and Andreas Ikonomopoulos and Spyros Andronopoulos and Mandy Vlachogiannis and Charalambos Pappas and Athanasios Davettas and Iraklis A. Klampanos and Efstathios Grigoropoulos and Vangelis Karkaletsis and Victor de Boer and Ronald Siebes and Mohamed Nadjib Mami and Sergio Albani and Michele Lazzarini and Paulo Nunes and Emanuele Angiuli and Nikiforos Pittaras and George Giannakopoulos and Giorgos Argyriou and George Stamoulis and George Papadakis and Manolis Koubarakis and Pythagoras Karampiperis and Axel-Cyrille Ngonga Ngomo and Maria-Esther Vidal},

url = {https://jens-lehmann.org/files/2017/icwe_bde.pdf},

doi = {10.1007/978-3-319-60131-1_3},

year  = {2017},

date = {2017-01-01},

booktitle = {Web Engineering - 17th International Conference, ICWE 2017, Rome, 

 Italy, June 5-8, 2017, Proceedings},

volume = {10360},

pages = {41--59},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/kesw/ErmilovNVJSASJL17,

title = {Managing Lifecycle of Big Data Applications},

author = {Ivan Ermilov and Axel-Cyrille Ngonga Ngomo and Aad Versteden and Hajira Jabeen and Gezim Sejdiu and Giorgos Argyriou and Luigi Selmi and J\"{u}rgen Jakobitsch and Jens Lehmann},

url = {https://jens-lehmann.org/files/2017/kesw_big_data_lifecycle.pdf},

doi = {10.1007/978-3-319-69548-8_18},

year  = {2017},

date = {2017-01-01},

booktitle = {Knowledge Engineering and Semantic Web - 8th International Conference, 

 KESW 2017, Szczecin, Poland, November 8-10, 2017, Proceedings},

volume = {786},

pages = {263--276},

publisher = {Springer},

series = {Communications in Computer and Information Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/ErmilovLSBWSBCP17,

title = {The Tale of Sansa Spark},

author = {Ivan Ermilov and Jens Lehmann and Gezim Sejdiu and Lorenz B\"{u}hmann and Patrick Westphal and Claus Stadler and Simon Bin and Nilesh Chakraborty and Henning Petzka and Muhammad Saleem and Axel-Cyrille Ngonga Ngomo and Hajira Jabeen},

url = {http://ceur-ws.org/Vol-1963/paper552.pdf 

https://jens-lehmann.org/files/2017/iswc_pd_sansa.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the ISWC 2017 Posters & Demonstrations and Industry 

 Tracks co-located with 16th International Semantic Web Conference 

 (ISWC 2017), Vienna, Austria, October 23rd - to - 25th, 2017},

volume = {1963},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/LehmannSBWSEBCS17,

title = {Distributed Semantic Analytics Using the SANSA Stack},

author = {Jens Lehmann and Gezim Sejdiu and Lorenz B\"{u}hmann and Patrick Westphal and Claus Stadler and Ivan Ermilov and Simon Bin and Nilesh Chakraborty and Muhammad Saleem and Axel-Cyrille Ngonga Ngomo and Hajira Jabeen},

url = {https://jens-lehmann.org/files/2017/iswc_sansa.pdf},

doi = {10.1007/978-3-319-68204-4_15},

year  = {2017},

date = {2017-01-01},

booktitle = {The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, 

 Vienna, Austria, October 21-25, 2017, Proceedings, Part II},

volume = {10588},

pages = {147--155},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}