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Data Lake - Publications


2019
Rewriting of Plain SO Tgds into Nested Tgds
Published in The 45th International Conference on Very Large Data Bases (VLDB 2019) by Rihan Hai, Christoph Quix
Relaxed Functional Dependency Discovery in Heterogeneous Data Lakes
Published in The 38th International Conference on Conceptual Modeling (ER 2019) by Rihan Hai, Christoph Quix, Wang Dan
2018
Query Rewriting for Heterogeneous Data Lakes
Published in 22nd European Conference on Advances in Databases and Information Systems (ADBIS 2018) by Rihan Hai, Christoph Quix, Chen Zhou
Data Lake
Published in Encyclopedia of Big Data Technologies by Christoph Quix, Rihan Hai
Nested Schema Mappings for Integrating JSON
Published in The 37th International Conference on Conceptual Modeling (ER 2018) by Rihan Hai, Christoph Quix, David Kensche
2017
On warehouses, lakes, and spaces – the changing role of conceptual modeling for data integration.
Published in In J. Cabot, C. Gomez, O. Pastor, M.R. Sancho, E. Teniente (eds.): Conceptual Modeling Perspectives. by Matthias Jarke, Christoph Quix
Ontology Matching for Patent Classification
Published in 12th International Workshop on Ontology Matching (OM-2017), co-located with the 16th International Semantic Web Conference (ISWC-2017), Vienna, Austria, October 21, 2017. by Christoph Quix, Sandra Geisler, Rihan Hai, Sanchit Alekh
2016
Constance: An Intelligent Data Lake System
Published in In Proceedings of the 2016 International Conference on Management of Data (SIGMOD), pp. 2097-2100. ACM. by Rihan Hai, Sandra Geisler, Christoph Quix
Towards an Intelligent Data Lake System for Heterogeneous Data Sources
Published in 35th International Conference on Conceptual Modeling (ER), PhD Symposium by Rihan Hai
GEMMS: A Generic and Extensible Metadata Management System for Data Lakes
Published in Proceedings of the CAiSE'16 Forum, at the 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), Ljubljana, Slovenia, June 13-17, 2016. by Christoph Quix, Rihan Hai, Ivan Vatov
Metadata Extraction and Management in Data Lakes with GEMMS
Published in Complex Systems Informatics and Modeling Quarterly, No. 9, pp. 67-83, 2016 by Christoph Quix, Rihan Hai