Data Management Process

A Data Management Process is a organizational process that manages data repositories.

• Context:
  • It can be supported by a Data Management System.
  • It can range from being a Structured Database Management Task to being an Unstructure Database Management Task.
  • It can involve:
    • a Data Storage Task.
    • a Data Backup Task.
  • …
• Example(s):
  • a Database Management Task.
  • a Corpus Management Task, for a corpus.
  • a Taxonomy Database Management Task.
  • …
• Counter-Example(s):
  • Database Creation.
  • Data Governance.
• See: Data Administrator, Data Archival, Data Distribution, Information Management.

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References

2017

• (Wikipedia, 2017) ⇒ https://en.wikipedia.org/wiki/data_management Retrieved:2017-3-31.
  • Data management comprises all the disciplines related to managing data as a valuable resource.

2015

• (Zhang, 2015) ⇒ Ce Zhang. (2015). “DeepDive: A Data Management System for Automatic Knowledge Base Construction.” In: PhD thesis Journal.
  • QUOTE: DeepDive is a data management system that we built to study this problem; its ultimate goal is to allow scientists to build a KBC system by declaratively specifying domain knowledge without worrying about any algorithmic, performance, or scalability issues. …

    … This dissertation describes the DeepDive framework, its applications, and these techniques, to demonstrate the thesis that it is feasible to build an efficient and scalable data management system for the end-to-end workflow of building KBC systems.

2009

• (Lu et al., 2009a) ⇒ Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri, and Yuan Hong. (2009). “Extended Boolean Matrix Decomposition.” In: Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM 2009). doi:10.1109/ICDM.2009.61
  • QUOTE: With the vast increase in collection and storage of data, the problem of data summarization is most critical for effective data management.

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