Abstract: A processor may enhance user experience in a virtual reality (VR) meeting. A processor may generate a first VR environment of the VR meeting having a plurality of users. In embodiments, the plurality of users may opt into the VR meeting. A processor may analyze meeting activity collected from one or more data collection devices. In embodiments, the meeting activity may be associated with the plurality of users. A processor may identify a meeting modifier in the meeting activity. A processor may alter, responsive to identifying a meeting modifier in the meeting activity, the first VR environment of the VR meeting to generate a second VR environment.

Abstract: A network of Internet of Things (IoT) devices can leverage sensor data from the IoT devices to detect that a device has been activated, determine whether the activation was intentional, and, if it were not, issue commands to deactivate the device. The network can learn over time to correlate trends in sensor data with activations of devices.

Abstract: A method, a computer program product, and a system for enacting ameliorative resource action during an e-conference. Exemplary embodiments of the present inventive concept may include a method for enacting ameliorative resource action during an e-conference. The method may include collecting data from a user's computer device during the e-conference. Features may be extracted from the collected e-conference data. A user's participation within the e-conference and a resource consumption thereof may be forecasted by applying a user activity model to the extracted features. The ameliorative resource action may be enacted based upon the forecasted user's participation and the resource consumption thereof.

Abstract: According to one embodiment, a method, computer system, and computer program product for wearable device activity analysis is provided. A computer receives a video of an activity. The computer identifies the activity based on analyzing the video. The computer identifies body movements from the video. The computer correlates the activity and the body movements to a wearable device. The computer identifies additional inputs for the activity and updates the wearable device based on the identified additional inputs.

Abstract: Embodiments of the present invention provide computer-implemented methods, computer program products and computer systems. Embodiments of the present invention can predict that one or more objects affects media capture using one or more sensors of a media capture device. Embodiments of the present invention can then determine whether at least one object of the one or more objects is appropriate based, at least in part, on a comparison to an object database used to classify appropriateness for context. Embodiments of the present invention can then determine one or more corrective actions to avoid at least one object determined to be inappropriate from being within the media capture device's field of view.

Abstract: In an approach to assisting users of a collaborative meeting platform, one or more computer processors detect a start of a collaborative meeting. One or more computer processors monitor one or more activities of the collaborative meeting. Based on the one or more activities of the collaborative meeting, one or more computer processors detect a trigger for assistance with a user interface of the collaborative meeting. One or more computer processors retrieve one or more correlated actions associated with the trigger. One or more computer processors perform at least one of the one or more retrieved correlated action within the user interface of the collaborative meeting.

Abstract: A computer generates a profile, where the profile comprises one or more programs to monitor. The computer determines a baseline for each of the one or more programs by collecting one or more values associated with a normal operation for each of the one or more programs. The computer detects an anomaly based on deviation of the one or more values from the normal operation. Based on identifying a playbook for the anomaly, the computer applies the playbook on the program from the one or more programs. The computer organizes chat services based on identifying one or more members associated with the anomaly.

Abstract: A computer-implemented method for real-time modification of notification tones to distinguish an intended recipient of a notification tone is disclosed. The computer-implemented method includes monitoring an audio stream of an online conference for one or more audio notification tones. The computer-implemented method further includes detecting that a notification tone generated outside of the online conference matches the notification tone of an application or user device associated with two or more participants of the online conference. The computer-implemented method further includes responsive to detecting that the notification tone matches the notification tone of an application or user device associated with two or more participants of the online conference, generating an ameliorative action associated with the notification tone.

Abstract: Provided is a system, method, and computer program product for generating a three-dimensional (3D) printable file of a complete object by re-assembling pieces of a broken object using generative adversarial network techniques. A processor may generate a 3D scan of each piece of a plurality of pieces of a broken object. The processor may assemble the 3D scan of each piece of the plurality of pieces to generate a re-assembled object, where the re-assembled object includes one or more gaps. The processor may fill the one or more gaps in the re-assembled object to create a complete object. The processor may generate a 3D printable file of the complete object.

Abstract: In an approach to providing contextual justification for a virtual assistant response, one or more computer processors receive a first voice command from a user. One or more computer processors determine one or more boundary conditions associated with the first voice command. Based on the one or more boundary conditions, one or more computer processors determine a first response to the first voice command and a contextual justification of the first response. One or more computer processors respond to the user with the response to the first voice command and the contextual justification of the response.

