Abstract: An object of interest in an augmented reality view within a display of an augmented reality device is identified. A location of the object of interest is determined. A plurality of markers related to the object of interest is received. Metadata information associated with each of the plurality of markers is received. The metadata includes an indication of a location of an author of the marker at a time of authorship of the marker. The location of each of the plurality of markers is determined based upon the metadata information. A distance measure between the location of each of the plurality of markers and the location of the object of interest is determined. The plurality of markers are de-duplicated to form a subset of the plurality of markers based upon the determined distance measures. The subset of markers are sent to the augmented reality device.

Abstract: Aggregating virtual reality (VR) sessions includes supporting a plurality of requests for a VR session. Further, aggregating VR sessions includes determining a similarity between a first VR request and a second VR request. Still further, aggregating VR sessions includes merging a first VR environment supporting the first VR request and a second VR environment supporting the second VR request.

Abstract: A method, system and computer program product for displaying content without obscuring key details on a computer screen. After the computing system detects the display of overlapping application windows, objects in the application windows are detected using an object recognition service. A determination is then made as to which of these detected objects correspond to objects that are being focused by the user, will be focused by the user and/or have been focused by the user based on the tracking of the eye gaze of the user and/or prior recorded patterns of activity. A score may then be generated for each of these focused objects indicating a level of obstruction using the location of the focused objects, the location of overlays and/or prior recorded patterns of activity. An optimal layout of the overlapped application windows is determined in response to the score for the focused object(s) exceeding a threshold value.

Abstract: Disclosed embodiments provide techniques for identifying gaps in health management data, and combining an estimated data subset with the health management data to fill in gaps in the health management data. The health management data can be derived from a wearable electronic fitness tracking device such as a smart watch or pedometer. The estimated data subset can be derived based on historical data for the individual, average data for a demographic group, crowdsourced, or estimated based on user profile information, and/or portable electronic device information, such as from a smartphone belonging to a user. The estimated data subset is combined with the health management data to form a revised health parameter dataset. The estimated data subset may be sent to a wearable electronic fitness tracking device, which causes the wearable electronic fitness tracking device to initiate a fitness program adjustment based on the revised health parameter dataset.

Abstract: In a computer system implemented method for generating an authorized response to a message in a network, the computer system detects a message sent by an originator via a network. The computer system selects a group of users to contribute to the authorized response to the message based on the computer system analyzing the message. Users selected by the computer system are notified that they are selected to contribute to the authorized response. The computer system receives input data for the authorized response from respective ones of the users of the group and generates the authorized response based on the input data. The computer system sends the authorized response to the originator via the network.

Abstract: Confusion reduction in an online social network. A method identifies elements in social media message content, determines, based on the identified elements, a plurality of candidate audiences to which the social media message content is potentially targeted, indicates, to a user, the plurality of candidate audiences and suggested additional elements to apply to the social media message content to tailor the social media message content to a target audience of the plurality of candidate audiences, and modifies the social media message content with one or more additional elements of the suggested additional elements, the modifying adding the one or more additional elements to the social media message content and targeting the social media message content to the target audience.

Abstract: A method for modeling and analyzing online communications is provided. The method may include detecting at least one online conversation. The method may also include extracting a plurality of conversation elements associated with the at least one online conversation. The method may further include generating at least one conversation graph based on the extracted plurality of conversation elements. Additionally, the method may include analyzing the at least one generated conversation graph. The method may also include extracting a plurality of data associated with the at least one analyzed conversation graph. The method may further include sending the extracted plurality of data and the at least one analyzed conversation graph to one or more processing systems to present to at least one user.

Abstract: In a computer system implemented method for generating an authorized response to a message in a network, the computer system detects a message sent by an originator via a network. The computer system selects a group of users to contribute to the authorized response to the message based on the computer system analyzing the message. Users selected by the computer system are notified that they are selected to contribute to the authorized response. The computer system receives input data for the authorized response from respective ones of the users of the group and generates the authorized response based on the input data. The computer system sends the authorized response to the originator via the network.

Abstract: An approach is provided for an information handling system that includes a processor and a memory to analyze documents. In the approach, an electronic document is received with the document including content, such as text, and revision metadata that is associated with the content. The revision metadata is analyzed and the approach identifies a confidence level based on the analysis. The confidence level is associated with the electronic document content. The confidence level can then be utilized by a Question and Answer (QA) system.

Abstract: According to one embodiment, a method, computer system, and computer program product for improving a user's dwell time on streaming media is provided. The present invention may include receiving user information; receiving access to a media stream; analyzing the media stream for stream information; evaluating user activity for abandonment; predicting, based on user information, stream information, and user activity, likely points of abandonment; identifying, based on user information and stream information, points of interest within the media stream; generating, based on the points of interest, the likely points of abandonment, or the user activity, one or more interactive elements, where the one or more interactive elements inform the viewer of the one or more points of interest.

