Abstract: Providing a crowdsourced refinement of a response to a network query can include detecting an insufficient answer to a query posed by a user seeking information from a plurality of networked sources communicatively coupled with an electronic communications network. Demographic data corresponding to the user can be determined and a search initiated. The search is for a crowdsourced response to the query posed by the user. The search can be conducted over the electronic communications network and can be based on the demographic data corresponding to the user.

Abstract: A method, a structure, and a computer system for location-driven social network boosting. The exemplary embodiments may include generating a network graph corresponding to a user of a social network and identifying a destined location of the user that differs from a current location of the user. The exemplary embodiments may further include identifying one or more gaps in the social network of the user at the destined location and augmenting the social network to fill the one or more gaps at the destined location.

Abstract: A method, a computer program product, and a computer system for filtering content based on user state is disclosed. Exemplary embodiments include associating a user with one or more cohorts and extracting one or more features from a content retrieved by the user. Moreover, exemplary embodiments may further include determining whether at least one of the one or more features conflict with at least one of the one or more cohorts.

Abstract: A method, a structure, and a computer system for engaging user contributions. The exemplary embodiments may include determining whether a detected message includes a need and, based on determining that the message includes the need, identifying one or more contributions a user can contribute to the need. The exemplary embodiments may further include augmenting a reply message with the one or more contributions.

Abstract: The present disclosure provides for medical device administration and interaction by identifying a medical event affecting a first individual, a medical device associated with treating the medical event, and an initial attentiveness level of an administering individual; outputting a tutorial for how to use the medical device to treat the medical event with a first control level, wherein the first control level based on the initial attentiveness level of the administering individual; and in response to receiving a triggering event while outputting the tutorial: determining a current attentiveness level for the administering individual; and in response to the current attentiveness level indicating a change from the initial attentiveness level, adjusting the tutorial based on a second control level, different than the first control level, based on the change from the initial attentiveness level.

Abstract: Provided are techniques for alert generation based on a cognitive state and a physical state. Wearables data, text communications, voice communications, and images of a caregiver providing care to a patient are obtained. The wearables data, the text communications, the voice communications, and the images are analyzed to identify a cognitive state and a physical state of the caregiver. The cognitive state and the physical state are compared to one or more care rules associated with tasks of the caregiver for the patient. In response to the comparison indicating any one of the cognitive state and the physical state prevent the caregiver from executing the tasks, an alert is generated. One or more recommendations for resolving the alert based on one or more recommendation rules are generated.

Abstract: A method, a structure, and a computer system for location-driven social network boosting. The exemplary embodiments may include generating a network graph corresponding to a user of a social network and identifying a destined location of the user that differs from a current location of the user. The exemplary embodiments may further include identifying one or more gaps in the social network of the user at the destined location and augmenting the social network to fill the one or more gaps at the destined location.

Abstract: A method, a structure, and a computer system for engaging user contributions. The exemplary embodiments may include determining whether a detected message includes a need and, based on determining that the message includes the need, identifying one or more contributions a user can contribute to the need. The exemplary embodiments may further include augmenting a reply message with the one or more contributions.

Abstract: A method, computer system, and computer program product for determining an engagement level of an individual is provided. The present invention may include capturing a plurality of image data depicting a relative location of a user. The present invention may also include identifying an individual within the captured image data. The present invention may further include gathering a plurality of engagement level indicator data associated with the identified individual. The present invention may also include calculating a current engagement level of the identified individual using the plurality of gathered engagement level indicator data.

Abstract: A method, computer system, and computer program product for determining an engagement level of an individual is provided. The present invention may include capturing a plurality of image data depicting a relative location of a user. The present invention may also include identifying an individual within the captured image data. The present invention may further include gathering a plurality of engagement level indicator data associated with the identified individual. The present invention may also include calculating a current engagement level of the identified individual using the plurality of gathered engagement level indicator data.

Abstract: Providing a crowdsourced refinement of a response to a network query can include detecting an insufficient answer to a query posed by a user seeking information from a plurality of networked sources communicatively coupled with an electronic communications network. Demographic data corresponding to the user can be determined and a search initiated. The search is for a crowdsourced response to the query posed by the user. The search can be conducted over the electronic communications network and can be based on the demographic data corresponding to the user.

