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Resolving Tag AmbiguityTagging is an important way for users to succinctly describe the content they upload to the Internet. However, most tag-suggestion systems recommend words that are highly correlated with the existing tag set, and thus add little information to a user’s contribution. This paper describes a means to determine the ambiguity of a set of (user-contributed) tags and suggests new tags that disambiguate the original tags. We introduce a probabilistic framework that allows us to find two tags that appear in different contexts but are both likely to co-occur with the original tag set. If such tags can be found, the current description is considered “ambiguous” and the two tags are recommended to the user for further clarification. In contrast to previous work, we only query the user when information is most needed and good suggestions are available. We verify the efficacy of our approach using geographical, temporal and semantic metadata, and a user study. We built our system using statistics from a large (100M) database of images and their tags.
Tags are an important part of today’s multimedia databases. They are often contributed by users when they submit an image or video and form a key part of the search experience. Content-based multimedia search remains out of reach, and a simple tag like “Tokyo” provides more information than we can possibly glean from content-based algorithms. Thus, making it as easy as possible for users to enter tags alongside multimedia content is important. This work addresses the problem of eliciting high-quality tagsKyocera Smartphone User's GuideThe Kyocera Smartphone. User's Guide. for the QCP 6035 smartphone. by Kyocera..... Kyocera QCP 6035 Smartphone User's Guide. To make a call from the Dialer
Download PDFAudi A4 Service Manual 1996 - 2001 PDFThe Audi A4 Repair Manual: 1996-2001 is coming soon! Covers Audi A4 models built. ontheAudi "B5" platform. Doesnot include AudiS4(sports model).
Audi A4 Service Manual: 1996-2001 1.8L turbo, 2.8L, including Avant and quattro
Retail price: $109.95
Bentley Stock No. A401
ISBN 0-8376-0371-4
Audi Literature Number: W42AUA4962001RM 1524 pages, 4261 photos, illustrations, and diagrams Softcover, 8-3/8? by 11?
Bentley Publishers
established 1950
Information that makes the difference?
BentleyPublishers www.BentleyPublishers.com ?email: sales@bentleypublishers.com Bentley Publishers, 1734 Massachusetts Avenue, Cambridge, MA 02138-1804 USA Tel: 617-547-4170 ?Toll Free: 800-423-4595 ?Fax: 617-876-9235 Detailed exploded views including engine air filter replacement.
Download Audi A4 Service Manual 1996-2001 PDF BookWorkCentre 4118 Evaluator GuideThe WorkCentre® 4118 multifunction system is a copier-based black and white multifunction system that helps busy small offices and workgroups save space by consolidating multiple devices into a single, small package – without losing functionality. This entry-level multifunction system delivers a strong range of features and capabilities at an affordable price. The WorkCentre 4118 multifunction system delivers the right level of functionality for your small office or workgroup. It features rich copying and printing capabilities, as well as fax and colour scanning.
The WorkCentre 4118 delivers the following benefits to customers:
Designed for Small Offices
• Affordable, desktop device easily fits into space-constrained environments
• Easy to learn and use copy/print/fax/scan features
• Grows with your needs – add paper trays and a cabinet stand to regain desktop space
• Easy to install and manage, even without IT resources.
Robust Copier-Based Design
• 17 ppm copying and printing speed, up to 600 x 600 dpi resolution (up to 1200 dpi for print jobs)
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• 40-sheet automatic document feeder (ADF) reduces time spent on long copy and scan jobs
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Big Office Features
• 650-sheet standard paper capacity (1,200-sheet maximum), up to 8,000-image toner capacity to minimise user interventions
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• 3 secondA Short History of the ComputerThe history of computers starts out about 2000 years ago, at the birth of the abacus, a wooden rack holding two horizontal wires with beads strung on them. When these beads are moved around, according to programming rules memorized by the user, all regular arithmetic problems can be done. Another important invention around the same time was the Astrolabe, used for navigation. Blaise Pascal is usually credited for building the first digital computer in 1642. It added numbers entered with dials and was made to help his father, a tax collector. In 1671, Gottfried Wilhelm von Leibniz invented a computer that was built in 1694. It could add, and, after changing some things around, multiply. Leibniz invented a special stepped gear mechanism for introducing the addend digits, and this is still being used.
The prototypes made by Pascal and Leibniz were not used in many places, and considered weird until a little more than a century later, when Thomas of Colmar (A.K.A. Charles Xavier Thomas) created the first successful mechanical calculator that could add, subtract, multiply, and divide. A lot of improved desktop calculators by many inventors followed, so that by about 1890, the range of improvements included:
Accumulation of partial results
Storage and automatic reentry of past results (A memory function)
Printing of the results
Babbage
While Thomas of Colmar was developing the desktop calculator, a series of very interesting developments in computers was started in Cambridge, England, by Charles Babbage (left, of which the computer store "Babbages" is named), a mathematics professor. In 1812,AjaxScope: A Platform for Remotely Monitoring the Client-Side Behavior of Web 2.0 ApplicationsThe rise of the software-as-a-service paradigm has led to the development of a new breed of sophisticated, interactive applications often called Web 2.0. While web applications have become larger and more complex, web application developers today have little visibility into the end-to-end behavior of their systems.
