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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 tagsVolksWagen Golf and Jetta Routine Maintenance and Servicing ManualThis VolksWagen Golf and Jetta Routine includes the Air cleaner element renewal Air conditioning system check Alternator, power steering pump and air conditioner compressor drivebelt(s) check Antifreeze concentration check Automatic transmission and final drive fluid renewal Automatic transmission fluid level check Battery electrolyte level check Brake check Brake fluid renewal Brake pad and rear shoe lining check Clutch operation check Contact breaker point renewal and adjustment Contact breaker point check CV joint and boot check Engine oil and filter renewal Exhaust system check Fluid leakage and engine electrical system check Fuel and brake line, hose and union check Fuel filter renewal Fuel system control linkage check Gearbox oil level check Headlight beam alignment check Hinge and catch lubrication Ignition timing check Intensive maintenance Introduction Light, direction indicator and horn check Lock, hinge and latch mechanism check Seat belt check Slow running adjustment Spark plug renewal Steering gear check Sunroof guide rails cleaning and lubrication Suspension check Timing belt renewal Valve clearance check Vehicle underbody check Servicing specifications Refer to the end of “Weekly checks” Champion C101/C160 Lubricants, fluids and capacities Engine Oil filter Valve clearances 1.05 and 1.3 litre engines - pre August 1985: Warm: Inlet Exhaust Cold: Inlet Exhaust Hydraulic tappet free travel 1.05 and 1.3 litre - post August 1985, 1.6 and 1.8 litre (Maximum travel) 0.15 to 0.20 mm 0.25 to 0.30 mm 0.10 to 0.15 mm 0.20 to 0.25 mm 0.1 mm 50 % antifreeze (by volume) with water 5.0 to 10.0Nissan Outboard Motors Owners Operating Manual PDFThis Nissan instruction provides special information to facilitate the use or maintenance of the outboard or to clarify important points. EMERGENCY STOP SWITCH The stop switch will cut off the engine when the stop switch line is pulled out. This line can be attached to the body of the operator, effectively preventing injuries from the propeller m casehe/shefalls overboard. We highly recommenduseof the stop switch line becauseit can save the life of the operator if somerhingsbad happens.However, we would also like to point out the drawbacksof the switch. Accldental acbvation of the switch (such as the line being pulled out in heavy seas) could causepassengers lose their balance to and even fall overboard, or it could result in lossof power in heavy seas,strong currents, or high winds. Loss of control while mooring is another potential hazard~ To prevent such hazardoussituations.the 500 mm line is coiled and can extend to a full 1,300 mm. WARNINGS As the operator/driver of the boat, you are responsiblefor the safety of those aboard and those m other crafts around yours, and for following local boating regulations. Therefore you should possess thorough knowledge of correct operation of the boat, its accessories, the engine.To learn about the correct operaand tion and maintenanceof the engine, pleaseread through this manualcarefully. It is very difficult for a person standing or floating in the water to take evasive action should he or she seea power boat heading in his/her direction, even at a slow speedy Therefore, when your boat is inThinkPad Z60t PDFAccess Connections Active. Protection System PS/2 Rescue and. Recovery ThinkLight ThinkPad. ThinkVantage TrackPoint Ultrabay. UltraConnect. UltraNav IBM IBM …
No more information for this ThinkPad Z60t PDF just download itOpenOffice.org 2.x Setup GuideThis document is designed to provide users with instructions on installing OpenOffice.org 2.x and its successors on their systems.
Starting with OpenOffice.org 2.x, installation is done using the native installers available on each system. This means that installation only requires that you unpack the download image and then launch the local tool.
Using the native installers will provide better upgrades et cetera. Language packs are mostly available from each Native Language Community and may also be available from http://oootranslation.services.openoffice.org/pub/OpenOffice.org/ plus the appropriate release.
RPM-based Installation
1. Unpack the downloaded image into a directory. For example,Currently, the following command would unpack into the current directory: tar xvzf Ooo_2.0.xxx_LinuxIntel_install.tar.gz .
1. su to root, if necessary.
2. cd into the directory with the unpacked image. This could be RPMS.
3. Then execute rpm -Uvh *rpm for the standard installation in /opt. If you prefer to install in another directory, try rpm -Uvh --prefix // *.rpm or something similar. When relocating, only relocate the base rpms, in other words, do not include any user interface RPMs as these must go in their default locations for proper system integration.
Note: Upgrade the core first and then upgrade the user interface. Separating steps 3 and 4 ensures a good upgrade.