Abstract: A method, system and computer program product for improving management and performance of an employee. An indication of a goal sponsored by an owner, such as a manager, is received. After receiving an indication of a user subscribing to the goal sponsored by the owner, communications (e.g., posts) on the social network involving the subscribed user that include a tag designating the goal may be monitored. Upon detecting a completion of the goal by the subscribed user in the monitored communications, a pattern of steps (e.g., “prepare,” “review” and “finish”) to accomplish the goal is determined based on the monitored communications. The pattern may then be used to recommend actions to other users subscribed to the goal concerning accomplishing the goal based on the pattern. Furthermore, the owner may receive indications as to the progress of the user in accomplishing the goal based on the pattern.

Abstract: An approach is provided for an information handling system that includes a processor and a memory to analyze documents. In the approach, an electronic document is received with the document including content, such as text, and revision metadata that is associated with the content. The revision metadata is analyzed and the approach identifies a confidence level based on the analysis. The confidence level is associated with the electronic document content. The confidence level can then be utilized by a Question and Answer (QA) system.

Abstract: A method, system and computer program product for improving management and performance of an employee. An indication of a goal sponsored by an owner, such as a manager, is received. After receiving an indication of a user subscribing to the goal sponsored by the owner, communications (e.g., posts) on the social network involving the subscribed user that include a tag designating the goal may be monitored. Upon detecting a completion of the goal by the subscribed user in the monitored communications, a pattern of steps (e.g., “prepare,” “review” and “finish”) to accomplish the goal is determined based on the monitored communications. The pattern may then be used to recommend actions to other users subscribed to the goal concerning accomplishing the goal based on the pattern. Furthermore, the owner may receive indications as to the progress of the user in accomplishing the goal based on the pattern.

Abstract: A method, computer program product, and system for identifying an orphan file in a shared database, wherein an owner of the orphan file no longer has access to the shared database, identifying an orphan file in a shared database, where an owner of the orphan file no longer has access to the shared database, surveying a group of one or more users, where surveying comprises a request to vote among the group for a new owner of the orphan file, and assigning ownership permission to a new owner among the one or more users within the group based on a result of the survey.

Abstract: A method includes receiving one or more updates in a social networking system corresponding to one or more topics, determining one or more constraints corresponding to the received one or more updates, updating a threshold value associated with each of the one or more determined user constraints, calculating a constraint score corresponding to each constraint of the one or more constraints, determining whether each constraint score meets a selected threshold value, and presenting the update responsive to determining that each constraint score meets a selected threshold value. A computer program product and computer system corresponding to the method are also disclosed.

Abstract: Correspondences in a social networking system are analyzed to determine at least one topic. An activity stream with the at least one topic is analyzed. A target audience for the activity steam is identified. The activity stream is analyzed according to a uniqueness and a relationship criteria to form an assessment. The assessment is analyzed to a predetermined action criteria. Performing an action responsive to determining the assessment satisfies the predetermined action criteria.

Abstract: Dynamic data loading of tabular data includes identifying a plurality of formulas within tabular data of a document, wherein the tabular data is arranged in cells. Using a processor, a hierarchy for the tabular data is determined according to cell dependencies defined in the formulas. Each of a plurality of different portions of the document is sent from a first computing system to a second computing system in an order determined from the hierarchy.

Abstract: Disclosed embodiments provide techniques for identifying gaps in health management data, and combining an estimated data subset with the health management data to fill in gaps in the health management data. The health management data can be derived from a wearable electronic fitness tracking device such as a smart watch or pedometer. The estimated data subset can be derived based on historical data for the individual, average data for a demographic group, crowdsourced, or estimated based on user profile information, and/or portable electronic device information, such as from a smartphone belonging to a user. The estimated data subset is combined with the health management data to form a revised health parameter dataset. The estimated data subset may be sent to a wearable electronic fitness tracking device, which causes the wearable electronic fitness tracking device to initiate a fitness program adjustment based on the revised health parameter dataset.

Abstract: The present disclosure provides an approach in which a domain corpus subset generator correlates documents from a document corpus to domain discernible attributes associated with domain corpus subsets. The domain corpus subset generator analyzes correlation results from the correlation and stores the documents into domain corpus subsets accordingly. In turn, a question-answer system utilizes documents included in a specific domain corpus subset to provide relevant and accurate answers to an input question.

Abstract: A method, a system and a computer program product are provided. At least one processing system receives information regarding a real world sound detected in an environment in which a virtual reality device is located. The at least one processing system identifies a source of the real world sound and provides a visual representation of the source of the real world sound in virtual reality content provided to the virtual reality device for presentation to a user in a virtual reality session.