This paper presents AjaxScope, a dynamic instrumentation platform that enables cross-user monitoring and just-in-time control of web application behavior on end-user desktops. AjaxScope is a proxy that performs on-the-fly parsing and instrumentation of JavaScript code as it is sent to users’ browsers. AjaxScope provides facilities for distributed and adaptive instrumentation in order to reduce the client-side overhead, while giving fine-grained visibility into the code-level behavior of web applications. We present a variety of policies demonstrating the power of AjaxScope, ranging from simple error reporting and performance profiling to more complex memory leak detection and optimization analyses. We also apply our prototype to analyze the behavior of over 90 Web 2.0 applications and sites that use large amounts of JavaScript.
In the last several years, there has been a sea change in the way software is developed, deployed, and maintained. Much of this has been the result of a rise of software-as-a-service paradigm as opposed to traditional shrink-wrap software. These changes have lead to an inherently more dynamic and fluid approach to software distribution, where users benefit from bug fixes and security updates instantly and without hassle. As our paper shows, this fluidity also creates opportunities for software monitoring. Indeed, additional monitoring code can be seamlessly injectedHolden Astra Convertible and SRi Hatch 2.2 Litre ManualGood handling and brakes Lively performance Equipment levels (SRi hatch) Better rear passenger and load space than Convertible (Convertible) Stylish appearance Hood quality and operation WORST (Both) Notchy manual gearchange (SRi hatch) Rear spoiler causes a vision blind spot (Convertible) Blind spots to rear corners with hood erect Restricted luggage space central locking with an immobiliser. There’s a Blaupunkt stereo system with a single CD player and remote controls on the leatherwrapped tilt and telescopic steering wheel. The SRi shares much of the Convertible’s equipment but misses out on its side airbags, its electronic stability program (ESP), its full leather trim, its heated front seats and its trip computer.
BODY AND FINISH:
The Astra convertible is built by design specialists Bertone in Italy, and their work is impressive both from the car’s good looks and the quality of the conversion. The power-operated soft-top has triple fabric layers for better heat and sound insulation, and has a scratch-resistant (and heated) glass rear window. There is also a detachable windbreak screen that clips in behind the front seats. The soft-top can be raised or lowered from outside the car via the remote key, or by a button on the console. I’ve driven the Convertible during inclement weather and the hood proved to be both weathertight and free of undue wind noises. The Convertible’s body also impresses as being much stiffer than some other convertibles, with a pleasing absence of scuttle shake over rough surfaces. Compared to the standard Astra hatchbacks, the SRi version getsHow to create, save, and upload Microsoft Word documents as Web pagesWriting documents in Microsoft Word™ is convenient and produces good looking results, but posting these documents to web sites presents a problem. Students who do not have a copy of Word installed can not view the documents. When a person without Word left-clicks on the link to the word document, they will be prompted to download the doc as a file. If they figure out how to download it and then try to open it, they will be presented with several unfriendly looking windows asking them how to open the file. This is more than enough to scare off the average student.
Fortunately, there is an easy way to make Word convert documents into web friendly HTML pages. HTML pages can be viewed in any modern web browser and students do not need Microsoft Word™ to view them. This document covers creating a web friendly Word document, converting the word document into a web friendly HTML file, and uploading that file to a Blackboard Vista course.
A guide to creating web friendly Word documents
Most basic word documents translate very well into web friendly HTML files with little to no modification, but there are a few guidelines that it helps to follow while writing the Word doc.
Some Word elements translate easily into web pages. Try to use these elements to format your pages as much as possible. Elements that work well for the web include:
• Alignment (left, right, centered).
• Bold and italics. Try to avoid using underline if possible.
• Font size and color.
•iseemedia Photovista Panorama Macintosh Users GuidePhotovista is an easy-to-use program that lets you create spectacular 360° panoramic images in a snap. When you view these panoramas, you get the experience of being totally immersed in a photo-realistic environment. You can use Photovista panoramas in a variety of ways: ” Share with family and friends ” In Web pages ” For high-end photography and CD-ROM content ” As part of immersive environments created using Reality Studio”, such as real estate walk-throughs and art gallery tours You can shoot photos for a panorama using any camera and lens.
Photovista can even tell you how many photos to shoot with the type of lens you re using. In this chapter you ll find information about the Zoom Viewers, using this manual as well as using the Photovista online Help. Note: For more information and to purchase Reality Studio software, visit the iseemedia website at www.iseemedia.com. Share with family and friends In Web pages For high-end photography and CD-ROM content As part of immersive environments created using Reality Studio”, such as real estate walk-throughs and art gallery tours You can shoot photos for a panorama using any camera and lens. Photovista can even tell you how many photos to shoot with the type of lens you re using. In this chapter you ll find information about the Zoom Viewers, using this manual as well as using the Photovista online Help. Note: For more information and to purchase Reality Studio software, visit the iseemedia website at www.iseemedia.com. Panoramic view stitched withAudi A6 Avant Quick Reference Guide ManualThis PDF Manual Audi A6 Avant Quick Reference Guide includes the Safety Seat belts must be worn on every journey, even on short trips in town. This applies to the front and rear seats. To ensure that the seat belts, belt tensioners and airbags are fully effective, note the following points: Adjust seat and sit in correct position The front seats should not be positioned too close to the steering wheel or dashboard. Main- tain a distance of at least 25 cm from the steering wheel.
It is important to sit in a normal, up-right position and set the back- rest so it is fully against your back. The top of the head restraint should be at eye level (or higher). Put your feet in acomfortable position in the foot- well. Audi A6 Owner’s Manual…
Download Audi A6 Avant Quick Reference Guide Manual
