Data management for researchers: organize, maintain and share your data for research success
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Exeter
Pelagic Publ.
2015
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| Schriftenreihe: | Research skills series
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | X, 191 S. graph. Darst. |
| ISBN: | 9781784270117 9781784270124 |
Internformat
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Datensatz im Suchindex
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| adam_text | CONTENTS About the author Acknowledgements Chapter 1 The data problem 1.1 Why is everyone talking about data management? 1.2 What is data management? 1.3 Why should you do data management? Chapter 2 2.1 2.2 2.3 2.4 The data lifecycle The data roadmap Where to start with data management Chapter summary Chapter 3 3.1 3.2 3.3 3.4 3.5 Planning for data management How to plan for data management Creating a data management plan Data policies Case studies Chapter summary Chapter 4 4.1 4.2 4.3 4.4 4.5 4.6 The data lifecycle Documentation Research notes and lab notebooks Methods Other useful documentation formats Metadata Standards Chapter summary Chapter 5 Organization 5.1 File organization 5.2 Naming conventions ix x 1 2 4 8 9 9 И 14 15 16 16 19 24 31 34 35 36 44 46 50 57 61 62 62 69
5.3 Documenting your conventions 5.4 Databases 5.5 Chapter summary Chapter 6 Improving data analysis 6.1 Raw versus analyzed data 6.2 Preparing data for analysis 6.3 Managing your research code 6.4 Chapter summary Chapter 7 Managing sensitive data 73 75 79 80 80 82 88 93 94 7.1 Types of sensitive data 7.2 Keeping data secure 7.3 Anonymizing data 7.4 Chapter summary 94 98 108 115 Chapter 8 Storage and backups 116 8.1 8.2 8.3 8.4 Storage Backups Case studies Chapter summary Chapter 9 Long-term storage and preservation 9.1 9.2 9.3 9.4 What to retain and how long to retain it Preparing your data for the long term Outsourcing data preservation Chapter summary Chapter 10 10.1 10.2 10.3 10.4 10.5 10.6 Sharing data Data and intellectual property Local data sharing and reuse Collaborations Public data sharing Getting credit for shared data Chapter summary Chapter 11 Data reuse and restarting the data lifecycle 11.1 Finding and reusing data 11.2 Citing data 11.3 Restarting the data lifecycle References Index 116 122 125 125 127 127 132 137 139 140 140 145 146 147 160 162 163 163 167 169 171 186
RESEARCH SKILLS SERIES A comprehensive guide to everything researchers need to know about data management; this book is essential for academics who need to learn how to organize, document and take care of their own data. Data Management for Researchers includes sections on: » The data problem - an introduction to the growing importance and challenges of using digital data in research. » The data lifecycle - a framework for data s place within the research process and how data s role is changing. » Planning for data management ֊ covers the many aspects of data management and how to put them together in a data management plan. » Documenting your data ֊ an often overlooked part of the data management process, but one that is critical to good management. » Organizing your data - explains how to keep your data in order using organizational systems and file naming conventions. » Improving data analysis - managing information through the analysis process. » Managing secure and private data - many researchers are dealing with data that require extra security. » Short-term storage - the practical matters of storage and backup. » Preserving and archiving your data. » Sharing/publishing your data - how to make data sharing across research groups easier, as well as how and why to publicly share data. » Reusing data - as more data are shared, it becomes possible to use outside data in your research. Kristin Briney has a PhD in physical chemistry and a Master s degree in library and information studies from the University of Wisconsin-Madison, and currently works in an academic library,
advising researchers on data management. Her blog can be found at www.dataabinitio.com
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| discipline | Allgemeines Allgemeine Naturwissenschaft Informatik Medizin |
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| spelling | Briney, Kristin Verfasser (DE-588)107822773X aut Data management for researchers organize, maintain and share your data for research success Kristin Briney Exeter Pelagic Publ. 2015 X, 191 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Research skills series Datenmanagement (DE-588)4213132-7 gnd rswk-swf Forschungsdaten (DE-588)1098579690 gnd rswk-swf Forschungsdaten (DE-588)1098579690 s Datenmanagement (DE-588)4213132-7 s b DE-604 Erscheint auch als Online-Ausgabe, EPUB 978-1-78427-013-1 Erscheint auch als Online-Ausgabe, MOBI 978-1-78427-014-8 Erscheint auch als Online-Ausgabe, PDF 978-1-78427-030-8 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028182362&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028182362&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
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| title | Data management for researchers organize, maintain and share your data for research success |
| title_auth | Data management for researchers organize, maintain and share your data for research success |
| title_exact_search | Data management for researchers organize, maintain and share your data for research success |
| title_full | Data management for researchers organize, maintain and share your data for research success Kristin Briney |
| title_fullStr | Data management for researchers organize, maintain and share your data for research success Kristin Briney |
| title_full_unstemmed | Data management for researchers organize, maintain and share your data for research success Kristin Briney |
| title_short | Data management for researchers |
| title_sort | data management for researchers organize maintain and share your data for research success |
| title_sub | organize, maintain and share your data for research success |
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