Abstract: This disclosure describes systems and methods that identify activities for which scripts can be built to perform an activity when requested by a user. The scripts can be voice-activated by a defined customized voice command and can include delivery preferences. The user's identity can be verified by analyzing voice biometrics of the customized voice command. After performance of the activity, results can be delivered to the device in the format indicated in the script.

Abstract: A system and method are provided for examining data from a source. The method is executed by a device having a processor and includes receiving a set of historical data and a set of current data to be examined, from the source. The method also includes generating multiple statistical models based on the historical data and a forecast for each model. The method also includes selecting one of the multiple statistical models based on at least one criterion, and generating a new forecast using the selected model. The method also includes comparing the set of current data against the new forecast to identify any data points in the set of current data with unexpected values. The method also includes outputting a result of the comparison, the result comprising any data points with unexpected values.

Abstract: The disclosure provides methods for providing panel planning geometry data for planning a laser cutting process. The methods include producing an image recording of a remaining panel-shaped material, e.g., wherein the remaining panel was processed by a laser flatbed machine and has inner cutout regions, evaluating the image recording to determine a remaining panel outer contour, evaluating the image recording to determine an inner cutout region, wherein the inner cutout region is determined by an inner cutout contour identified in the image recording, deriving a remaining area of the remaining panel using the outer contour and the inner cutout region, wherein a laser cutting process can be based on the remaining area, and outputting panel planning geometry data, which define the geometry of the remaining area. Laser flatbed machines for cutting workpieces out of panel-shaped materials using a laser beam and the methods disclosed herein are also described.

Abstract: System and methods (100) for automatically tagging electronic documents are disclosed. An input module receives (102) an electronic document to be tagged. A preprocessing module then preprocesses (104) the electronic document to be tagged. The preprocessing of the electronic document comprises extracting a text from the electronic document to be tagged, replacing a number or a date in the extracted text with a predetermined symbol, and tokenizing the extracted text with the predetermined symbol into a plurality of tokens. After the preprocessing (104), a deep learning module determines (106) a tag for at least one of the plurality of tokens. The determined tag for the at least one token is then output (108) by an output module.

Abstract: A movement path drawing device includes an execution time storage unit that stores execution times of respective blocks of control programs, a program analysis unit that creates movement command data by analyzing the control programs, a movement path creation unit that creates the movement paths of the movable parts on the basis of the created movement command data, a drawing execution control unit that performs drawing execution control for drawing movement paths indicating a positional relationship between the movable parts of the plurality of systems of the machine at a predetermined time on the basis of the execution times of the respective blocks and the movement paths of the movable parts, created by the movement path creation unit, and a drawing unit that executes drawing processing for drawing the movable parts of the plurality of systems.

Abstract: Computation is made of a production plan and sequence satisfying constraint conditions using an interaction model. A system includes a storage device to store management information about specifications on each of a plurality of things to be produced and a computational device to compute a planned sequence of things to be produced in a production process to produce the plurality of things using an interaction model, based on the management information. In this system, the computational device computes an interaction model in which an assignment event of a sequential position in a production process to each of the things is assumed as a variable and a constraint condition regarding the production process is set as strength of an interaction between variables.

Abstract: Computerized systems and methods are disclosed to generate a document from one or more first and second text prompts, generating one or more context-sensitive text suggestions using a transformer with an encoder on the text prompts and a decoder that produces a text expansion to provide the context-sensitive text suggestions based on the one or more first and second text prompts by applying generative artificial intelligence with token biased weights for zero-shot, one-shot or some-shot generation of the artificial intelligence context-sensitive text suggestions from the one or more first and second text prompts.

Abstract: A contextual navigation and action user experience framework that facilitates workflows across multiple contexts and levels of object hierarchy is disclosed. Exemplary features include a swapper interface, an action toolbar with contextual buttons and contextual tabs, and a toolkit that provides an overview portal to view alerts, cross reference information, and perform actions on objects and insights that are important to the user across an entire product suite.

Abstract: A system and method uses a vectorization model to determine similar elements within a web page to the known web page. The vectorization model takes a known web element and generates a first set of vectors, representative of the various properties of the web element. A vectorization model generates a second set of vectors for each element in a new web page. The first set of vectors is compared to each second set of vectors for each element in the new web page to select the most similar web element.

Abstract: Enhanced metadata with optimized output. In an embodiment, a content object is received. First metadata to be associated with the content object is determined. At least one metadata field to be acquired is determined based on an association, within a stored knowledge structure, of the at least one metadata field with the first metadata. Second metadata to be associated with the content object is acquired based on the at least one metadata field. A metadata structure and markup format for the content object are determined. The metadata structure incorporates both the first metadata and the second metadata. The content object is output with the metadata structure and in the markup format.

Abstract: A machine learning system executed by a processor may generate predictions for a variety of natural language processing (NLP) tasks. The machine learning system may include a single deployment implementing a parameter efficient transfer learning architecture. The machine learning system may use adapter layers to dynamically modify a base model to generate a plurality of fine-tuned models. Each fine-tuned model may generate predictions for a specific NLP task. By transferring knowledge from the base model to each fine-tuned model, the ML system achieves a significant reduction in the number of tunable parameters required to generate a fine-tuned NLP model and decreases the fine-tuned model artifact size. Additionally, the ML system reduces training times for fine-tuned NLP models, promotes transfer learning across NLP tasks with lower labeled data volumes, and enables easier and more computationally efficient deployments for multi-task NLP.