4. cd into the desktop-integration directory and execute rpm -Uvh for the menu rpm that applies to your system. For example, on a RedHat-based system, you would use rpm -Uvh openoffice.org-redhat-menus-.noarch.rpm or similar.
5. Download and install any language packs needed for OpenOffice.org. For example, if you relocated Openoffice.org, you need rpm -Uvh --prefix ///Tuning Instructions for Harley-Davidson CarburetorsThis tuning manual is for Harley-. Davidson only! If you have any questions orproblems..
Download PDFToyota Camry Hybrid 2007 Model Manual Ebook2007 Model Year CAMRY Hybrid. This guide is intended to assist emergency responders in the safe. handling of a Toyota CAMRY Hybrid vehicle during an..
Source from www.toyota.ca
Download this PDF Toyota Camry Hybrid 2007 Model Manual EbookEclipse CDT TutorialEclipse is a framework for IDEs. It provides the infrastructure for the IDE, and then the IDE is completed by using a plug-in for a particular programming language. Plug-ins exist for Java (which was its first application), C/C++, Python, Perl and many others. Eclipse is multi-platform, runnable on Linux, Windows , etc. Eclipse came out of the Websphere project at IBM. Though the Eclipse project is now fully open-source, it is still strongly supported by IBM. In this tutorial, we will describe in step by step how to edit, compile and execute a C project using Eclipse in your EPS 254 lab computer.
Step 1: Staring Eclipse Log in to the Linux side of your machine. Start up Eclipse by typing eclipse in a command window. A Workspace Launcher window will appear as shown in Fig.1 which will ask you to specify a directory to use. Choose your working directory and select OK.
Download Eclipse CDT TutorialInstallation Instruction BMW Parts and Accessories – Park Distance Control (PDC), front and rear BMW 7 Series (E 38)These installation instructions are only for use within the BMW dealer organisation. The installation time is approx. 5.5 hours but may vary depending on the condition of the car and the equipment in it. Specialist knowledge of BMW cars is required for the installation work. All work is to be completed using the latest BMW
– Repair instructions,
– Circuit diagrams,
– Service manuals,
– Work instructions,
– Diagnostics manuals
In a rational sequence using the prescribed tools (special tools) and pursuant to the relevant health and safety regulations. General notes All work is shown for a left-hand drive model. On right-hand drive models some of the work must be completed the opposite way round. If the specified PIN slots are already in use, bridges, double crimps or parallel end stops are to be used. Deburr drilled holes and treat them with the anti-corrosive action prescribed by BMW. Safety notes To prevent faults, make sure that you use the exact installation routes for the wiring harnesses in the car. Under no circumstances should you use so-called “Scotchlock connectors” since they may cause faults in the vehicle’s electrical system. If you have no alternative but to use these connectors, only the designs approved by BMW may be used. Ensure that the cables are not kinked or damaged when they are installed in the car since otherwise, this too may cause faults which then require a great deal of work for their localisation.The costs incurred as a result of this will not be reimbursed by BMW.
Download BMW PartsFacebook? Open? Platform? Release? NotesFacebook Open Platform (fbOpen) is a snapshot of the infrastructure that runs Facebook Platform. It includes the API infrastructure, the FQL parser, the FBML parser, and FBJS, as well as implementations of many common methods and tags. We’ve included samples and some dummy data to help you get started fast. Facebook Open Platform also has extensibility points built in so you can add your own functionality, such as your own FBML tags, API methods, and so forth.
We hope this release is a starting point to help you more easily debug and optimize your applications, build tools that will help other developers and strengthen the ecosystem as a whole, and generally understand Facebook Platform more deeply.
If you find a bug, please submit it to the Facebook Open Platform product category at http://bugs.developers.facebook.com/. We encourage you to give us feedback and to share your thoughts with other developers in the Facebook Platform Developer Forum at http://forum.developers.facebook.com/. Other open source projects that already exist for Facebook Platform are listed at http://wiki.developers.facebook.com/index.php/Open_source_projects.
What’s Included
The fb-open-platform.tar.gz archive contains the tools necessary to implement Facebook Open Platform -- including the API, FBML (Facebook Markup Language), FBJS (Facebook JavaScript) and FQL (Facebook Query Language) -- in your own environment. The archive contains the following files and top-level directories:
• A README file.
• An html directory, which contains the framework for the Facebook Open Platform API REST server, an XML schema, and the PHP client libraries for Facebook Open Platform. There are also sample files, for a canvas page and