Abstract: A content clarification server receives at least one language element entered by a user into a client computer, where the user works in a first area of specialization. The content clarification server extracts a set of concepts found in the at least one language element, and launches an auction bidding process for replacing original language in the at least one language element to content clarification providers who provide replacement language that clarifies a meaning of the at least one language element. The content clarification server filters out replacement language from content clarification providers that work in a second area of specialization that is different from the first area of specialization in which the user works, and identifies winning replacement language, from the filtered out replacement language, for the original language from one of the content clarification providers. The content clarification server replaces the original language with the winning replacement language.

Abstract: A current location of a plurality of aerial vehicles is determined. A destination for each aerial vehicle in the plurality of aerial vehicles is received. A route from the current location to the received destination for each aerial vehicle in the plurality of aerial vehicles is calculated. The calculated route is a straight-line between the current location and the received destination. A determination is made whether one or more impediments are identified in the calculated straight-line route of each aerial vehicle in the plurality of aerial vehicles. In response to determining that one or more impediments are identified in the calculated straight-line route for an aerial vehicle in the plurality of aerial vehicles, the route for the aerial vehicle based on a contextual permission of the aerial vehicle is re-calculated.

Abstract: Metadata about a movie is retrieved. The metadata includes a plurality of associated viewer responses from at least one previous audience viewing of the video. The plurality of associated viewer responses from the at least one previous audience viewing are associated with one or more segments of the video. A segment of the video associated with a type of viewer reaction based on emotion and sentiment recognition is identified. Additional media content based on the identified video segment is retrieved. A segment of the additional media content that exceeds a threshold of similarity with the segment of the video is determined. A video clip that includes the segment of the additional media content is created.

Abstract: The method provides for one or more processor receiving on a personal device, a mixture of sounds within a sound stream from multiple sources. The one or more processors identifying one or more sounds of the mixture of sounds from the multiple sources, based on a sound separation technique. The one or more processors displaying on a user interface of the personal device an icon corresponding respectively to a classification of the one or more sounds identified from the multiple sources. The one or more processors receiving a selection of a sound from the mixture of the multiple sounds, based on an action by a user of the personal device selecting the icon displayed on the user interface of the personal device, and the one or more processors recording the sound from the mixture of the multiple sounds selected by the user.

Abstract: A computer generates a set of microservices associated with a monolithic system using a design diagram. The computer receives a system design diagram depicting a monolithic system and associated code artefacts. The computer identifies, using an object detection algorithm, a set of predefined shapes in the diagram, and each shapes is characterized by positioning coordinates. The computer extracts from the design diagram, using a text recognition algorithm, text associated with the shapes and labels them accordingly. The computer identifies, using the positioning coordinates, relationships among said predefined shapes. The computer arranges the predefined shapes into a hypergraph in accordance with, at least in part, said identified relationships. The computer determines similarity values between code artefacts and shape labels and associates artefacts with shapes accordingly.

Abstract: A software defined data security level method, computer program product, and data processing system. One embodiment may comprise intercepting, by a processor at a data security layer, an input/output (IO) request from a local software application, wherein the IO request includes a header and a data payload, analyzing, by the processor at the data security layer, the data payload of the IO request relative to a service level agreement (SLA), assigning, by the processor at the data security layer, a security level to the IO request based on the analysis.

Abstract: In an approach to cognitive retail facing, one or more computer processors receive data associated with a shelf facing of one or more products on display. Based, at least in part, on the received shelf facing data, the one or more computer processors determine whether the shelf facing matches a predetermined pattern. In response to determining the shelf facing does not match a predetermined pattern, the one or more computer processors generate one or more instructions to adjust the one or more products to match the predetermined pattern. The one or more computer processors transmit the generated one or more instructions to one or more autonomous robots.

Abstract: A system and associated methods that enable social media representation and collaboration platform of enterprise information technology (IT) components that enables human-to-human, human-to-machine and machine-to-machine communications to help easily understand the set of enterprise IT components, its configuration(s), its intra/inter relationship(s), better navigation and visibility across various related components, and augmenting system troubleshooting.

Abstract: A system, method and computer program products for researching products, reviewing product information, comparing products and making recommendations based on the comparison of similar products using augmented reality. The present disclosure utilizes augmented display systems may take many different forms such a glasses, smart watches or other wearable computer systems or portable computing system such as smart phones, tablet computers, laptops, personal data assistants (PDA's), portable media devices and digital camera systems. The augmented display system view an object digitally captured or recorded, detect the identity of the object using object recognition software and retrieve product information associated therewith. The product information may be overlaid or projected onto a HUD having a graphical user interface that allows the user of the system to view both the retrieved product information and the object (or digital representation thereof) simultaneously.

Abstract: A method, apparatus, system, and computer program product for managing a network data processing system. Digital twins of physical devices in the network data processing system are run by a computer system. The digital twins process workloads and the digital twins communicate with each other. An impact on a number of parameters for a first set of the digital twins that a second set of the digital twins has on the first set of the digital twins is identified by the computer system. A set of actions is performed by the computer system based on the impact on the number of parameters.

