Null Values Revisited in Prospect of Data Integration

@inproceedings{Tr2004NullVR,
  title={Null Values Revisited in Prospect of Data Integration},
  author={Guy De Tr{\'e} and Rita M. M. De Caluwe and Henri Prade},
  booktitle={ICSNW},
  year={2004}
}
A considerable part of the information available in the real world is inherently imperfect and/or incomplete. Traditionally, the most commonly adopted modelling approaches for dealing with imperfect and missing information are based on the use of default values and of null values. However, in order to deal with imperfect information in a more efficient way, a database system needs some more advanced modelling facilities that better reflect the semantics of the data. Such facilities become even… 

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References

SHOWING 1-10 OF 23 REFERENCES

Missing information (applicable and inapplicable) in relational databases

The purpose of this paper is to clarify and extend the treatment ofMissing information by the relational model, and places heavy emphasis on the semantic aspects of missing information.

Extending the database relational model to capture more meaning

  • E. Codd
  • Computer Science
    ACM Trans. Database Syst.
  • 1979
This paper proposes extensions to the relational model to support certain atomic and molecular semantics, a synthesis of many ideas from the published work in semantic modeling plus the introduction of new rules for insertion, update, and deletion, as well as new algebraic operators.

Fuzzy And Uncertain Object-Oriented Databases: Concepts And Models

The book presents the latest research results in dealing with fuzziness and uncertainty in object-oriented databases and proves that the object- oriented paradigm lends itself extremely well to it.

A Formal Approach to Null Values in Database Relations

  • J. Biskup
  • Computer Science
    Advances in Data Base Theory
  • 1979
The view that tuples denote statements of predicate logic about database relations is adopted, which means that a null value of the first kind and the second kind corresponds to an existentially quantified variable, respectively universally quantified variables.

A Formalization of ODMG Queries

This paper presents a formalization of the ODMG model and the OQL query language that is used in the CROQUE project as a basis for query optimization.

More commentary on missing information in relational databases (applicable and inapplicable information)

The purpose of this paper is to respond to comments and proposed changes received, while continuing to place heavy emphasis on the semantic aspects of missing information.

Extended possibilistic truth values

Extended possibilistic truth values are introduced as a formal means to cope with missing information and the uncertainty model for this logic is proposed, in order to model (linguistic) uncertainty concerning the extended truth value of a proposition.

A Bibliography on Uncertainty Management in Information Systems

  • C. Dyreson
  • Computer Science
    Uncertainty Management in Information Systems
  • 1996
This is an evolving bibliography of documents on uncertainty and imprecision in information systems, focusing almost exclusively on database and knowledge-base systems, with few references on other kinds of information systems.

Uncertainty Management in Information Systems: From Needs to Solution

This book presents viewpoints of information systems experts on the needs that challenge the uncertainty capabilities of present information systems, and it provides a forum to researchers in uncertainty modeling to describe models and systems that can address these needs.