|Baynote, Inc. Patent applications|
|Patent application number||Title||Published|
|20150332372||System and Method for Context-Aware Recommendation through User Activity Change Detection - Example systems and methods for context-aware recommendation generation are described. In one implementation, item models are built using user preference data of multiple users and item information of multiple items. When a recommendation request corresponding to a user is received, the profile of that user is retrieved from the user profile database. Given the profile of the user and the item models, utility scores are then computed for the candidate items. Our system exploits a novel approach to detect any sudden and significant changes in the preference data of the given user. If a change is detected, the utility scores are adapted to prioritize the user's most recent preferences. The computed utility scores are used as the basis for ranking the items. A subset of items with highest scores is then selected as recommendations and is presented to the user.||11-19-2015|
|20130091001||Behavior-Based Online Deal Transactions - A system and method are provided for offering product deals to users based on the online behavior and other information of groups of users. This information associated with multiple users within groups and individuals having common interests in products to be purchased online and information associated with a finite set of data elements in the computer application are analyzed to determine a configuration of the data elements such that user access to relevant information and shopping deals is improved. In some embodiments, deals are offered to “swarms” of individuals with common interest and are made active upon acceptance of the deal by a minimum number of buyers. Deals may be automatically generated based on parameters defined by a vendor.||04-11-2013|
|20120311139||Method and Apparatus for Context-Based Content Recommendation - Starting with the people in and around enterprises, the expertise and work patterns stored in people's brains as exhibited in their daily behavior is detected and captured. A behavioral based knowledge index is thus created that is used to produce expert-guided, personalized information.||12-06-2012|
|20120102304||Behavior-Based Data Configuration System and Method - A system and method are provided for configuring data elements in a computer application such as menu items, links to purchase products, options, links to information, and user commands based on the behavior of users in the application. Information associated with the behavior of multiple users and information associated with a finite set of data elements in the computer application are analyzed to determine a configuration of the data elements such that user access to relevant information is improved.||04-26-2012|
Patent applications by Baynote, Inc.