Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)
作者： Filip Murlak , Thomas Schwentick , Julia Stoyanovich , Victor Vianu , Serge Abiteboul
DOI: 10.4230/DAGMAN.7.1.1
关键词:
摘要: The area of Principles Data Management (PDM) has made crucial contributions to the development formal frameworks for understanding and managing data knowledge. This work involved a rich cross-fertilization between PDM other disciplines in mathematics computer science, including logic, complexity theory, knowledge representation. We anticipate on-going expansion PDM research as technology applications involving data management continue grow evolve. In particular, lifecycle Big Analytics raises wealth challenge areas that can help with. In this report we identify some most important directions where community potential make significant contributions. is done from three perspectives: practical relevance, results already obtained, questions appear surmountable short medium term.
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M. Zakharyaschev, R. Kontchakov, F. Wolter, D. Toman, C. Lutz, The combined approach to ontology-based data access international joint conference on artificial intelligence. pp. 2656- 2661 ,(2011) , 10.5591/978-1-57735-516-8/IJCAI11-442
Matteo Riondato, Mert Akdere, Uǧur Çetintemel, Stanley B. Zdonik, Eli Upfal, The VC-dimension of SQL queries and selectivity estimation through sampling european conference on machine learning. pp. 661- 676 ,(2011) , 10.1007/978-3-642-23783-6_42
Georg Gottlob, Reinhard Pichler, Christoph Koch, Efficient algorithms for processing XPath queries very large data bases. pp. 95- 106 ,(2002)
Indre Zliobaite, A survey on measuring indirect discrimination in machine learning arXiv: Computers and Society. ,(2015)
Patrick Lambrix, Zlatan Dragisic, Eva Blomqvist, Integrating Ontology Debugging and Matching into the eXtreme Design Methodology 6th Workshop on Ontology and Semantic Web Patterns (WOP 2015), Bethlehem, Pensylvania, USA, October 11, 2015. ,(2015)
Georg Gottlob, Giorgio Orsi, Andreas Pieris, Query Rewriting and Optimization for Ontological Databases ACM Transactions on Database Systems. ,vol. 39, pp. 25- ,(2014) , 10.1145/2638546
Georg Gottlob, Stanislav Kikot, Roman Kontchakov, Vladimir Podolskii, Thomas Schwentick, Michael Zakharyaschev, The price of query rewriting in ontology-based data access Artificial Intelligence. ,vol. 213, pp. 42- 59 ,(2014) , 10.1016/J.ARTINT.2014.04.004
Leopoldo Bertossi, Database Repairing and Consistent Query Answering ,(2011)
Tomasz Imieliński, Witold Lipski, Incomplete Information in Relational Databases Journal of the ACM. ,vol. 31, pp. 761- 791 ,(1984) , 10.1145/1634.1886
Rakesh Agrawal, Sreenivas Gollapudi, Alan Halverson, Samuel Ieong, Diversifying search results Proceedings of the Second ACM International Conference on Web Search and Data Mining - WSDM '09. pp. 5- 14 ,(2009) , 10.1145/1498759.1498766