Cargando…
Handbook of data quality : research and practice /
The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web has increased the risk of poor data quality and misleading data interpretations. On the other hand, data is now exposed at a much more strategic level...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin ; New York :
Springer-Verlag,
©2013.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000 a 4500 | ||
|---|---|---|---|
| 001 | EBOOKCENTRAL_ocn843180440 | ||
| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 130516s2013 gw a obf 001 0 eng d | ||
| 040 | |a GW5XE |b eng |e pn |c GW5XE |d N$T |d YDXCP |d ZMC |d COO |d E7B |d NUI |d OHS |d OCLCF |d GGVRL |d B24X7 |d OCL |d EBLCP |d DEBSZ |d OCLCQ |d OCLCO |d OCLCQ |d DIBIB |d DGU |d VT2 |d Z5A |d LIP |d OCLCO |d LIV |d ESU |d OCLCQ |d IOG |d OCLCO |d OCLCA |d BUF |d OCLCO |d CEF |d U3W |d AU@ |d OCLCO |d WYU |d OCLCQ |d OCLCO |d OCLCA |d YOU |d TKN |d OL$ |d OCLCQ |d WURST |d BRF |d COM |d OCLCO |d OCLCQ |d OCLCO |d OCLCL |d OCLCQ | ||
| 019 | |a 858764085 |a 985041448 |a 990749261 |a 1005822088 |a 1058165330 | ||
| 020 | |a 9783642362576 |q (electronic bk.) | ||
| 020 | |a 3642362575 |q (electronic bk.) | ||
| 020 | |z 9783642362569 | ||
| 020 | |z 3642362567 | ||
| 024 | 7 | |a 10.1007/978-3-642-36257-6 |2 doi | |
| 029 | 1 | |a AU@ |b 000051644173 | |
| 029 | 1 | |a AU@ |b 000059643449 | |
| 029 | 1 | |a AU@ |b 000060583730 | |
| 029 | 1 | |a DEBSZ |b 39763630X | |
| 029 | 1 | |a DKDLA |b 820120-katalog:000661442 | |
| 029 | 1 | |a NLGGC |b 358122090 | |
| 029 | 1 | |a NZ1 |b 15026608 | |
| 029 | 1 | |a NZ1 |b 15745711 | |
| 029 | 1 | |a DKDLA |b 820120-katalog:999894185005765 | |
| 035 | |a (OCoLC)843180440 |z (OCoLC)858764085 |z (OCoLC)985041448 |z (OCoLC)990749261 |z (OCoLC)1005822088 |z (OCoLC)1058165330 | ||
| 050 | 4 | |a QA76.9.D3 | |
| 060 | 4 | |a QA 76.9.D3 | |
| 072 | 7 | |a COM |x 021000 |2 bisacsh | |
| 072 | 7 | |a COM |x 084010 |2 bisacsh | |
| 072 | 7 | |a COM |x 030000 |2 bisacsh | |
| 072 | 7 | |a UN |2 bicssc | |
| 072 | 7 | |a UMT |2 bicssc | |
| 082 | 0 | 4 | |a 005.74068 |2 23 |
| 049 | |a UAMI | ||
| 245 | 0 | 0 | |a Handbook of data quality : |b research and practice / |c edited by Shazia Sadiq. |
| 260 | |a Berlin ; |a New York : |b Springer-Verlag, |c ©2013. | ||
| 300 | |a 1 online resource (xii, 438 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | 0 | |t Organizational Aspects of Data Quality. |t Data Quality Management Past, Present, and Future: Towards a Management System for Data / |r Thomas C. Redman -- |t Data Quality Projects and Programs / |r Danette McGilvray -- |t Cost and Value Management for Data Quality / |r Mouzhi Ge, Markus Helfert -- |t On the Evolution of Data Governance in Firms: The Case of Johnson & Johnson Consumer Products North America / |r Boris Otto -- |t Architectural Aspects of Data Quality. |t Data Warehouse Quality: Summary and Outlook / |r Lukasz Golab -- |t Using Semantic Web Technologies for Data Quality Management / |r Christian Fürber, Martin Hepp -- |t Data Glitches: Monsters in Your Data / |r Tamraparni Dasu -- |t Computational Aspects of Data Quality. |t Generic and Declarative Approaches to Data Quality Management / |r Leopoldo Bertossi, Loreto Bravo -- |t Linking Records in Complex Context / |r Pei Li, Andrea Maurino -- |t A Practical Guide to Entity Resolution with OYSTER / |r John R. Talburt, Yinle Zhou -- |t Managing Quality of Probabilistic Databases / |r Reynold Cheng -- |t Data Fusion: Resolving Conflicts from Multiple Sources / |r Xin Luna Dong, Laure Berti-Equille, Divesh Srivastava -- |t Data Quality in Action. |t Ensuring the Quality of Health Information: The Canadian Experience / |r Heather Richards, Nancy White -- |t Shell's Global Data Quality Journey / |r Ken Self -- |t Creating an Information-Centric Organisation Culture at SBI General Insurance / |r Ram Kumar, Robert Logie. |
| 500 | |a Includes index. | ||
| 588 | 0 | |a Print version record. | |
