Abstract: A computer-implemented method includes generating, by a computer device, a plurality of clusters of unmanned aerial vehicles (UAVs) from a plurality of UAVs having different UAV characteristics, the clusters being generated based on the UAV characteristics of each of the UAVs; determining, by the computer device, task characteristics for a first task; selecting, by the computer device, one of the clusters based on the task characteristics of the first task; assigning to the first task, by the computer device, a first UAV of the plurality of UAVs from the selected cluster; receiving, by the computer device, task feedback regarding an attempt by the first UAV to complete the first task; and reassigning, by the computer device, and based on the task feedback, the first UAV to a determined one of the plurality of clusters.

Abstract: A method, computer program product, and a system where a processor(s), monitors multilingual switches performed on a client on behalf of a given user. Based on the monitoring, the processor(s) identifies switch patterns of the given user to generate a service profile for the user of machine learned multilingual switch patterns for the given user. The processor(s) determines a priority order for languages comprising the voice input streams, for the given user. The processor(s) obtains a new translation request initiated by the client, on behalf of the given user and applies the priority order to identify one or more languages spoken in a voice input stream of the new translation request. The processor(s) transmits indicators of the identified one or more languages to the client, where upon receiving the indicators, the client translates the voice input stream from the identified one or more languages to one or more target languages.

Abstract: Embodiments for cognitively recommending auto-fill content by a processor. Communications generated from one or more applications or devices may be tracked. Auto-fill content extracted from the communications may be recommended to automatically fill into a target application. User reaction to the auto-fill content may be learned to refine user-interaction patterns on the target application or the one or more applications or devices.

Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for generating a wind map based on multimedia analysis. A computer receives a multimedia source configuration and builds a wind scale reference database. In addition, the computer extracts and processes both wind speed data and contextual data from the multimedia. Moreover, the computer analyses temporal and spatial features, as well as generates a wind map based on the extracted context, extracted wind speed, and analysed temporal and spatial features. Lastly, the wind map generator validates and modifies the wind scale reference database.

Abstract: Embodiments of the present invention provide a computer-implemented method for cognitive collation configuration processing of multilingual data. The method includes parsing a multilingual input text into a plurality of collation items. The method includes detecting a language of each collation item of the plurality of collation items. The method includes storing each collation item, of the plurality of collation items, into a corresponding sub language buffer of a plurality of sub language buffers. The method includes performing a first sort operation on the plurality of sub language buffers, in which the first sort operation includes sorting the plurality of sub language buffers based on a set of collation settings, in which the set of collation settings includes a language selection list. The method includes merging the content of the sorted plurality of sub language buffers to form a sorted output comprising the plurality of collation items.

Abstract: An emotional state of a user and one or more images of one or more respective objects observed by the user in an environment using an augmented reality device are received. It is determined whether the one or more objects include at least one negative impact object having a source color that can be changed to improve the emotional state of the user. In response to a determination that the one or more objects include at least one negative impact object having a source color that can be changed to improve the emotional state of the user, the augmented reality device is caused to render the at least one negative impact object with a target color assigned to improve the emotional state of the user.

Abstract: A computer-implemented method includes determining a location of a device in relation to a geographical feature. The method includes determining a cognitively generated subject location for a subject of a photograph relative to the geographical feature. The cognitively generated subject location is determined based at least in part on sample photographs of the geographical feature. The method includes outputting guidance for instructing the subject to move to the cognitively generated subject location and determining a recommended pose for the subject based at least in part on a cognitively generated user profile. The method also includes outputting guidance for instructing the subject to strike the recommended pose.

Abstract: Systems, methods, and computer program products to perform an operation comprising receiving, by a fog computing platform, a request from a wireless device to perform a compute task on behalf of the wireless device, determining a first computing resource, of a plurality of computing resources, required to perform the compute task, associating the request with a first level of priority, of a plurality of levels of priority, for accessing the first computing resource, allocating, based at least in part on the first level of priority, a portion of the first computing resource to perform the requested compute task.

Abstract: A first image may be received by a processor. The processor may identify an image quality measure of which to evaluate the first image. The processor may compare the first image to one or more images. The processor may generate a first image quality score for the first image based on the comparing. The processor may convert the first image quality score into a first micro air-quality index. The processor may transmit the first micro air-quality index to a recording device. Additionally, a recording device may capture a first image. The recording device may send the first image to a database that may include a model associated with an image quality measure. The recording device may receive a first micro air-quality index associated with the image quality measure. The recording device may rearrange a display of the first image to display the first micro air-quality index.

Abstract: A first method includes identifying a potential emoji annotation for a selected context within a text source, validating the potential emoji, determining whether the validated emoji annotation is within an emoji annotation list for the selected context, and adding the validated emoji annotation to the emoji annotation list for the selected context responsive to determining that the validated emoji annotation is not within the emoji annotation list for the selected context. A second method includes adding an emoji annotation written in a first language to an emoji annotation list corresponding to the first language, translating the emoji annotation written in the first language to a second language to produce an emoji annotation written in the second language, and adding the emoji annotation written in the second language to an emoji annotation list corresponding to the second language. Corresponding apparatii, computer program products and computer systems are also disclosed herein.