Abstract: Digital photograph filters and associated settings are recommended by an image classification model. A plurality of images and metadata associated with each of the plurality of images are received. Human interaction scores for each of the images are received. Training data is generated classifying the images using the associated metadata and human interaction scores. The training data is used to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score. At least one recommended image capture setting using the image classification model is determined in response to determining that a user is preparing to capture an image with a device. The recommended image capture setting is displayed on a display of the device.

Abstract: A method for controlling the transfer of data through a firewall. The method includes one or more computer processors establishing a first communication channel between a first server and a second server. The method further includes transmitting, via the first communication channel, information related to a pending transmission of data from the first server to the second server. The method further includes receiving from the second server, via the first communication channel, a set of security information associated with accessing the second server via a second communication channel. The method further includes establishing the second communication channel between the first server and the second server based on the set of security information received from the second server. The method further includes transmitting the data from the first server to the second server utilizing the established second communication channel.

Abstract: Embodiments of the present invention provide methods, computer program products, and systems. In response to receiving a message, embodiments of the present invention can determine a visibility metric associated with the received message. Embodiments of the present invention can then dynamically create a list of users able to interact with the message based on the determined visibility metric. Embodiments of the present invention can then perform an action based on the dynamically created list.

Abstract: Autonomous vehicle communications are managed by assigning vehicle clusters to process collected data as a unified cluster, whether transmitting the data to a remote server or processing the data by an assigned vehicle within the cluster. Efficient travel guidance is produced in a timely manner by reducing the network bandwidth usage and volume of data transferred by autonomous vehicles traveling on a roadway with other autonomous vehicles.

Abstract: An embodiment of the invention may include a method, computer program product and system for deployment of microservices within a shared pool of configurable computing resources. An embodiment may include creating a dependency map for a plurality of microservices of an application deployed on the shared pool of configurable computing resources. An embodiment may include identifying attributes, with associated values, for each microservice of the plurality of microservices and identifying eligible deployment locations within the shared pool of configurable computing resources. An embodiment may include creating a bipartite graph based on the plurality of microservices and the identified eligible deployment locations. An embodiment may include applying bipartite matching to the shared pool of configurable computing resources based on the created bipartite graph.

Abstract: Provided is a method, computer program product, and system for automatically assigning robotic devices to users based on need using predictive analytics. A processor may monitor activities performed by one or more users. The processor may determine, based on the monitoring, a set of activities that require assistance from a robotic device when being performed by the one or more users. The processor may match the set of activities to a set of capabilities related to a plurality of robotic devices. The processor may identify, based on the matching, a first robotic device that is capable of assisting the one or more users in performing a first activity of the set of activities. The processor may deploy the first robotic device to assist the one or more users in performing the first activity.

Abstract: In an approach for forecasting environmental occlusion events, a processor receives a spatio-temporal zone of interest. A processor collects data associated with the spatio-temporal zone of interest. A processor builds a machine-learning model using the data. A processor generates an occlusion probability map for the spatio-temporal zone of interest based on the machine-learning model and enriched mathematical operators. A processor outputs the occlusion probability map.

Abstract: A processor may receive a record. The record may include one or more segments of text. The processor may automatically generate a first summary of the record. The processor may determine an overall bias of the first summary. The overall bias of the first summary may be identified from one or more instances of bias in the first summary. The processor may generate a second summary of the record. The second summary of the record may include an indicator of the overall bias of the first summary. The indicator may include a description of a type of overall bias of the first summary and a numerical value of the overall bias of the first summary. The processor may determine an overall bias of the second summary. The processor may display the second summary of the record to a user.

Abstract: One or more processors compile user preference and activity information associated with a mobile device operated by the user. The installation of a first application (app) on the mobile device operated by the user is confirmed. Responsive to detecting availability of an update to the first application, and confirmation accepting installation of the update, dynamically embedding a message within a new feature included in the update of the first application. A message is selected from one or more available messages to dynamically embed within the new feature included in the update of the first application, based on profile and activity information collected about the first user, and responsive to receiving a confirmation to receive the update of the first application, the message selected from the one or more available messages, is presented to the user, embedded within the new feature of the update to the first application.

Abstract: In an approach for bypassing security vulnerable and anomalous devices in a multi-device workflow, a processor monitors behavior and network traffic of a plurality of smart devices within a multi-smart device system. A processor identifies a first smart device of the plurality of smart devices with at least one of a security vulnerability and an anomaly. A processor identifies a multi-smart device workflow that includes the first smart device. A processor identifies a function of the first smart device within the multi-smart device workflow. A processor determines whether an alternative smart device can replace the first smart device within the multi-smart device workflow. Responsive to resolution of the at least one of the security vulnerability and the anomaly, a processor re-establishes the workflow with the first smart device.