Management Information Systems

Download E-books Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications) PDF

By Carlo Batini

Poor facts caliber can heavily prevent or harm the potency and effectiveness of businesses and companies. The turning out to be expertise of such repercussions has ended in significant public projects just like the "Data caliber Act" within the united states and the "European 2003/98" directive of the ecu Parliament.

Batini and Scannapieco current a finished and systematic advent to the vast set of matters concerning information caliber. they begin with an in depth description of alternative facts caliber dimensions, like accuracy, completeness, and consistency, and their value in numerous kinds of facts, like federated facts, net info, or time-dependent info, and in numerous information different types categorised in response to frequency of swap, like sturdy, long term, and regularly altering facts. The book's vast description of suggestions and methodologies from middle information caliber examine in addition to from similar fields like information mining, likelihood conception, statistical information research, and desktop studying offers a good evaluate of the present state-of-the-art. The presentation is done by means of a quick description and important comparability of instruments and sensible methodologies, with the intention to support readers to unravel their very own caliber problems.

This e-book is a perfect blend of the steadiness of theoretical foundations and the applicability of sensible techniques. it's very best for everybody – researchers, scholars, or pros – drawn to a complete evaluation of knowledge caliber concerns. furthermore, it's going to function the root for an introductory direction or for self-study in this topic.

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