Abstract: Disclosed are systems and methods for improving interactions with and between computers in content providing and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel framework that automatically labels and classifies incoming emails. The disclosed framework embodies a novel computerized taxonomy configured as a multi-tier, multi-label classification system. The first tier involves an offline grid classifier that has higher accuracy, and the second tier is an online classifier that classifies emails in real-time. Thus, the framework provides a novel approach to classifying messages based on a multi-tiered analysis, which is utilized for generating user profiles, delivering the messages, and the like.

Abstract: The present invention provides a method and system for generating search results including receiving a search request and accessing a corpus of data relating to web content to determine relevant content. The method and system includes determining at least one semantic object in the search results set and generating an object filter on the basis of the at least one semantic object. The method and system further includes generating a search result output display for the presentation of at least a portion of the search result set and active data links for one or more of the semantic objects and toggling the search result output display to present at least a portion of a subset of the search results set in response to selection of a given active data link, the subset including content having semantic object associated therewith.

Abstract: The present invention provides a method and system for generating search results including receiving a search request and accessing a corpus of data relating to web content to determine relevant content. The method and system includes determining at least one semantic object in the search results set and generating an object filter on the basis of the at least one semantic object. The method and system further includes generating a search result output display for the presentation of at least a portion of the search result set and active data links for one or more of the semantic objects and toggling the search result output display to present at least a portion of a subset of the search results set in response to selection of a given active data link, the subset including content having semantic object associated therewith.

Abstract: The present invention is directed towards systems and methods for predicting a frequency with which an advertisement displayed in response to a query will be selected. The method of the present invention comprises receiving analytics data associated with a display of one or more advertisements in response to one or more queries. One or more features associated with the one or more advertisements displayed in response to the one or more queries are identified. One or more functions are generated for predicting a frequency with which a given advertisement displayed in response to a query will be selected using the analytics data and features associated with the one or more advertisements displayed in response to the one or more queries.

Abstract: This document discusses, among other things, systems and methods for implementing at least partially automated customer relationship management (CRM) distributed across various enterprises or entities. Such entities may include an anchor or affinity enterprise vending a “whole product” to consumers, and various secondary or tenant enterprises vending components of the whole product. Such entities may also include a reseller or other value-adder as the affinity enterprise, and the product manufacturer as the secondary enterprise. By providing a distributed CRM content provider, documentation or other content can be substantially independently created, managed, and/or updated by the particular entity most capable of doing so. Autocontextualization of documents and/or user-provider dialog to concepts allows efficient and inexpensive content management.