Abstract: A method, a computer program product, and a computer system for filtering content based on user state is disclosed. Exemplary embodiments include associating a user with one or more cohorts and extracting one or more features from a content retrieved by the user. Moreover, exemplary embodiments may further include determining whether at least one of the one or more features conflict with at least one of the one or more cohorts.

Abstract: A method, computer system, and a computer program product for interpreting conversation engagement is provided. The present invention may include receiving, by an augmented reality device, an input, wherein the augmented reality device is associated with a user. The present invention may also include processing the received input. The present invention may then include analyzing the input based on the processed input. The present invention may further include determining that the user is engaged in a conversation with an individual based on the analyzed input. The present invention may also include capturing a plurality of core parameters between the user and the individual based on the determined engaged conversation. The present invention may then include analyzing the captured plurality of core parameters. The present invention may further include delivering a representation of the analyzed plurality of core parameters to the user on the augmented reality device.

Abstract: Provided are techniques for alert generation based on a cognitive state and a physical state. Wearables data, text communications, voice communications, and images of a caregiver providing care to a patient are obtained. The wearables data, the text communications, the voice communications, and the images are analyzed to identify a cognitive state and a physical state of the caregiver. The cognitive state and the physical state are compared to one or more care rules associated with tasks of the caregiver for the patient. In response to the comparison indicating any one of the cognitive state and the physical state prevent the caregiver from executing the tasks, an alert is generated. One or more recommendations for resolving the alert based on one or more recommendation rules are generated.

Abstract: The present disclosure provides for attention and exertion based safety mechanisms in exercise devices by: identifying a user exercising on an exercise device while the exercise device is in a first state; monitoring a physical state and an attentiveness level of the user while the exercise device is in the first state, wherein monitoring the attentiveness level includes monitoring targets of a gaze of the user within a time window and a consistency of the gaze within the time window; determining, based on the physical state and the attentiveness level of the user, that the user is experiencing a risk of injury above a predefined threshold; and adjusting the exercise device from the first state to a second state to alleviate the risk of injury.

Abstract: The present disclosure provides for medical device administration and interaction by identifying a medical event affecting a first individual, a medical device associated with treating the medical event, and an initial attentiveness level of an administering individual; outputting a tutorial for how to use the medical device to treat the medical event with a first control level, wherein the first control level based on the initial attentiveness level of the administering individual; and in response to receiving a triggering event while outputting the tutorial: determining a current attentiveness level for the administering individual; and in response to the current attentiveness level indicating a change from the initial attentiveness level, adjusting the tutorial based on a second control level, different than the first control level, based on the change from the initial attentiveness level.

Abstract: A method, computer system, and computer program product for determining an engagement level of an individual is provided. The present invention may include capturing a plurality of image data depicting a relative location of a user. The present invention may also include identifying an individual within the captured image data. The present invention may further include gathering a plurality of engagement level indicator data associated with the identified individual. The present invention may also include calculating a current engagement level of the identified individual using the plurality of gathered engagement level indicator data.

Abstract: A method, computer system, and computer program product for determining an engagement level of an individual is provided. The present invention may include capturing a plurality of image data depicting a relative location of a user. The present invention may also include identifying an individual within the captured image data. The present invention may further include gathering a plurality of engagement level indicator data associated with the identified individual. The present invention may also include calculating a current engagement level of the identified individual using the plurality of gathered engagement level indicator data.

Abstract: According to an embodiment of the present invention, a system dynamically processes an incoming message. Initially, a system receives a message including a plurality of different contexts. In response to receiving the message, a processor in the system partitions the message into a plurality of sections each associated with a corresponding context, wherein each context includes an inquiry to receive a reply. The processor further generates one or more replies for a corresponding context and generates a response to the message including the sections and the one or more replies, wherein each reply is inserted into a section in the response associated with the corresponding context. Embodiments of the present invention further include a method and computer program product for dynamically processing messages in substantially the same manner described above.

Abstract: The graphics pipeline produces real time utilization data for each of a plurality of functional units making up an overall graphics processor or graphics system on a chip. This information may be used for fine grain management of power consumption and performance at the functional unit level as opposed the overall device level. As a result, the graphics functional units may be managed dynamically based on real time hardware metrics to improve performance and reduce power consumption. The technique may be implemented in a software module in one embodiment.