Abstract: A control method for displaying inspection images causes a processor to display an image of a model of an inspection object including a plurality of inspection sites, in a first display region and display first inspection information relevant to at least one inspection site, in a second display region, where the at least one inspection site is selected from the plurality of inspection sites in the image of the model displayed in the first display region. The control method further causes the processor to display inspection information prior to the first inspection information, as second inspection information relevant to the model, in a third display region, concurrently with one or more of the first display region and the second display region.

Abstract: An occupancy survey system, and method, automatically surveys individual users, requiring actual human manual survey responses (and not only machine automatic responses), to determine accurate current office space location information for individual users occupying office spaces, such as in large one or more campuses each including a large number of buildings with multiple floors in each building, and accordingly collectively including large number of office spaces. The automatic occupancy survey method can be repeatedly performed in near real-time to accurately capture each surveyed individual user's space occupancy survey information, which can be accurate and timely to the date of the survey. Space occupancy survey information can be collected from various types of individual users which may not always have a mobile phone to track their current location on a campus.

Abstract: A wireless microphone system includes: an input device; and a receiver including a processor and a memory storing instructions that, when executed by the processor, cause the receive to perform operations. The operations include: wirelessly communicating with at least one of wireless microphones capable of collecting voices of respective speaking persons and wirelessly transmitting voice signals of the respective voices; receiving a voice signal of a speaking person transmitted from a corresponding one of the wireless microphones; holding voice channel management data generated based on input from the input device and defining a use relationship between voice channels and the wireless microphones, respectively; and audibly outputting the voice signal of the speaking person sent from the corresponding one of the wireless microphones by using, based on the voice channel management data, any one of the voice channels.

Abstract: Systems and methods are described for providing empathy corrections and predictions to various communications. In some aspects, a method may include obtaining training data to train a plurality of empathy correction models, where the training data is obtained through empathy games that elicit labels indicating an empathy score for individual statements and indicating at least one empathy characteristic upon which the empathy score is based. At least one statement from a communication platform may be obtained and an empathy score may be determined for statement using the empathy corrections models. The empathy score may be compared to an empathy threshold, and if the empathy score is below the empathy threshold, at least one correction to the statement may be determined to improve empathy of the first empathy characteristic, using the plurality of empathy correction models. The correction may then be provided to the communication platform.

Abstract: A user experience theme description is obtained, along with a new user experience feature image set. The theme description and new user experience feature image set are input into a generative adversarial network (GAN). The GAN is trained to output multiple user experience designs based on the new feature image set. The multiple designs are displayed on an electronic display device that includes an eye gaze tracking system. User interface elements and their corresponding positions within a user interface are identified based on eye gaze of a user towards the electronic display device. The position and type of user interface elements are compared between a desired user interface design and a generated user interface design. Errors between the desired user interface design and the generated user interface design are input as feedback into the GAN to further enhance the results.

Abstract: A collaboration system provides a collaboration interface for display to interacting users. The collaboration system analyzes messages among a group of users to determine an intent of the group to collaborate. When an intent is assigned to a set of messages, the collaboration system generates collaboration interfaces to prompt each of the users to select their preferred values for attributes of the collaboration, such as a meeting location, time, and date. The user selections are recorded in a collaboration data object which is monitored for matching selections. When multiple users have selection the same values for attributes of the collaboration the collaboration data object is locked from further changes and the collaboration system executes tasks to resolve the intent such as booking tickets, making reservations, and providing confirmation messages to the collaborating users.

Abstract: A method, computer program product, and computing system for obtaining, by a computing device, encounter information of a patient encounter, wherein the encounter information may include audio encounter information obtained from at least a first encounter participant. The audio encounter information obtained from at least the first encounter participant may be processed. A user interface may be generated displaying a plurality of layers associated with the audio encounter information obtained from at least the first encounter participant. A user input may be received from a peripheral device to navigate through each of the plurality of layers associated with the audio encounter information displayed on the user interface.

Abstract: Systems and methods are disclosed for smart mapping, including dynamically recalculating a heatmap of displayed map entries based on changes to a map displayed on a viewport. In certain embodiments, a method may comprise providing a display of a map on a user interface, determining selected geographic tiles depicted on the display, and loading selected data corresponding to map entries from the selected geographic tiles only. The method may further comprise generating a heatmap on the display based on comparing the selected data, determining changes at the user interface resulting in a different set of geographic tiles depicted on the display, and dynamically generating a new heatmap based on the changes.

Abstract: During the operation, a computer receives, via a common user interface for different convenience services associated with providers, ordering information for an instance of a given convenience service in the convenience services, wherein the given convenience service includes a prespecified type of deliverable that is unchanged in different instances of the given convenience service. Moreover, the given convenience service includes providing the prespecified type of deliverable at a physical location of an individual. Then, the computer modifies the ordering information based at least in part on a predefined format.