By Richard Y. Wang, Mostapha Ziad, Yang W. Lee (auth.)

ISBN-10: 0306469871

ISBN-13: 9780306469879

ISBN-10: 0792372158

ISBN-13: 9780792372158

Data Quality offers an exposé of analysis and perform within the information caliber box for technically orientated readers. it's in keeping with the examine carried out on the MIT overall information caliber administration (TDQM) software and paintings from different best study associations. This booklet is meant essentially for researchers, practitioners, educators and graduate scholars within the fields of laptop technological know-how, details expertise, and different interdisciplinary parts. It varieties a theoretical origin that's either rigorous and suitable for facing complex matters relating to information caliber. Written with the objective to supply an summary of the cumulated examine effects from the MIT TDQM learn viewpoint because it pertains to database examine, this publication is a wonderful advent to Ph.D. who desire to extra pursue their study within the facts caliber sector. it's also a superb theoretical creation to IT execs who desire to achieve perception into theoretical leads to the technically-oriented information caliber sector, and follow many of the key innovations to their practice.

Show description

Read Online or Download Data Quality PDF

Similar management information systems books

August-Wilhelm Scheer, Wolfram Jost, Helge Heß, Andreas's Corporate Performance Management ARIS in Practice PDF

Company functionality administration (CPM) is a basic approach which examines the connection among company functionality and approach optimization. tips to effectively introduce CPM in perform is demonstrated through venture reviews from E. ON, British Telecom, credits Suisse and Vodafone between others.

Data communications and computer networks: A business user's - download pdf or read online

Delivering crucial info for company managers, desktop programmers, method designers, in addition to domestic computing device clients, DATABASE COMMUNICATIONS AND machine NETWORKS, 8e presents an intensive creation that comes with insurance of the language of computing device networks in addition to the results of knowledge communications on enterprise and society.

Download e-book for iPad: Net Centricity and Technological Interoperability in by Supriya Ghosh

As a basic swap that's very huge in scope, internet centricity is still a first-rate subject of dialogue between safeguard companies, industries, and contracting firms. internet Centricity and Technological Interoperability in firms: views and methods offers knowing at the success of interoperability between companies, concentrating on new structural layout techniques.

Extra info for Data Quality

Example text

In addition, it includes a description of its data structure, a set of data integrity constraints for the model, and a quality indicator algebra. , I. Chengalur-Smith and R. Y. Wang , A Sampling Procedure for Data Quality Auditing in the Relational Environment (No. TDQM-00-02). Massachusetts Institute of Technology, 2000. [2] Ballou, D. P. and H. L. Pazer, "Designing Information Systems to Optimize the Accuracy-Timeliness Tradeoff," Information Systems Research, 6(1), 1995, pp. 51-72. [3] Ballou, D.

The arrows from Steps 1-2 to Step 3 indicate that application and application quality requirements are modeled before data quality requirements. As in conventional database design and software engineering practices, these steps may be iterated. The distinctions among application requirements, application quality requirements, and data quality requirements are important at both the requirements analysis and conceptual design stages. Both application requirements and application quality requirements are identified to represent a real-world system [5,9].

Let a1 and a2 be two application attributes. Let a1 and a2 be QI-Compatible with respect to S. Let w1 and w2 be values of a1 and a2 respectively, then w1 and w2 are defined to be i-level QI-Compatible if the following two conditions are satisfied: (1) a1 and a 2 are QI-Compatible with respect to S, and (2) S consists of all quality indicators present within i levels ofthe quality indicator tree of a1 (thus ofa2). By the same token, i-level QIV-Equal between w1 and w2, denoted by w1 =i w2, can be defined.

Download PDF sample

Data Quality by Richard Y. Wang, Mostapha Ziad, Yang W. Lee (auth.)

by Edward

Read e-book online Data Quality PDF
Rated 4.17 of 5 – based on 32 votes