Abstract: According to the present invention, an internet target marketing system, method and computer program for distributing online advertising to viewers based upon the viewers' interests is provided. Specific embodiments according to the present invention can use an n-way matching of user's concepts of interest, advertiser's concepts and a currently viewed document to target advertising to the view of the current document. Some embodiments can generate a contextually sensitive advertisement for each page viewed in a browser, thereby associating an advertisement with every page in a document. Specific embodiments can associate advertising with documents that are substantially free of embedded advertisements, for example. Alternative embodiments can include embedded advertising, however.

Abstract: An internet target marketing system, method, and computer program for distributing online advertising to viewers based upon the viewers' interests is provided. The system, method, and computer program may involve identifying one or more document-related concepts derived from analysis of content of a web document capable of being displayed to the user, identifying one or more advertisement-related concepts relevant to an advertising, comparing the one or more document-related concepts to the one or more advertising-related concepts to determine a relevance, and selecting the advertising based on the relevance.

Abstract: Disclosed are a method and system of acquisition of user data to enhance a content targeting mechanism. A method includes acquiring a personalized user data ? available from an external source using an external access regulator authorization ?. The method further includes algorithmically selecting a targeted media content based on the personalized user data ?, and publishing the targeted media content through a display module.

Abstract: An internet target marketing system, method, and computer program for distributing online advertising to viewers based upon the viewers' interests is provided. Specific embodiments according to the present invention can use an n-way matching of user's concepts of interest, advertiser's concepts and a currently viewed document to target advertising to the view of the current document. Some embodiments can generate a contextually sensitive advertisement for each page viewed in a browser, thereby associating an advertisement with every page in a document. Specific embodiments can associate advertising with documents that are substantially free of embedded advertisements, for example. Alternative embodiments can include embedded advertising.

Abstract: An internet target marketing system, method, and computer program for distributing online advertising to viewers based upon the viewers' interests is provided. The system, method, and computer program may involve identifying one or more document-related concepts derived from analysis of content of a web document capable of being displayed to the user, identifying one or more advertisement-related concepts relevant to an advertising, comparing the one or more document-related concepts to the one or more advertising-related concepts to determine a relevance, and selecting the advertising based on the relevance.

Abstract: A novel system and method of predicting a user's rating of a new item in a collaborative filtering system is described. The invention incorporates social network information in addition to user ratings to make recommendations. The distance between users in the social network is used to enhance the estimate of user similarities for collaborative filtering. The social network can be constructed explicitly by users or deduced implicitly from observed interaction between users.