| 520 | |a The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web has increased the risk of poor data quality and misleading data interpretations. On the other hand, data is now exposed at a much more strategic level e.g. through business intelligence systems, increasing manifold the stakes involved for individuals, corporations as well as government agencies. There, the lack of knowledge about data accuracy, currency or completeness can have erroneous and even catastrophic results. With these changes, traditional approaches to data management in general, and data quality control specifically, are challenged. There is an evident need to incorporate data quality considerations into the whole data cycle, encompassing managerial/governance as well as technical aspects. Data quality experts from research and industry agree that a unified framework for data quality management should bring together organizational, architectural and computational approaches. Accordingly, Sadiq structured this handbook in four parts: Part I is on organizational solutions, i.e. the development of data quality objectives for the organization, and the development of strategies to establish roles, processes, policies, and standards required to manage and ensure data quality. Part II, on architectural solutions, covers the technology landscape required to deploy developed data quality management processes, standards and policies. Part III, on computational solutions, presents effective and efficient tools and techniques related to record linkage, lineage and provenance, data uncertainty, and advanced integrity constraints. Finally, Part IV is devoted to case studies of successful data quality initiatives that highlight the various aspects of data quality in action. The individual chapters present both an overview of the respective topic in terms of historical research and/or practice and state of the art, as well as specific techniques, methodologies and frameworks developed by the individual contributors. Researchers and students of computer science, information systems, or business management as well as data professionals and practitioners will benefit most from this handbook by not only focusing on the various sections relevant to their research area or particular practical work, but by also studying chapters that they may initially consider not to be directly relevant to them, as there they will learn about new perspectives and approaches. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 546 | |a English. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Database management |v Handbooks, manuals, etc. | |
| 650 | 2 | |a Database Management Systems | |
| 650 | 6 | |a Bases de données |x Gestion |v Guides, manuels, etc. | |
| 650 | 7 | |a COMPUTERS |x Database Management |x General. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Desktop Applications |x Databases. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x System Administration |x Storage & Retrieval. |2 bisacsh | |
| 650 | 7 | |a Database management |2 fast | |
| 653 | 0 | 0 | |a computerwetenschappen |
| 653 | 0 | 0 | |a computer sciences |
| 653 | 0 | 0 | |a informatiesystemen |
| 653 | 0 | 0 | |a information systems |
| 653 | 0 | 0 | |a informatieontsluiting |
| 653 | 0 | 0 | |a information retrieval |
| 653 | 0 | 0 | |a informatieopslag |
| 653 | 0 | 0 | |a information storage |
| 653 | 0 | 0 | |a databasebeheer |
| 653 | 0 | 0 | |a database management |
| 653 | 1 | 0 | |a Information and Communication Technology (General) |
| 653 | 1 | 0 | |a Informatie- en communicatietechnologie (algemeen) |
| 655 | 2 | |a Handbook | |
| 655 | 7 | |a handbooks. |2 aat | |
| 655 | 7 | |a Handbooks and manuals |2 fast | |
| 655 | 7 | |a Handbooks and manuals. |2 lcgft | |
| 655 | 7 | |a Guides et manuels. |2 rvmgf | |
| 700 | 1 | |a Sadiq, Shazia. | |
| 758 | |i has work: |a Handbook of data quality (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGV4XrYYTbwg9DkwXrw9jC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |t Handbook of Data Quality. |d Berlin Springer-Verlag, 2013 |z 9783642362569 |w (OCoLC)842411114 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1398732 |z Texto completo |
| 938 | |a Books 24x7 |b B247 |n bks00076662 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL1398732 | ||
| 938 | |a ebrary |b EBRY |n ebr10699671 | ||
| 938 | |a EBSCOhost |b EBSC |n 580361 | ||
| 938 | |a Cengage Learning |b GVRL |n GVRL6URK | ||
| 938 | |a YBP Library Services |b YANK |n 10727164 | ||
| 994 | |a 92 |b IZTAP | ||