摘要:
The claimed subject matter relates to an architecture that can facilitate, enrich, or nurture relationships in a business enterprise environment. In particular, the architecture can construct a set of profiles associated with entities of the enterprise (e.g., employees, teams, departments, or the enterprise) based upon a wide range of transactions (e.g., behavior, activity, productivity, relationships, explicit or implicit feedback from collaborators . . . ) relating to the entity. Based upon these profiles, the architecture can determine a set of tasks and also identify advantageous relationships, wherein the tasks and relationships are deemed to facilitate accomplishing an objective to benefit the enterprise or entity. In addition, the architecture can nurture or cultivate the advantageous relationships by suggesting suitable behavior or performing opportunistic actions.
摘要:
The claimed subject matter relates to an architecture that can scale a content feed in terms of the amount of content delivered in order to facilitate satisfactory experiences in connection with a social network. In particular, the architecture can utilize a content feed to disseminate content between members of a network community, generally relative to a particular social circle of a given user. The architecture can maintain a personal space for the user and display to the personal space content provided by a content feed. Content provided to the personal space (as well as that retrieved from the personal space) can be scaled based upon a variety of commitment characteristics associated with the social circle. In addition, the architecture can employ smart dispersal of content and can intelligently acquire additional content from the user or import suitable settings from disparate users.
摘要:
The claimed subject matter relates to an architecture that can scale a content feed in terms of the amount of content delivered in order to facilitate satisfactory experiences in connection with a social network. In particular, the architecture can utilize a content feed to disseminate content between members of a network community, generally relative to a particular social circle of a given user. The architecture can maintain a personal space for the user and display to the personal space content provided by a content feed. Content provided to the personal space (as well as that retrieved from the personal space) can be scaled based upon a variety of commitment characteristics associated with the social circle. In addition, the architecture can employ smart dispersal of content and can intelligently acquire additional content from the user or import suitable settings from disparate users.
摘要:
The claimed subject matter relates to an architecture that can facilitate creation and management of an event-oriented transient network and can further manage decommission of the transient network. In particular, the architecture can construct temporary communities based upon a particular event, project, or activity; manage (e.g., filter, prioritize, or control) communications and content associated with the community; and disband the community by deconstructing the transient network according to an aging function that controls how the network decays. In addition, the architecture can leverage existing information (e.g. profile data) and content feeds associated with disparate social networking services or communities for the benefit of the temporary community.
摘要:
The claimed subject matter relates to an architecture that can facilitate creation and management of an event-oriented transient network and can further manage decommission of the transient network. In particular, the architecture can construct temporary communities based upon a particular event, project, or activity; manage (e.g., filter, prioritize, or control) communications and content associated with the community; and disband the community by deconstructing the transient network according to an aging function that controls how the network decays. In addition, the architecture can leverage existing information (e.g. profile data) and content feeds associated with disparate social networking services or communities for the benefit of the temporary community.
摘要:
A query processing system is described herein for personalizing results for a particular user. The query processing system operates by receiving a query from a particular user u who intends to find results that satisfy the query with respect to a topic Tu, the user being characterized by user information θu. In one implementation, the query processing system then produces a generic topic distribution Prr(T|q) associated with the query that is germane to a population of generic users, as well as a user-specific query-dependent topic distribution Pr(Tu|q,θu) for the particular user. The query processing system then produces personalized results for the particular user based on Prr(T|q) and Pr(Tu|q,θu). The query processing system can use multiple techniques to produce Pr(Tu|q,θu), such as, in one approach, a discriminative learning approach.
摘要:
Content management architecture for a portable wireless device. Caching and fetching techniques are provided to improve content handling for portable devices such as cellular telephones and portable computers. A search component automatically performs searches as a background process, and potentially desired content is received and cached by a content storing component to be available in the future when and if needed, mitigating latency associated with slow download speeds, refresh rates, and other system and/or network impediments. Content from background search results can be trickled into the device as part of the background process so as not to burden system resources for other processes. As part of memory management, aged and/or low priority or low interest content can be selectively removed or archived to increase available cache or memory space, as well as to maintain relevant content within the device. A presentation component facilitates presentation of the pre-stored content.
摘要:
Providing for generating an executive report of business or personal activity is described herein. By way of example, such executive report can identify a change and related cause with respect to a prior report. As a particular example, an inference engine can receive an activity report and reference prior reports to identify the change and related cause. A set of results containing such information can be provided to a synthesis component that can include and highlight such information in the executive report. In addition, additional sources of data can be referenced in order to include and/or customize the report to a particular individual, organization, culture, or the like. As described, aspects of the subject innovation can provide an executive report highlighting important aspects of data and tailoring those aspects to interests of one or more users.
摘要:
The subject disclosure is directed towards building one or more context and query models representative of users' search interests based on their logged interaction behaviors (context) preceding search queries. The models are combined into an intent model by learning an optimal combination (e.g., relative weight) for combining the context model with a query model for a query. The resultant intent model may be used to perform a query-related task, such as to rank or re-rank online search results, predict future interests, select advertisements, and so forth.
摘要:
A user's domain expertise may be estimated through several factors by monitoring different aspects of a user's interaction with a web browser. Based on the user's domain expertise, search results may be presented to the user that is commensurate with their expertise, resulting in a more efficient and productive on line session. A user's expertise in a knowledge domain may be determined from the user's behavior, including analyzing search queries, monitoring how the user navigates between and through websites, and analyzing the specific cites visited. As a user interacts with a browser, the user's estimated domain expertise may be updated and used to provide appropriate and useful search results. In many embodiments, a user may have different expertise levels for different technical domains.