Repurposing Legacy Data: Innovative Case Studies
Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data-data created some time in the past, for a particular purpo...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Saint Louis
Elsevier Science
2015
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| Schriftenreihe: | Computer Science Reviews and Trends
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| Schlagworte: | |
| Online-Zugang: | FAW01 |
| Zusammenfassung: | Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data-data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes in an attic, we retain this information thinking it may have value in the future, though we have no current use for it. The case studies in this book, from such diverse fields as cosmology, quantum physics, high-energy physics, microbiology, psychiatry, medicine, and hospital administration, all serve to demonstrate how innovative people draw value from legacy data. By following the case examples, readers will learn how legacy data is restored, merged, and analyzed for purposes that were never imagined by the original data creators. Discusses how combining existing data with other data sets of the same kind can produce an aggregate data set that serves to answer questions that could not be answered with any of the original dataPresents a method for re-analyzing original data sets using alternate or improved methods that can provide outcomes more precise and reliable than those produced in the original analysisExplains how to integrate heterogeneous data sets for the purpose of answering questions or developing concepts that span several different scientific fields |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 online resource (169 pages) |
| ISBN: | 9780128029152 9780128028827 |
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| language | English |
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| spelling | Berman, Jules J. 1950- Verfasser (DE-588)1043067620 aut Repurposing Legacy Data Innovative Case Studies Saint Louis Elsevier Science 2015 © 2015 1 online resource (169 pages) txt rdacontent c rdamedia cr rdacarrier Computer Science Reviews and Trends Description based on publisher supplied metadata and other sources Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data-data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes in an attic, we retain this information thinking it may have value in the future, though we have no current use for it. The case studies in this book, from such diverse fields as cosmology, quantum physics, high-energy physics, microbiology, psychiatry, medicine, and hospital administration, all serve to demonstrate how innovative people draw value from legacy data. By following the case examples, readers will learn how legacy data is restored, merged, and analyzed for purposes that were never imagined by the original data creators. Discusses how combining existing data with other data sets of the same kind can produce an aggregate data set that serves to answer questions that could not be answered with any of the original dataPresents a method for re-analyzing original data sets using alternate or improved methods that can provide outcomes more precise and reliable than those produced in the original analysisExplains how to integrate heterogeneous data sets for the purpose of answering questions or developing concepts that span several different scientific fields Database management File organization (Computer science) Information storage and retrieval systems Erscheint auch als Druck-Ausgabe Berman, Jules J . Repurposing Legacy Data : Innovative Case Studies |
| spellingShingle | Berman, Jules J. 1950- Repurposing Legacy Data Innovative Case Studies Database management File organization (Computer science) Information storage and retrieval systems |
| title | Repurposing Legacy Data Innovative Case Studies |
| title_auth | Repurposing Legacy Data Innovative Case Studies |
| title_exact_search | Repurposing Legacy Data Innovative Case Studies |
| title_full | Repurposing Legacy Data Innovative Case Studies |
| title_fullStr | Repurposing Legacy Data Innovative Case Studies |
| title_full_unstemmed | Repurposing Legacy Data Innovative Case Studies |
| title_short | Repurposing Legacy Data |
| title_sort | repurposing legacy data innovative case studies |
| title_sub | Innovative Case Studies |
| topic | Database management File organization (Computer science) Information storage and retrieval systems |
| topic_facet | Database management File organization (Computer science) Information storage and retrieval systems |
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