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collaborative filtering

   Also found in: Acronyms, Wikipedia 0.01 sec.
collaborative filtering
Also known as "social filtering" and "social information filtering," it refers to techniques that identify information a user might be interested in. There are different kinds of algorithms used, but the basic principle is to develop a rating system for matching incoming material. "Collaborative" means that a group of people interested in the subject define their preferences in order to set up the system. Collaborative filtering is used to create "recommendation systems" that can, for example, enhance your experience on a Web site by suggesting music or movies that you might like. See collaborative software and music recommendation service.


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Systems like the auto-tagging music algorithms developed at UCSD could be useful in filling in the "blind spots" in Genius and other collaborative filtering systems that rely on the wisdom of the masses to generate playlists.
In its contextual form, the system can mine the data using collaborative filtering techniques to provide personalized recommendations of web sites to an individual user.
A sampling of topics: the mechanism design of traffic BOT (build, operate, and transfer) project auction, laws on support counts of apriori algorithm candidates, a peer-to-peer based distributed collaborative filtering architecture, a precontract-based transaction handing method in workflow, a production management system for clothing enterprises, and a distance measurement system based on binocular stereo vision.
 
 
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