A comprehensive semantic framework for data integration systems
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TL;DR: This paper argues that the semantic approach formalizes a very reasonable way of handling inconsistency in data integration systems, since practically all the existing proposals in the literature can be reconstructed in the framework.
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About: This article is published in Journal of Applied Logic. The article was published on 01 Jun 2005. and is currently open access. The article focuses on the topics: Star schema & Data integration.
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Citations
•Posted Content
Consistent Query Answering via ASP from Different Perspectives: Theory and Practice
TL;DR: In this article, the authors proposed a query-driven approach for consistent query answering (CQA) under global integrity constraints, where the data integration system provides transparent access to different data sources by suitably combining their data, and providing the user with a unified view of them.
29
•Journal Article
Consistent answers from integrated data sources
TL;DR: In this paper, the notion of consistent answer to a global query in the context of the local-as-view approach to data integration is characterized and a methodology for generating query plans for retrieving consistent answers to global queries is introduced.
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Consistent Query Answering: Opportunities and Limitations !
Jan Chomicki
- 01 Jan 2006
TL;DR: This paper briefly reviews the recent literature on consistent query answering, an approach to handle database inconsistency in a systematic and logical manner based on the notion of repair, and summarizes selected research directions in this area.
Invited Paper: Consistent Query Answering: Opportunities and Limitations
J. Chomicki
- 04 Sep 2006
TL;DR: This paper briefly reviews the recent literature on consistent query answering, an approach to handle database inconsistency in a systematic and logical manner based on the notion of repair, and summarizes selected research directions in this area.
7
•Dissertation
Automatic and adaptive preprocessing for the development of predictive models
Manuel Martin Salvador
- 29 Jun 2017
TL;DR: A novel hybrid strategy combining Bayesian optimisation and common adaptive techniques is proposed to automatically adapt Multi-Component Predictive System (MCPS) and the feasibility of applying such automatic techniques for building and maintaining predictive models for real chemical production processes is evaluated.
6
References
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Serge Abiteboul,Richard Hull,Victor Vianu +2 more
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TL;DR: This book discusses Languages, Computability, and Complexity, and the Relational Model, which aims to clarify the role of Semantic Data Models in the development of Query Language Design.
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On the logic of theory change: Partial meet contraction and revision functions
TL;DR: In this article, the authors extend earlier work by its authors on formal aspects of the processes of contracting a theory to eliminate a proposition and revising it to introduce a new proposition.
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Data integration: a theoretical perspective
Maurizio Lenzerini
- 03 Jun 2002
TL;DR: The tutorial is focused on some of the theoretical issues that are relevant for data integration: modeling a data integration application, processing queries in data integration, dealing with inconsistent data sources, and reasoning on queries.
Storing and querying ordered XML using a relational database system
Igor Tatarinov,Stratis D. Viglas,Kevin Scott Beyer,Jayavel Shanmugasundaram,Eugene J. Shekita,Chun Zhang +5 more
- 03 Jun 2002
TL;DR: This paper shows that XML's ordered data model can indeed be efficiently supported by a relational database system, and proposes three order encoding methods that can be used to represent XML order in the relational data model, and also proposes algorithms for translating ordered XPath expressions into SQL using these encoding methods.
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