Abstract: A method, computer system, and a computer program product for weather station placement design are provided. Weather data measured at weather stations, current location data regarding current locations of the respective weather stations, and weather forecast data generated by a weather forecast model are received. Forecast performance by the weather forecast model is determined by comparing the weather data to the weather forecast data and so that first weather stations where the weather forecast model had best forecast performance are identified. A weather forecast performance map is generated based on the identified first weather stations. Fractals are generated. The fractals are iteratively matched to the weather forecast performance map to identify a first fractal that most closely matches a layout of the current locations of the first weather stations. A first fractal map that includes the first fractal overlaid on the weather forecast performance map is presented.

Abstract: Systems, methods, and computer programming products for generating, rendering and/or displaying a computer-generated virtual environment as augmented reality and/or virtual reality. The physical boundaries containing the active area where the virtual environments are rendered and displayed are established. Based on the constraints and characteristics of the physical boundaries, virtual environments are mapped using assets from real, historical and/or fictitious locations. The assets can be dynamically re-sized and distanced to fit constraints of the physical space. Based on historical levels of interactivity with the selected environments, the virtual assets can be sorted and tagged as points of interest or filler assets, then mapped to the virtual environment using GAN technology and other machine learning techniques to re-create unique versions of the selected environments.

Abstract: A method, computer system, and a computer program product for translating a classifier construction into a graphical representation is provided. The present invention may include observing a classifier handshape by an augmented reality device. The present invention may include analyzing the observed classifier handshape according to an object recognition algorithm to determine a contextual meaning of the classifier handshape. The present invention may include converting the contextual meaning of the observed classifier handshape into a graphical representation. The present invention may include displaying the graphical representation alongside the observed classifier handshape on the augmented reality device.

Abstract: Classification and visualization of user interactions with an interactive computing platform is provided by applying machine learning (ML) model(s) to user transcripts, the ML model(s) trained to classify interactions with an interactive computing platform, the user transcripts including user interactions between users and the interactive computing platform in progression of the users through tasks based on the user interactions, where the applying classifies the user interactions and identifies features of the user interactions, and building and providing a graphical user interface (GUI) of graphical elements for display on a display device, the graphical elements presenting visualizations of the user interactions and the identified features thereof relative to the tasks and progression of the users therethrough, the GUI including, for each of the tasks, a respective task element that reflects identified features of a set of user interactions of user(s) in progressing through that task.

Abstract: A computer that generates a profile of a user based on user preferences, where the user preferences related to an optimal geolocation for the user within a workspace. The computer monitors biometric conditions of the user and environmental conditions of the workspace. The computer categorizes a plurality of areas of the workspace based on the environmental conditions and determines the optimal geolocation for the user by identifying an area within the plurality of areas based on the user preferences and the biometric conditions.

Abstract: A computer indicates to a user in a virtual reality shopping session, aspects of availability for a selected item. The computer identifies, in a virtual reality (VR) shopping environment, a product selected for consideration by a group of interested shoppers during a VR shopping session, including a user and at least one additional shopper. The computer determines that the product has an available quantity value below a predetermined warning threshold, based at least in part on a comparison of an in-stock quantity of the product and an indicated purchase quantity preference associated with the interested shoppers for the product. In response to the determination, the computer identifies, a product popularity value representing, at least in part, a quantity associated with the group of interested shoppers. The computer displays, in the VR shopping environment to the user, the product popularity value.

Abstract: A method, computer system, and a computer program product for generating a summary video from a plurality of presentation attendee notes is provided. Embodiments of the disclosure may include collecting the plurality of attendee notes from a plurality of attendees of a presentation and then analyzing the collected plurality of notes to identify a plurality of common note topics. The identified plurality of common note topics may be correlated to a plurality of portions in a presentation video of the presentation which is used to generate the summary video by combining the correlated plurality of portions in the presentation video.

Abstract: A computer-implemented method, system, and computer program product for generating an aggregated user interface display. The aggregated user interface display includes a physical display of a computing device and a projected display from an electronic pen. Operator interactions with the aggregated user interface display are saved as historical information. The historical information is used to determine a configuration for the aggregated user interface display. The computing device and the electronic pen are controlled to implement the configuration for the aggregated user interface display.

Abstract: Embodiments for delay-induced miscommunication reduction are provided.

Abstract: Embodiments of the present invention provide methods, computer program products, and systems. Embodiments of the present invention can dynamically determine whether a received command conflicts with a current environment setting. Embodiments of the present invention can, in response to determining that the impact of a received command conflicts with a current environment setting, determine one or more solutions that resolves the received command. Embodiments of the present invention can then execute at least one of the one or more determined solutions.