Abstract: The present disclosure provides a method for identifying and representing potential next positions based on current position of user of an opportunity network system, the method including: (a) collecting and pre-analysing a comprehensive database of resumes or profiles of users, (b) extracting normalized entity information from resumes or profiles about backgrounds of users, (c) normalizing of the entity information of the users using at least one of machine learning techniques or statistical techniques to obtain normalized entity information, (d) identifying a comprehensive set of possible subsequent positions for the user based on the current position, (e) generating a position-detail profile for one or more of possible subsequent positions based on the profiles of people who are currently in that position or who may have previously worked at the position, and (f) determining a degree of match between resume or profile information of the user and at least one the position-detail profile of the target positi

Abstract: The present disclosure provides a method for identifying, ordering, and contacting candidates for a target position based on a position detail profile for the target position. The method includes determining a position detail profile for the target position based on background details of users currently in a role corresponding to the target position, automatically determining a set of position-detail keywords for a search query to find one or more candidates for the target position, automatically prioritizing the set of position-detail keywords based on at least one of a frequency of occurrence of the keywords in the background details of the users currently to obtain a prioritized set of keywords, executing a search query based on the prioritized set of keywords to obtain a candidate list, determining a compatibility score between candidates in the candidate list, ordering the candidate list based on the compatibility scores of candidates.

Abstract: A system is described for integrating a search engine and one or more social network resources. The system operates by determining whether a search operation being conducted by a user warrants interaction with a social network resource. If so, the system may provide an invitation to the user to forward a query-related message to the social network resource. The system then sends the message to a group of contacts via the social network resource, where the group of contacts can be defined in various ways. The system receives a response from at least one contact in the group of contacts and presents that response to the user using various delivery mechanisms, as governed by various delivery timings.

Abstract: An app in an app store may be associated with a statically or dynamically generated list of the app's features, modes, content, and/or target device. Different descriptions, icons, titles, and the like may be shown in the app store for each of those features, modes, and content. Based on the mapping and display of individual options, users may be enabled to purchase just one of those modes, features, and/or content. If a user finds one of the provided options and acts to acquire it, the app may start up in a mode tailored to the options (feature, mode, content) rather than activating in a generic way. App stores may limit a number of options per app that can appear in search results, to prevent result spamming by collapsing displayed results, limiting the actual number of displayed results, or filtering by user.

Abstract: The present disclosure provides a method for identifying, ordering, and contacting candidates for a target position based on a position detail profile for the target position. The method includes determining a position detail profile for the target position based on background details of users currently in a role corresponding to the target position, automatically determining a set of position-detail keywords for a search query to find one or more candidates for the target position, automatically prioritizing the set of position-detail keywords based on at least one of a frequency of occurrence of the keywords in the background details of the users currently to obtain a prioritized set of keywords, executing a search query based on the prioritized set of keywords to obtain a candidate list, determining a compatibility score between candidates in the candidate list, ordering the candidate list based on the compatibility scores of candidates.

Abstract: The present disclosure provides a method for identifying, ordering, and contacting candidates for a target position based on a position detail profile for the target position. The method includes determining a position detail profile for the target position based on background details of users currently in a role corresponding to the target position, automatically determining a set of position-detail keywords for a search query to find one or more candidates for the target position, automatically prioritizing the set of position-detail keywords based on at least one of a frequency of occurrence of the keywords in the background details of the users currently to obtain a prioritized set of keywords, executing a search query based on the prioritized set of keywords to obtain a candidate list, determining a compatibility score between candidates in the candidate list, ordering the candidate list based on the compatibility scores of candidates.

Abstract: The present disclosure provides a method for identifying and representing potential next positions based on current position of user of an opportunity network system, the method including: (a) collecting and pre-analysing a comprehensive database of resumes or profiles of users, (b) extracting normalized entity information from resumes or profiles about backgrounds of users, (c) normalizing of the entity information of the users using at least one of machine learning techniques or statistical techniques to obtain normalized entity information, (d) identifying a comprehensive set of possible subsequent positions for the user based on the current position, (e) generating a position-detail profile for one or more of possible subsequent positions based on the profiles of people who are currently in that position or who may have previously worked at the position, and (f) determining a degree of match between resume or profile information of the user and at least one the position-detail profile of the target positi

Abstract: A method of communicating messages between a sender and a recipient using a communications protocol over a data network, which includes: (a) receiving communication preferences specified by the recipient that includes constraints required to be met for delivery of a message, (ii) publishing the profile with visible preferences from the communication preferences of the recipient when the sender selects the recipient to send the message, (iii) processing a request received from the sender to send the message to the recipient, (iv) generating a customized message form based on the communication preferences of the recipient to enable the sender to compose the message, (v) providing an indication to the sender if any of the constraints are not met, and (vi) delivering the message to the recipient when the constraints specified by the recipient and any constraints applied by a messaging system are met by the message.