Abstract: A computer-implemented method according to one embodiment includes receiving specification of a type of point of interest in video data, analyzing frames in the video data for identifying a point of interest in the frames of the specified type, adjusting quality parameters on blocks on the identified point of interest for improving a quality thereof, adjusting quality parameters on blocks not on the identified point of interest for reducing a quality thereof, and outputting a compressed video stream having the adjusted quality parameters. A computer program product for compressing video data according to another embodiment includes a computer readable storage medium having program instructions embodied therewith. The computer readable storage medium is not a transitory signal per se. The program instructions are readable and/or executable by a computer to cause the computer to perform the foregoing method.

Abstract: A first image may be received by a processor. The processor may identify an image quality measure of which to evaluate the first image. The processor may compare the first image to one or more images. The processor may generate a first image quality score for the first image based on the comparing. The processor may convert the first image quality score into a first micro air-quality index. The processor may transmit the first micro air-quality index to a recording device. Additionally, a recording device may capture a first image. The recording device may send the first image to a database that may include a model associated with an image quality measure. The recording device may receive a first micro air-quality index associated with the image quality measure. The recording device may rearrange a display of the first image to display the first micro air-quality index.

Abstract: For multi-layer imaging, an apparatus is disclosed. The apparatus includes a transparent display having multiple liquid crystal display (LCD) layers. The apparatus includes an image capture module that interfaces with a camera to capture multiple images of a target object. The apparatus includes an image processing module that identifies a bright spot in first and second images, identifies the target object in the first and second images proximate to the bright spot, and modifies at least one of first and second images to diminish the bright spot and to emphasize the target object. The apparatus includes an image display module that interfaces with the transparent display member to display the first image with the first LCD layer and display the second image with the second LCD layer after modifying at least one of the first and second images.

Abstract: A technique for language tag management includes accessing a standardized language tag repository to identify changes in standardized language tags. Records of a data source are analyzed to determine whether they contain language tags inconsistent with the standardized language tags. If so, a determination is made whether a language tag update policy indicates an action preserving an integrity of the record. If so, reference metadata is created based on the standardized language tags and the reference metadata is linked to the record while maintaining the record intact with the inconsistent language tag.

Abstract: Rendering a content item of a social networking system can include dividing, using a processor, a content item into a plurality of sections, determining, using the processor, a score for each of the plurality of sections, and applying, using the processor, a visualization technique to a selected section of the content item based upon the scores of the plurality of sections.

Abstract: A technique for language tag management includes accessing a standardized language tag repository to identify changes in standardized language tags. Records of a data source are analyzed to determine whether they contain language tags inconsistent with the standardized language tags. If so, a determination is made whether a language tag update policy indicates an action preserving an integrity of the record. If so, reference metadata is created based on the standardized language tags and the reference metadata is linked to the record while maintaining the record intact with the inconsistent language tag.

Abstract: Provided are a computer program product, system, and method for determining tags to recommend for a document. A natural language processing module determines a document keyword for a document. A tag database search module determines, a tag in a tag database associated with the document keyword. A domain specific search module determines a domain specific tag in a domain specific knowledge base associated with the document keyword. A recommendation is made of at least one of the tag and the domain specific tag as a recommended tag for the document.

Abstract: A computer-implemented method, according to one embodiment, includes: detecting two or more users, and determining a location of each of the two or more users with respect to a current configuration of a curved display screen by determining a distance between each user and a respective reference point on the curved display screen, and determining, for each user, an angle between a radius of curvature which extends from the respective reference point on the curved display screen and a line extending between the user and the reference point. The locations of the two or more users are further used to determine an optimal configuration of the curved display screen. One or more instructions to rotate the curved display screen according to the optimal angular position are sent. Moreover, one or more instructions to adjust a curvature of the curved display screen according to the optimal curvature are also sent.

Abstract: In an approach to playing an alarm based on preferred parameters and sleep cycle, identifying a plurality of alarm settings, wherein the plurality of alarm settings includes alarm times; identifying a current time; identifying a range of alarm times from the plurality of alarm settings; in response to determining that individuals are to be monitored for respective sleep statuses based in part on the plurality of alarm settings, identifying the respective sleep statuses, wherein each sleep status comprises one of an awake state and an asleep state; in response to determining at least one respective sleep status is an awake state, determining whether the current time is within the range of alarm times; and in response to determining the first current time is within the range of alarm times, playing an alarm.

Abstract: A system and method for instant tongue sampling and diagnosis includes acquiring a plurality of tongue images from a plurality of digital oral devices, and a current health conditions, building a diagnosis framework for diagnosing a current health condition of a user by: i) analyzing the collected tongue images with a visual recognition engine to determine tongue characteristics of each tongue captured in the tongue images, and ii) correlating the tongue characteristics with the current health condition, identifying tongue characteristics from a received image of the tongue using the visual image recognition engine, applying the diagnosis framework to the tongue characteristics of the tongue to diagnosis the current health condition of the user, and modifying a graphical user interface of the digital oral device to display a custom health report indicative of the current health condition of the user, in response to applying the diagnosis framework.