Query processing over uncertain databases : Lei Chen, Xiang Lian
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Bibliographic Information
Query processing over uncertain databases : Lei Chen, Xiang Lian
（Synthesis lectures on data management, #33）
, c2013
- : paperback
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Note
Bibliography: p. 83-89
Description and Table of Contents
Description
Due to measurement errors, transmission lost, or injected noise for privacy protection, uncertainty exists in the data of many real applications. However, query processing techniques for deterministic data cannot be directly applied to uncertain data because they do not have mechanisms to handle data uncertainty. Therefore, efficient and effective manipulation of uncertain data is a practical yet challenging research topic. In this book, we start from the data models for imprecise and uncertain data, move on to defining different semantics for queries on uncertain data, and finally discuss the advanced query processing techniques for various probabilistic queries in uncertain databases. The book serves as a comprehensive guideline for query processing over uncertain databases.
Table of Contents
Introduction
Uncertain Data Models
Spatial Query Semantics over Uncertain Data Models
Spatial Query Processing over Uncertain Databases
Conclusion
by "Nielsen BookData"