Abstract: Disclosed embodiments provide techniques to identify the in-context meanings of natural language in order to decipher the evolution or creation of new vocabulary words and create a more holistic user experience. Thus, disclosed embodiments improve the technical field of digital content comprehension. In embodiments, machine learning is used to identify sentiment of text, perform entity detection to determine topics of text, and/or perform image analysis on images used in digital content. Words, symbols, and images that are determined to be potentially unfamiliar to a user are augmented with a supplemental definition indication. Invoking the supplemental definition indication enables rendering of additional definition information for the user. This serves to accelerate understanding of digital content such as webpages and social media posts.

Abstract: One or more computer processors establish a geofence surrounding a display having a plurality of pixels capable of change based on one or more display capabilities. The one or more computer processors monitor for a change in at least one pixel of the plurality of pixels. The one or more computer processors identify a photosensitive user within the established geofence. The one or more computer processors responsive to the at least one pixel change associated with the display, calculate a photosensitivity score utilizing a model trained for one or more photosensitive conditions associated with the photosensitive user. The one or more computer processors adjust the display to show a change on the at least one pixel based on the calculated photosensitivity score.

Abstract: A method for device and role-based authentication includes generating a near-body electrical-field via a communication transmitter associated with a user, where a plurality of IoT devices is further associated with the user attempting authentication for access to a location. The method further includes receiving the near-body electrical-field via a communication receiver on an authentication device for identifying the user attempting the authentication. In response to identifying the user based on the near-body electrical-field, the method further includes analyzing a plurality of activities associated with a role for the user and analyzing plurality of resources associated with the user, wherein the plurality resources include at least the plurality of IoT devices associated with the user.

Abstract: A computer-implemented method for displaying an augmented reality (AR) object is disclosed. The computer-implemented method includes identifying a physical object of interest in a user's AR field of view (FOV), determining an amount of time required for the physical object of interest to be displayed within the user's AR FOV, based on the user's relative position and movement with respect to the physical object of interest, determining the physical object of interest is no longer in the user's physical FOV prior to an expiration of the determined amount of time required for the physical object to be displayed within the user's AR FOV, and displaying a digital object corresponding to the physical object of interest in the users AR FOV until the determined amount of time required for the physical object to be displayed within the user's AR FOV has expired.

Abstract: Aspects of the present disclosure relate to in-air control regions. Communication between an electronic pen and a device can be established. Two or more in-air control regions above the device can be defined, each in-air control region specifying a set of functions that can be performed by the electronic pen. A determination can be made that the electronic pen is within a first in-air control region of the two or more in-air control regions, the first in-air control region specifying a first set of functions that can be performed by the electronic pen. In response to input received from the electronic pen within the first in-air control region, at least one function of the first set of functions can be executed.

Abstract: Aspects of the present disclosure relate to gesture-based one-time password (OTP) authentication for transactions. Initiation of a transaction can be detected. Contextual information associated with the transaction can be received. In response to detecting the initiation of the transaction and based on the contextual information associated with the transaction, a one-time password (OTP) comprising one or more gestures to be performed by a user can be generated. A command can be transmitted to display the one or more gestures to be performed on an extended reality (XR) device worn by the user. In response to validating user performance of the one or more gestures displayed via the XR device, the transaction can be authorized.

Abstract: In an approach for dynamically adjusting parallel reality (PR) displays, a processor configures a viewing event. A processor receives data from data collecting devices located throughout a location of the viewing event. A processor classifies a crowd of the viewing event into at least two partitions using a learning-based neural network that ingests the data. A processor selects content to be displayed to each of the at least two partitions. A processor enables a PR display to simultaneously display the content to each of the at least two partitions.

Abstract: A computer-implemented method to provide collaboration between a group of vehicles. The method includes linking two or more vehicles into a group, wherein each vehicle is partially automated, includes a plurality of sensors, and are performing a common task. The method further includes generating, for each vehicle, a 360 degree view of the vehicle with data from the plurality of sensors. The method includes aggregating the 360 degree view for each vehicle into a group view, that includes all the grouped vehicles. The method includes displaying the group view on an augmented reality (AR) device a, where the group view includes a relative location for each vehicle in the group. The method includes applying a set of rules to the group of vehicles, wherein the rules provide instructions to each vehicle how to operate within the group, where the set of rules is configured to complete the task.

Abstract: An embodiment includes tokenizing a code segment generated by an integrated development environment responsive to user input, the tokenizing resulting in a tokenized code segment. The embodiment generates a search query by analyzing the tokenized code segment using a trained neural network. The embodiment executes a querying process that searches a knowledge base using the search query for a hardware requirement associated with the code segment, and detects a search result that conveys the hardware requirement as including a specialized hardware resource. The embodiment generates a time allotment associated with execution of the code segment using a second trained neural network that predicts the time allotment based on the tokenized code segment. The embodiment issues an instruction associated with the code segment to a hardware scheduler causing the hardware scheduler to allocate the specialized hardware resource for an amount of time corresponding to the time allotment.