Abstract: A method of communicating messages between a sender and a recipient using a communications protocol over a data network, which includes: (a) receiving communication preferences specified by the recipient that includes constraints required to be met for delivery of a message, (ii) publishing the profile with visible preferences from the communication preferences of the recipient when the sender selects the recipient to send the message, (iii) processing a request received from the sender to send the message to the recipient, (iv) generating a customized message form based on the communication preferences of the recipient to enable the sender to compose the message, (v) providing an indication to the sender if any of the constraints are not met, and (vi) delivering the message to the recipient when the constraints specified by the recipient and any constraints applied by a messaging system are met by the message.

Abstract: A user can access a searching component that allows the user to enter search terms to search for commands associated with a computer program. Some specific embodiments pertain to methods for supporting user access to the searching component, to methods for processing search terms submitted by the user, and to methods for guiding the user in terms of their formulation and selection queries. Methods for generating, organizing and manipulating the search results are also provided.

Abstract: A user can access a searching component that allows the user to enter search terms to search for commands associated with a computer program. Some specific embodiments pertain to methods for supporting user access to the searching component, to methods for processing search terms submitted by the user, and to methods for guiding the user in terms of their formulation and selection queries. Methods for generating, organizing and manipulating the search results are also provided.

Abstract: An app in an app store may be associated with a statically or dynamically generated list of the app's features, modes, content, and/or target device. Different descriptions, icons, titles, and the like may be shown in the app store for each of those features, modes, and content. Based on the mapping and display of individual options, users may be enabled to purchase just one of those modes, features, and/or content. If a user finds one of the provided options and acts to acquire it, the app may start up in a mode tailored to the options (feature, mode, content) rather than activating in a generic way. App stores may limit a number of options per app that can appear in search results, to prevent result spamming by collapsing displayed results, limiting the actual number of displayed results, or filtering by user.

Abstract: Technologies are described herein for authoring, sharing, and consuming online courses. A lesson creation extension executing in conjunction with a presentation application can be utilized to create an augmented presentation document having one or more slides. A video recording of a presentation of the slides may be made and associated with the slides. Digital ink made on the slides may also be recorded. The slides might also be created to include quizzes, interactive labs, and other types of interactive content. The augmented presentation document can then be published to a portal system for sharing. A lesson player can be utilized to play back the lesson from the portal system. During playback, the recorded audio, video and digital ink are played back in synchronization by the lesson player.

Abstract: Architecture that automatically detects historical search contexts as well as behaviors related to a search query. Machine learning and hand-authored rules are employed to automatically identify search contexts. Historical information likely to be useful in the current context is surfaced. When a user enters a search query or executes another search behavior, past behaviors are exposed which are contextually related to the current behavior. The architecture also provides automatic discovery of historical contexts, features related to the contexts, and training or authoring of a system for classifying behavior into contexts, using some combination of the machine learning and/or hand-authored rules. A runtime system classifies the current user behavior into a context and surfaces contextual information to the user.

Abstract: In various embodiments, systems and methods are provided for facilitating enhanced advertisement display. In embodiments, an indication of an entity preference and a corresponding entity bid in association with an advertisement are received. Thereafter, the entity preference and the corresponding entity bid associated with the advertisement are provided for use in an advertisement auction when at least one search result for a query is associated with the entity preference. In such a case, the entity bid is used to participate in the advertisement auction.

Abstract: A computer program product automates and optimizes placement of advertising message campaigns on available publisher inventory to maximize an objective function while respecting predetermined contract requirements and constraints.

Abstract: System, method, computer program and computer program product automate and optimize process of placing advertising campaigns on available inventory. When visitor loads one of publisher's web pages, system will be queried for advertisement that should be shown. System periodically analyzes performance data to determine optimal allocations. When queried, identifies advertiser campaign and advertisement to be shown. Results of that visitor encounter are logged or recorded for future analysis. Determination of campaign placements may advantageously be a two-phase process. First, campaign is efficiently tested on the inventory most likely to produce good results. The testing module dynamically adapts, adjusting the amount of testing on different channels until a sufficient determination of the creative performance on different channels can be made. The second phase is the resource allocation. Campaign performance data and contractual constraints are formulated as a network problem.

Abstract: A user can access a searching component that allows the user to enter search terms to search for commands associated with a computer program. Some specific embodiments pertain to methods for supporting user access to the searching component, to methods for processing search terms submitted by the user, and to methods for guiding the user in terms of their formulation and selection queries. Methods for generating, organizing and manipulating the search results are also provided.

Abstract: Systems, methods, and computer media for personalizing a web page and for personalizing user search query results are provided. A request to view a web page, such as a user search query that produces a search result web page, is received from a computing device. A computing device identifier is detected. Device-specific data corresponding to the detected computing device identifier is accessed. Upon detecting at least one user identifier having an authentication state, user-specific data corresponding to the detected user identifier and authentication state is accessed. The web page is personalized based on at least one of the accessed device-specific data and the accessed user-specific data.

Abstract: A system is described for integrating a search engine and one or more social network resources. The system operates by determining whether a search operation being conducted by a user warrants interaction with a social network resource. If so, the system may provide an invitation to the user to forward a query-related message to the social network resource. The system then sends the message to a group of contacts via the social network resource, where the group of contacts can be defined in various ways. The system receives a response from at least one contact in the group of contacts and presents that response to the user using various delivery mechanisms, as governed by various delivery timings.