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METHODS AND SYSTEMS FOR MODIFYING A USER PROFILE FOR A RECOMMENDATION ALGORITHM AND MAKING RECOMMENDATIONS BASED ON USER INTERACTIONS WITH ITEMS
METHODS AND SYSTEMS FOR MODIFYING A USER PROFILE FOR A RECOMMENDATION ALGORITHM AND MAKING RECOMMENDATIONS BASED ON USER INTERACTIONS WITH ITEMS
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机译:基于用户与项目的交互来修改用户配置文件的推荐算法和进行推荐的方法和系统
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摘要
Methods and apparatus for modifying a user profile for a recommendation algorithm are provided. A user is provided with electronic access to an item. The item may comprise one of a document, an article, a chart, a graphic, a report, a web page, or the like. User interaction with the item is enabled. The user interaction with the item is then electronically tracked and stored. The user's user profile used by a recommendation engine is then modified based on the tracked user interactions. The user interaction may comprise at least one of annotating, highlighting, modifying, customizing, adding comments to the item, and the like. The user modified item can be saved and details of the user interaction with the item may be used to modify the user profile. At least one of items or peer recommendations can then be provided to the user based on the modified user profile.
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