Abstract: A question generation device includes: generating means which uses a query and a relevant document including an answer to the query as input and, using a machine learning model having been learned in advance, generates a revised query in which a potentially defective portion of the query is supplemented with a word included in a prescribed lexical set.

Abstract: In a monitoring method for generating maintenance alerts, component IDs are extracted which identify medical imaging device components in electronic medical imaging device manuals (25, 26, 27, 28). Operating parameters of the medical imaging device components and associated operating parameter ranges are also extracted from the manuals, based on numeric values, parameter terms identifying operating parameters, and linking terms or symbols indicative of equality or inequality that connect the numeric values and parameter terms. The operating parameter ranges are formulated into decision rules (36) which are applied to log data (40) generated by a monitored medical imaging device (2) to detect out-of-range log data generated by the monitored medical imaging device. Maintenance alerts (24) are displayed on a display (18) in response to the detected out-of-range log data. The maintenance alerts are generated from out-of-range log data and are associated with component IDs contained in the out-of-range log data.

Abstract: Disclosed are a computer-implemented method, a system and a computer program product for feature processing. In the computer-implemented method for feature processing, two input features selected from multiple features of each sample in a sample set are projected to one resulting feature by one or more processing units based on a specified curve. The sample set is updated by replacing the two input features with the one resulting feature for each sample in the sample set by one or more processing units. The projecting and the updating for the sample set are repeated by one or more processing units until the number of features of each sample in the sample set reaches a predetermined criterion.

Abstract: In implementations of systems for predicting a terminal event, a computing device implements a termination system to receive input data defining a period of time and a maximum event threshold. This system uses a classification model to generate event scores for a plurality of entity devices. Each of the event scores indicates a probability of an event occurrence for a corresponding entity device within a period of time. The plurality of entity devices are segmented into a first segment and a second segment based on an event score threshold. Entity devices included in the first segment have event scores greater than the event score threshold and entity devices included in the second segment have event scores below the event score threshold. The termination system generates an indication of a probability that a number of event occurrences for the entity devices included in the second segment exceeds the maximum even threshold within the period of time.

Abstract: An information processing method implemented by a computer includes: executing a generation processing that includes generating a first mini-batch by performing data extension processing on learning data and processing to generate a second mini-batch without performing the data extension processing on the learning data; and executing a learning processing by using a neural network, the learning processing being configured to perform first learning by using the first mini-batch, and then perform second learning by using the second mini-batch.

Abstract: The invention relates to an information reply method, apparatus, electronic device, readable storage medium and program product. The method includes: displaying an entry label for entering an information exhibition page in an authoring page for a first multimedia content, and displaying the information exhibition page in response to a trigger action for the entry label, wherein the information exhibition page comprises one or more pieces of information associated with a second multimedia content; in response to a trigger action for a target information, displaying a sticker corresponding to the target information in the authoring page for the first multimedia content, and replying the target information through the first multimedia content.

Abstract: A user interface, system and method for optimizing a patient problem list in an electronic medical record or electronic health record in which entries in the problem list are removable or otherwise editable if they were entered into the problem list longer ago than a limited duration window to which the entries are categorized. In order to determine that categorization, the problem list entries are mapped to concepts or lexicals of an interface terminology, which in turn is mapped to concepts of another terminology, and those concepts are analyzed with respect to one or more criteria used to establish the limited duration window.

Abstract: Described herein are techniques for providing a virtual experience including, but not limited to, the use of a virtual experience “pillar,” or virtual rotation of a virtual area and/or a participant in the virtual area. The entry of a participant into a physical environment via a physical entrance area is detected. The participant uses a head-mounted display (HMD) to view a virtual environment associated with the physical environment, the virtual environment including a virtual entrance coinciding with the physical entrance area. An outer virtual environment, and a virtual pillar upon which a virtual avatar representing the participant stands, are caused to be displayed in the virtual environment viewed by the participant.

Abstract: Methods, systems, and software are described herein for providing a user interface that, in one example, indicates the current point in progress for various items that are available for selection. Upon selection of one of the items of content and/or services that present the items of content, the item of content may be accessed (e.g., for display, recording, or other type of consumption) at the point in progress or at another location within the item of content that may correspond to or otherwise depend upon the point in progress.

Abstract: An arrangement section arranges a plurality of display elements including a first display element and a second display element. A reception section receives an operation for selecting a display element. A display processing section displays the selected display element in such a predetermined manner as to indicate that the display element is selected. When the reception section receives an operation for selecting the second display element while the first display element is in the selected state, the display processing section performs presentation display indicating that a state in which the first display element is selected is to be changed to a state in which the second display element is selected, and then displays the second display element in a predetermined manner.

