By Carlo Batini,Monica Scannapieco
This ebook presents a scientific and comparative description of the titanic variety of learn concerns relating to the standard of knowledge and data. It does so via supplying a legitimate, built-in and finished overview of the state-of-the-art and destiny improvement of information and knowledge caliber in databases and data systems.
To this finish, it provides an intensive description of the innovations that represent the middle of information and data caliber study, together with checklist linkage (also known as item identification), facts integration, mistakes localization and correction, and examines the similar recommendations in a finished and unique methodological framework. caliber size definitions and followed types also are analyzed intimately, and modifications among the proposed strategies are highlighted and mentioned. moreover, whereas systematically describing information and data caliber as an self reliant examine sector, paradigms and impacts deriving from different components, resembling likelihood idea, statistical information research, information mining, wisdom illustration, and laptop studying also are integrated. final now not least, the e-book additionally highlights very sensible suggestions, equivalent to methodologies, benchmarks for the simplest strategies, case reviews, and examples.
The e-book has been written essentially for researchers within the fields of databases and data administration or in natural sciences who're drawn to investigating homes of information and knowledge that experience an effect at the caliber of experiments, procedures and on actual existence. the cloth offered can be sufficiently self-contained for masters or PhD-level classes, and it covers the entire basics and themes with out the necessity for different textbooks. information and knowledge approach directors and practitioners, who take care of structures uncovered to data-quality concerns and consequently want a systematization of the sphere and sensible tools within the zone, also will enjoy the mix of concrete useful ways with sound theoretical formalisms.
Read or Download Data and Information Quality: Dimensions, Principles and Techniques (Data-Centric Systems and Applications) PDF
Best computer information theory books
Philosophy and Computing explores all the following components of expertise: the electronic revolution; the pc; the web and the internet; CD-ROMs and Mulitmedia; databases, textbases, and hypertexts; man made Intelligence; the way forward for computing. Luciano Floridi exhibits us how the connection among philosophy and computing provokes a variety of philosophical questions: is there a philosophy of knowledge?
An introductory path on software program Engineering is still one of many toughest matters to educate principally a result of wide selection of issues the world enc- passes. i've got believed for a while that we frequently are inclined to train too many techniques and themes in an introductory path leading to shallow wisdom and little perception on software of those suggestions.
The Workshop at the Economics of knowledge safeguard (WEIS) is the prime discussion board for interdisciplinary scholarship on info protection, combining services from the fields of economics, social technology, company, legislations, coverage and desktop technological know-how. past workshops have explored the function of incentives among attackers and defenders, pointed out industry mess ups dogging net safeguard, and assessed investments in cyber-defense.
Ajit Balakrishnan is quietly experimenting with the recent and interesting applied sciences of the net in 1995 while the dot-com fever grips the area. enterprise capitalists, funding bankers and attorneys pound on the doorways of his tiny workplace in a low-rent sector of Mumbai, urging him to take his corporation public on New York's NASDAQ inventory industry.
- Random Walks and Diffusions on Graphs and Databases: An Introduction: 10 (Springer Series in Synergetics)
- Intelligent Data Interchange (IDI): Interventionsfreier Gesch?sdatenaustausch durch Wissensrepräsentation und ontologisches Matching (Entwicklung und Management ... Datenauswertung) (German Edition)
- Insider Attack and Cyber Security: Beyond the Hacker: 39 (Advances in Information Security)
- Finale Vernetzung: Wie das Internet der Dinge unser Leben verändern wird (German Edition)
- Botnet Detection: Countering the Largest Security Threat (Advances in Information Security)
- Cryptographic Engineering
Extra resources for Data and Information Quality: Dimensions, Principles and Techniques (Data-Centric Systems and Applications)
Data and Information Quality: Dimensions, Principles and Techniques (Data-Centric Systems and Applications) by Carlo Batini,Monica Scannapieco