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Data matching : concepts and techniques for record linkage, entity resolution, and duplicate detection

Peter Christen ([Springer-Verlag, ], 2012)

 Abstrak

Peter Christen’s book is divided into three parts. Part I, “overview”, introduces the subject by presenting several sample applications and their special challenges, as well as a general overview of a generic data matching process. Part II, “steps of the data matching process”, then details its main steps like pre-processing, indexing, field and record comparison, classification, and quality evaluation. Lastly, part III, “further topics”, deals with specific aspects like privacy, real-time matching, or matching unstructured data. Finally, it briefly describes the main features of many research and open source systems available today.

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No. Panggil : e20410447
Entri utama-Nama orang :
Subjek :
Penerbitan : Berlin: [Springer-Verlag, ], 2012
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik:
Tautan: http://link.springer.com/book/10.1007%2F978-3-642-31164-2
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