Abstract: A system for providing account compensation includes an interface and a processor. The interface is configured to receive a set of activity events associated with a user. The processor is configured to: determine a user compensation event from the set of activity events; determine a stakeholder associated with the user compensation event; determine an attention level associated with the user compensation event; determine a value for the user compensation event based at least in part on the stakeholder and the attention level; and provide an indication to compensate an account associated with the user by a compensation amount corresponding to the value.

Abstract: A method and apparatus is disclosed herein for generating contextualized feeds. The method of generating contextualized feeds comprises receiving context data from a user. The method further comprises generating contextualized feeds based on the context data, as the context data is received. The method, in one embodiment, includes receiving a selection of one or more of the contextualized feeds from user, the selected feeds to be displayed with content entered by the user.

Abstract: A method and apparatus is disclosed herein for generating contextualized live auction feeds. The method of generating contextualized live auction feeds comprises receiving context data from a user. The method further comprises utilizing the context data received from the user to search auctions. The method, in one embodiment, includes generating contextualized live auction feeds for an auction based on the context data.

Abstract: A system and method is described for controlling the provision of advertising presented to an end user in a feed of news content that is delivered from a publisher to an end user, wherein the system comprises: one or more advertisements which each possess a unique identifier that has been attributed by the publisher; reader software deployed in the system to analyse the delivered feed of news content and the one or more advertisements, wherein the reader software is adapted to ensure that any duplication of the one or more advertisements is identified by reference to the unique identifier of each advertisement; and wherein the reader software controls the presentation of news content and a predefined number of non-duplicate advertisements to the end user.

Abstract: A system and method of caching uses quality or value attributes, provided for example, by a recommender system or by a dynamical analysis of site accesses, which are attached to cached information to prioritize items in the cache. Documents are prioritized in the cache according to the relative value of their content. Value data may be provided from a recommender system which provides a value for a document according to user recommendations (using explicit recommendations) or from statistical analysis of site visits from unique users (implicit recommendations) or a combination of the two to identify the higher value documents.

Abstract: A system and method of caching uses quality or value attributes, provided for example, by a recommender system or by a dynamical analysis of site accesses, which are attached to cached information to prioritize items in the cache. Documents are prioritized in the cache according to the relative value of their content. Value data may be provided from a recommender system which provides a value for a document according to user recommendations (using explicit recommendations) or from statistical analysis of site visits from unique users (implicit recommendations) or a combination of the two to identify the higher value documents. The caching method may also be used to improve performance of a recommender system.

Abstract: A system and method of caching uses quality or value attributes, provided for example, by a recommender system or by a dynamical analysis of site accesses, which are attached to cached information to prioritize items in the cache. Documents are prioritized in the cache according to the relative value of their content. Value data may be provided from a recommender system which provides a value for a document according to user recommendations (using explicit recommendations) or from statistical analysis of site visits from unique users (implicit recommendations) or a combination of the two to identify the higher value documents. The caching method may also be used to improve performance of a recommender system.