Encyclopedia of Database Systems

2018 Edition
| Editors: Ling Liu, M. Tamer Özsu

Uncertain Graph Data Management

  • Lin Liu
  • Victor E. Lee
  • Ruoming Jin
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-8265-9_80761

Synonyms

Probabilistic graph data management

Definition

Generally speaking, uncertain graph data management comprises all disciplines or industries concerned with uncertain graph data as a valuable resource. The field of uncertain graph data management may be viewed as one important branch for both uncertain data management and graph data management, but there is as yet no widely accepted precise definition for uncertain graph data management in the database domain. Uncertain graph data management can be loosely described as the basic processes on uncertain graph data to provide valuable information to users, including data modeling, data integration, data indexing, and query processing.

Historical Background

The initial motivation for studying uncertain graphs originated from designing reliable systems, such as electrical networks or computer communication networks. In the late 1950s, von Neumann [22] and Moore and Shannon [18] investigated the theoretical construction of reliable...

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Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of Computer ScienceKent State UniversityKentUSA
  2. 2.John Carroll UniversityUniversity HeightsUSA