The Duplicate Movie
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An Introduction to Duplicate Detection
With the ever increasing volume of data, data quality problems abound. Multiple, yet different representations of the same real-world objects in data, duplicates, are one of the most intriguing data quality problems. The effects of such duplicates are detrimental; for instance, bank customers can obtain duplicate identities, inventory levels are monitored incorrectly, catalogs are mailed multiple times to the same household, etc. Automatically detecting duplicates is difficult: First, duplicate representations are usually not identical but slightly differ in their values. Second, in principle all pairs of records should be compared, which is infeasible for large volumes of data. This lecture examines closely the two main components to overcome these difficulties: (i) Similarity measures are used to automatically identify duplicates when comparing two records. Well-chosen similarity measures improve the effectiveness of duplicate detection. (ii) Algorithms are developed to perform on very large volumes of data in search for duplicates. Well-designed algorithms improve the efficiency of duplicate detection. Finally, we discuss methods to evaluate the success of duplicate detection. Table of Contents: Data Cleansing: Introduction and Motivation / Problem Definition / Similarity Functions / Duplicate Detection Algorithms / Evaluating Detection Success / Conclusion and Outlook / Bibliography
Fresh Flash
So you think you've got to grips with the features of Macromedia Flash MX? Welcome to this inspirations upgrade from friends of ED. Upgrade your thinking, upgrade your attitude, and upgrade your standards to take on board the host of exciting features incorporated into this version of Flash. With this title, we run the gamut of new features, from the Drawing API ("to die for"), through new video compression, Scriptable Masks and Components. We explore the new territory with experimental interfaces, check out the improvements in the 3D arena, and quarry the back-end technologies to see what gems we can turn up! Some of the best designers in the Web community have concentrated their efforts on this project. This has resulted in the highest caliber of work, including an exclusive insight into the creation of Jim Armstrong's New York Flash Film Festival final piece. From the acclaimed team that brought you Flash Math Creativity comes this inspiring volume, full of brand new effects and discussion on what Flash MX is going to do for designers—and where we go from here.
Flash MX Studio
Flash MX Studio takes your raw Flash talent and multiplies its potency by focusing it on real-world web design situations. In the heady days of the late 1990s, designers were trying their hand at anything and everything they could lay their hands on. Now the marketplace is seriously focused, and serious Flash designers have to know exactly what they're doing and why. These days, it's all about functionality over experimentation, justification over style. It's all about maturity. The design must fit the job specs, and this book shows the reader how to fulfill these requirements and more. This book examines all the avenues open to professional or aspiring professional Flash MX designers. It takes a look at advanced uses of the new MX features, such as components and the Drawing API, and gives guidance on building whole new structures for animation, Dynamic Content, PHP, ColdFusion MX, XML, video, audio and audiovisual formats. Never before has so much power been so accessible to the web designer. This book is designed to put that power in your hands. Flash MX Studio has been broken into four sections to address the most common needs for the Flash designer. First off, Jamie McDonald provides five chapters on site presentation and the principles of web design. These opening chapters take a look at how to create slick, professional-level sites, involving Flash MX's new drawing and motion capabilities and interactive techniques. The second section concentrates on ActionScript. Flash's resident coding environment is crucial to master, and taps into Flash's great strength—intuitive and interactive applications. Keith Peters and Todd Yard have buddied up on this section, and examine some of the most advanced ActionScript techniques around. Be warned—this section is not for the faint-hearted! Section three takes a look at Flash MX's greatly improved visual, audio andaudiovisual capabilities. Its three chapters, written by Jez Turner and Alex White, concentrate on building a single site aimed at displaying rich media content. The final section is devoted to expounding a few myths about dynamic content using Flash. Its four chapters talk about general practice, before focusing in on specific areas, including introductions to PHP and XML, together with a look at Macromedia's brand new ColdFusion MX.