Abstract: Proactive temperature maintenance in a temperature controlled unit of a delivery vehicle can be based on a computer data analysis of multiple temperature factors. A computer can receive route environmental data from a multiplicity of sources regarding temperatures outside a vehicle, including a temperature at a current location and temperatures at another location along a route of the vehicle. Route environmental data can be analyzed to determine when to initiate a proactive cooling action for maintaining a cooling requirement within a refrigerated space within the vehicle, and the cooling requirements can include a threshold temperature in the refrigerated space. A proactive cooling action can be initiated based on the analysis before the threshold temperature is reached by assessing temperature variations in the route environmental data for determining a temperature effect on the vehicle at one or more locations along the route.

Abstract: According to one embodiment, a method, computer system, and computer program product for RFI streamlining is provided. The embodiment may include identifying one or more similarities between a current RFI and historical RFIs within a knowledge corpus. The embodiment may also include predicting one or more remedies to the current RFI based on the one or more identified similarities. The embodiment may further include prioritizing the current RFI among one or more open RFIs based on the one or more predicted remedies.

Abstract: A processor may receive a request associated with a 3D object. The processor may access a management database. The management database may include information associated with a transportation environment. The 3D object may be placed in the transportation environment. The processor may determine, from the information, whether there is enough space in the transportation environment to transport the 3D object. The processor may automatically generate, based on the determining, the 3D object.

Abstract: Described are techniques for preserving data security for sensitive information. The techniques including identifying sensitive information in first audio data from a first client device. The techniques further comprise generating second audio data including hashed sensitive information, where the hashed sensitive information comprises an audio clip that replaces the sensitive information and that is based on the sensitive information. The techniques further comprise transmitting the second data including the hashed sensitive information to a second client device. The techniques further comprise receiving third audio data including the hashed sensitive information from the second client device. The techniques further comprise generating fourth audio data by replacing the hashed sensitive information with the sensitive information and transmitting the fourth audio data including the sensitive information to the first client device.

Abstract: A method of power control for mobile devices, comprising providing a power management application in a first mobile device of a plurality of mobile devices, and wirelessly sharing power among the plurality of mobile devices according to at least one of the user-selectable power sharing templates. The power management application may include a plurality of user-selectable power sharing templates that define how the plurality of mobile devices will share power between themselves. The power management application may recommend one of the plurality of power sharing templates for activities by a user of the first mobile device.

Abstract: Computer implemented methods involving mechanical configuration of a mechanically configurable display device, with the methods variously involving, more specifically: (i) providing instructions for an optimal mechanical configuration; (ii) determining what content objects (for example, text portions, graphic images) can be displayed on a given mechanical configuration; and/or (iii) determining which computer programs (for example, apps) are compatible with the various possible configurations of the display device.

Abstract: A first user input is detected from a client device. The first user input is directed at a video content that includes a set of one or more topics, the first user input is from a viewer of the video content. A set of one or more frames in the video content is analyzed based on the first user input. A first topic in the video content is identified based on the set of frames and based on the viewer. The video content, related to the first topic of the set of topics, is altered based on the set of frames and based on the viewer.

Abstract: A first user input is detected from a client device. The first user input is directed at a video content that includes a set of one or more topics, the first user input is from a viewer of the video content. A set of one or more frames in the video content is analyzed based on the first user input. A first topic in the video content is identified based on the set of frames and based on the viewer. The video content, related to the first topic of the set of topics, is altered based on the set of frames and based on the viewer.

Abstract: In an approach for a shopper-based commerce driven presentation of required-but-missing product related information, a processor detects a user viewing a physical product via a mixed reality device. A processor identifies a preferred environment for the physical product from a personal shopper profile of the user. A processor generates via the mixed reality device a depiction of the preferred environment. A processor determines whether the physical product can be overlaid in the preferred environment. A processor enables the user to purchase a product based on the determination.

Abstract: Embodiments of the present invention provide computer-implemented methods, computer program products and computer systems. Embodiments of the present invention can monitor user activity for one or more user interactions performed while connected to a Virtual Private Network. Embodiments of the present invention can then identify potential risks associated with a user and respective user interactions. Embodiments of the present invention can then, in response to determining a respective user interaction of the one or more interactions is suspicious, generate a real time risk score for the respective user interaction. Embodiments of the present invention can then, in response to the generate real time risk score exceeding a threshold level of risk for the respective user interaction, initiate a secondary authentication protocol.

Abstract: A method of power control for mobile devices, comprising providing a power management application in a first mobile device of a plurality of mobile devices, and wirelessly sharing power among the plurality of mobile devices according to at least one of the user-selectable power sharing templates. The power management application may include a plurality of user-selectable power sharing templates that define how the plurality of mobile devices will share power between themselves. The power management application may recommend one of the plurality of power sharing templates for activities by a user of the first mobile device.