Abstract: Novel and useful system and methods of functional safety mechanisms for use in an artificial neural network (ANN) processor. The mechanisms can be deployed individually or in combination to provide a desired level of safety in neural networks. Multiple strategies are applied involving redundancy by design, redundancy through spatial mapping as well as self-tuning procedures that modify static (weights) and monitor dynamic (activations) behavior. The NN processor incorporates functional safety concepts which reduce its risk of failure that occurs during operation from going unnoticed. The mechanisms function to detect and promptly flag and report the occurrence of an error with some mechanisms capable of correction as well. The safety mechanisms cover data stream fault detection, software defined redundant allocation, cluster interlayer safety, cluster intralayer safety, layer control unit (LCU) instruction addressing, weights storage safety, and neural network intermediate results storage safety.

Abstract: A method, computer program product, mobile communication device, and a shipment tracking system provide automated incident recording, reporting, and response protocols, including operator directives. The method includes receiving an input identifying an occurrence of an incident associated with a shipment entity, the shipment entity being one or more of a vessel, an operator, and a cargo being transported via the vessel. The method includes, in response to the input, presenting on a user interface (UI) of an operator mobile communication device (MCD) one or more selectable incident reporting options to activate incident response, data recording, and reporting (IRDRR) protocols. The method further includes generating and presenting an incident response UI that instructs the operator of specific sequence of steps to take in response to the incident and to complete an incident information gathering process.

Abstract: Provided herein are method, apparatus, and computer program products for facilitating a learning user interface. The interface may be presented as a plurality of dynamic icons representing a plurality of items. The interface may further be facilitated by accessing, by a processor, business data corresponding to the plurality of items. The interface may be facilitated by determining, by the processor, a visual bias for at least one of the plurality of dynamic icons based on the business data corresponding to the plurality of items and may be facilitated by applying, via the interface, the visual bias to the at least one of the plurality of dynamic icons.

Abstract: The present disclosure generally relates to displaying a user interface for sharing an account associated with a first user identity with a second user identity. The user interface includes a first sharing option and a second sharing option. One or more inputs corresponding to a request to share the account are detected. If the one or more inputs include a selection of the first sharing option, a request to invite the second user identity to become a joint owner of the account is transmitted. If the one or more inputs include a selection of the second sharing option, a request to invite the second user identity to become a participant of the account without becoming a joint owner of the account is transmitted.

Abstract: Disclosed here is a system to enable interaction between a user with a disability and a computer program. The system can obtain a representation of a user interface to present to a user. The system can determine an element associated with the user interface, where the element is configured to provide information to the user, however, the user interface presentation of the element at least partially fails to provide the information to the user. Based on the element, the system can determine an appropriate test to perform. The appropriate test indicates at least two of: a test to perform with a keyboard, a gesture test to perform with a mobile screen reader, and an audio test to perform with a screen reader. The system can generate an indication of the appropriate test. The system can provide the indication of the appropriate test prior to releasing the user interface to the user.

Abstract: Aspects of the present disclosure involve systems, methods, devices, and the like for augmented media intelligence using Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), data analytics and data visualization. In one embodiment, a system is introduced that can retrieve real-time data from social media platforms to perform augmented media intelligence analysis and take real time actions if necessary. In another embodiment, the augmented media intelligence is design to use the machine learning and natural language processing capabilities and social currency means for understanding an influencers reach within the augmented media intelligence system via an influencer score.

Abstract: Systems and methods are provided for performing operations including: retrieving, by one or more processors, a plurality of content items; identifying a first content item from the plurality of content items to which a user has previously reacted; determining a category of the first content item; selecting a second content item in the plurality of content items that is associated with the determined category of the first content item to which the user has previously reacted; and presenting the second content item to the user in a presentation arrangement of a graphical user interface.

Abstract: A method of generating a transfer request is described. A window that is displayed independent of a service interface of a service application and corresponds to the service application is generated by processing circuitry of a first terminal according to an independent window presentation interface. The window that is independent of the service interface of the service application is displayed based on a window display request from the service application. A user operation is received via the window. A transfer code request instruction is generated in response to the received operation. A transfer code corresponding to the transfer code request instruction is obtained when the service application detects the transfer code request instruction. The transfer code is displayed for processing by a second terminal to generate the transfer request.

Abstract: Techniques for modifying rules for completing requests using a conversational interface are disclosed. A conversational interface receives a user request to perform a particular function. A system extracts semantic content from the request and obtains contextual metadata associated with the request. Using the semantic content and contextual metadata, the system generates a data set of attribute values. The system determines whether the data set matches a data set of required data attributes associated with the request. If the provided data set is different than the required data set, the system determines whether to modify a set of rules associated with the request. The set of rules specifies which attribute values are required to complete the request. When the system modifies the rules associated with the request, the system also determines whether to apply the rule modification to subsequent requests by the same user and other users.

Abstract: Computerized systems and methods are provided for automatically detecting an indication that a task has been completed and associated user interface functionality. These systems and methods improve existing technologies by automatically detecting indications that tasks have been completed via new logic or rules and improving the functionality and computing resource consumption relative to existing machine learning models. These systems also improve the way computers operate by reducing computing resource consumption, such as memory, network latency, I/O, and the like.