摘要:
Information is automatically located which is relevant to source content that a user is viewing on a user interface without requiring the user to perform an additional search or navigate links of the source content. The source content can be, e.g., a web page or a document from a word processing or email application. The relevant information can include images, videos, web pages, maps or other location-based information, people-based information and special services which aggregate different types of information. Related content is located by analyzing textual content, user behavior and connectivity relative to the source. The related content is scored for similarity to the source. Content which is sufficiently similar but not too similar is selected. Similar related content is grouped to select representative results. The selected content is filtering in multiple stages based on attribute priorities to avoid unnecessary processing of content which is filtered out an early stage.
摘要:
Information is automatically located which is relevant to source content that a user is viewing on a user interface without requiring the user to perform an additional search or navigate links of the source content. The source content can be, e.g., a web page or a document from a word processing or email application. The relevant information can include images, videos, web pages, maps or other location-based information, people-based information and special services which aggregate different types of information. Related content is located by analyzing textual content, user behavior and connectivity relative to the source. The related content is scored for similarity to the source. Content which is sufficiently similar but not too similar is selected. Similar related content is grouped to select representative results. The selected content is filtering in multiple stages based on attribute priorities to avoid unnecessary processing of content which is filtered out an early stage.
摘要:
A requested content page is provided with additional relevant content that is dynamically generated. A page originally requested by a browser application is generated and examined to determine key words, address information, and other information for which relevant content may be retrieved. The other information may not be part of the original page content, but it can be the relation between the content page and other pages. The relevant content is determined based on the results of the content page examination. After retrieving the relevant content, the retrieved content is embedded into the requested content page and provided to the requesting user. The retrieved relevant content may be provided with the requested content page in a designated portion within the requested content page, near related content in the page, and/or displayed in response to user input as a pop-up window or in a preview pane. Relevant content can be determined, retrieved and embedded in a content page by a relevant content engine implemented as a server application, client application or browser application plug-in.
摘要:
A service provides an image collection as a visual preview of content pages having a link in or otherwise related to a current page. A first content page is provided to a user and may have one or more links to additional content pages. Each of the related content pages may have one or more images. Selected images of the one or more content pages are provided in an image collection. The images may be positioned in rows, columns, or some other manner within the collection. The image collection is prepared dynamically from related content pages when the current page is loaded and does not require any software in the currently content page to be changed as the linked content pages change.
摘要:
A digital document request can be received at a publisher computing environment from a client computing environment. A document requested by the digital document request can include an embedded content placeholder. A third-party embedded content request can be sent from a content broker computing environment (which may be the same as or different from the publisher computing environment) to an embedded content provider computing environment to request content for the embedded content placeholder. Content corresponding to the third-party embedded content request can be received at the content broker computing environment. In addition, the digital document can be sent from the publisher computing environment to the client computing environment, and the content can be sent from the content broker computing environment to the client computing environment. Advertisement selection can also be delegated to an advertisement selection delegate computing environment.
摘要:
An ad hoc business data exploration tool is disclosed, which provides guided access to the vast amount of data within a multidimensional database. The tool provides guided access by suggesting insights which may be of particular interest to the user based on a scoring of the insights and user feedback on desirable/undesirable insights. The present system works in conjunction with custom algorithms, as well as a conventional multidimensional database.
摘要:
Techniques for determining a set of keywords associated with a document are provided. A document is received that may be classified into a taxonomy that includes a plurality of categories. A categorization ranking is determined for each category for the received document. A set of categories of the taxonomy having highest categorization rankings is determined for the received document. Documents representing the set of categories having highest categorization rankings are combined together into a cumulative representative text that includes a plurality of terms. A cumulative term corpus importance score is determined for each term in the cumulative representative text. The cumulative term corpus importance score for a particular term indicates an importance of the particular term in a context of the cumulative representative text. A set of terms of the cumulative representative text having highest cumulative term corpus importance scores is selected to be keywords for the received document.
摘要:
Techniques for determining a set of keywords associated with a document are provided. A document is received that may be classified into a taxonomy that includes a plurality of categories. A categorization ranking is determined for each category for the received document. A set of categories of the taxonomy having highest categorization rankings is determined for the received document. Documents representing the set of categories having highest categorization rankings are combined together into a cumulative representative text that includes a plurality of terms. A cumulative term corpus importance score is determined for each term in the cumulative representative text. The cumulative term corpus importance score for a particular term indicates an importance of the particular term in a context of the cumulative representative text. A set of terms of the cumulative representative text having highest cumulative term corpus importance scores is selected to be keywords for the received document.
摘要:
A document may be classified by traversing a hierarchical classification tree and comparing the words in the document to words in documents representing the nodes on the classification tree. The document may be classified by traversing the classification tree and generating a comparison score based on word comparisons. The score may be used to trim the classification tree or to advance to another node on the tree. The score may be based on a scarcity or importance of individual words in the document compared to the scarcity or importance of words in the category. The result may be a set of classifications with scores for those classifications.
摘要:
Social influencers may be identified for specific usage contexts and for influencer type. Influencers may be categorized by mavens, connectors, salesmen, or other categories. Within each usage context, a unified data model may be used to collect data from multiple sources, including multiple social networks, as well as to collect data from different levels of influencers in each usage context. The relevance of various communication media as well as the frequency and quality of use of the media may be factors used to determine a person's effectiveness as a specific type of influencer within a usage context.