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.

Abstract: An apparatus for dynamically debiasing an online job application system includes a processor and a memory that stores code executable by the processor to receive a plurality of job listings and corresponding job descriptions in response to a search query on an online job listing system and to dynamically modify bias terms of the job description for each of the job listings based on profile information for a user such that each of the job descriptions conforms to the user's profile information. The apparatus includes code executable by the processor to dynamically rank each of the job listings based on the modified job descriptions and with respect to the user's profile information and the search query and to present the job listings and their corresponding modified job descriptions in order of the rank for each of the job listings.

Abstract: A data performance measurement of a computer system is measured. A future value of the data performance measurement is forecasted by executing a forecasting model. A set of throughput model input parameters is configured. A throughput requirement for the computer system is computed by executing a throughput model using the set of throughput model input parameters and the future value of the data performance measurement. A capacity requirement corresponding to the throughput requirement is determined. A resource within the computer system is deployed according to the capacity requirement.

Abstract: A fixed-wing aircraft advertisement method, system, and non-transitory computer readable medium for a fixed-wing aircraft, include advertising from samples of speech heard by the fixed-wing aircraft at a given location.

Abstract: A contextual zoom control method, system, and computer program product, includes in a single individual capturing mode, performing a camera function to assist the user in performing an image capturing action on an identity that is paired with a highest ranked individual on a ranked list within a set of key individuals attending an event, where the camera function includes at least one of a zoom function and a focus function and where the set of key individuals attending the event are determined by any of data mining a context of the event, a search engine, a social media source, and using natural language processing on a published program of the event.

Abstract: An approach is provided for providing record-level sensitivity-based data storage in a networked computing environment. For each data record of a plurality of data records (e.g., rows) in a dataset, the record sensitivity is identified based on the data included in the data record, allowing different sensitivities to be identified for different records in the same dataset. A data center that has a data center sensitivity level that matches the record sensitivity is selected for the identified record sensitivity. Each data record is stored to a selected data center, with data records having different record sensitivities being stored in different data centers of different types, locations, etc.

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: Educational content can be presented to a user via a display. Eye movement of the user while the user gazes at the educational content can be monitored. Based, at least in part, on the monitoring the eye movement of the user while the user gazes at the educational content, a time when to present assessment content to the user can be determined. The assessment content can be presented to the user at the determined time.

Abstract: Various embodiments request discount offers on a mobile device within a store. In one embodiment, the mobile device detects it is being shaken and in response, sends a request for a discount offer to a server. The mobile device determines its location within the store. The mobile device receives a discount offer based on the location of the mobile device within the store and information associated with the mobile device. The discount offer is displayed and feedback is communicated to the server based on the detected device movement. The feedback is an indicator that indicates acceptance, rejection or a request for a different discount offer. The detected device movement include at least one of motion intensity, direction of motion and number of shakes. If the motion intensity of being shaken is greater than a predetermined threshold, an indication of objection is emitted.

Abstract: An approach is provided that detect a section of a document that is currently being read by a user on a display device as well as the user's current emotional state. In response to determining, based on the detected current emotional state, that reading assistance would be helpful to the user, the approach identifies terminology within the section of the document that is currently being read by the user, retrieves assistive texts related to the identified terminology, and provides the assistive texts to the user at the display screen.

Abstract: An apparatus and method for A/B testing including a storage device storing a set of data, an input device receiving input from a sensor according to a review of composed set of data, a processor receiving an input signal from the input device, the input signal including a plurality of criteria noted according to a time of the composed set of data, the processor processing the first set of data according to a feedback of the input signal. The processor analyzes the input signal and extracts the plurality of criteria from the input signal as extracted information.

Abstract: According to one embodiment of the present invention, a system for modifying content associated with an item comprises at least one processor. Features of interest of the item to a plurality of different groups are determined based on user comments produced by members of the plurality of different groups. The members within each group have a common characteristic. The features of interest to each group within the content associated with the item are identified, and the content associated with the item is modified by balancing the features of interest to the plurality of different groups within the content associated with the item. Embodiments of the present invention further include a method and computer program product for modifying content associated with an item in substantially the same manner described above.

Abstract: An unmanned vehicle includes a body, a propulsion system connected to the body, a computing system connected to the body, and a display connected to an exterior of the body and electrically connected to the computing system. In addition, the computing system is configured to dynamically change the appearance of the display during operation of the unmanned vehicle.

Abstract: An apparatus for personalization of teaching material presented via AR devices includes a processor and a memory that stores executable code. The executable code includes code to deliver teaching material to an AR device of a teacher when the teacher is using the teaching material to teach one or more students. The teaching material includes generic teaching material in an unmodified form. The executable code includes code to create personalized teaching material for a student of the one or more students. The personalized teaching material includes the generic teaching material modified based on learning concepts in a profile of the student that the student has previously experienced. The executable code includes code to deliver the personalized teaching material to an AR device of the student. The teacher views the generic teaching material in the teacher's AR device and the student views the personalized teaching material in the student's AR device.

Abstract: A system and method utilizing a mass user gaze fixation behavior with respect to products and product racks (using a camera-based inputs and gaze-tracking algorithms) and a financial profitability of each product/product type; generates gaze-based heat maps for indicating blind spots and eye gaze points at different positions of the racks/shelves and indicating product placement positions on the heat map; and advises product placement in the retail store for optimizing financial profitability by performing an iterative refinement of product placements over a period for the product/similar products. The system translates mass eye gaze of retail store customers into financial profitability via product placement optimization, and iteratively runs a method to optimize product placements, and generate gaze-based heat maps and perform blind spot analysis for avoiding product placements at certain locations and placing products at other locations, e.g., by running a decision module on consumer gaze pattern data.

Abstract: Selective display of available objects based on eye-gaze characteristics with respect to currently displayed objects and certain attributes of the currently displayed objects. Similarity-driven selective display compares attributes of a displayed object receiving a fixed gaze to attributes of available objects and displays similar objects in addition to the displayed object receiving the fixed gaze.

Abstract: An article is automatically augmented. The article and one or more comments are received. Comment elements are extracted from the one or more comments, and article elements are extracted from the article. Alignment scores are generated for comment-article pairs based on the extracted comment and article elements. Further, it is determined that at least one comment-article pair has an alignment score at or above a threshold alignment score. At least one augmentation feature is then generated.

Abstract: According to an embodiment of the present invention, a video is generated from a communication session pertaining to support for use of a user interface. A scenario is identified within a document including content of the communication session. One or more items corresponding to the identified scenario and associated with the user interface are extracted from the document. The extracted items are mapped to corresponding aspects of the user interface, wherein at least one of the extracted items remains unmapped to the user interface. At least one question is determined for a user to receive information to map an unmapped item to a corresponding aspect of the user interface. A video is generated based on the mapped aspects of the user interface to reproduce one or more activities performed during the use of the user interface.