Abstract: A method and system for providing a virtual assistant to participants in a meeting. The method includes receiving a set of data associated with the meeting. The set of data includes meeting details, participant details, discussion details, audio details, and video details. Next, the method includes analyzing, using a trained model, the set of data to provide the virtual assistant to the participants in the meeting. Thereafter, the method includes assisting the participants in the meeting based on the analysis of the set of data.

Abstract: Various methods, apparatuses/systems, and media for implementing a unified framework for collecting, processing, enriching, validating, and distributing explicit and implicit feedback of all types from any software application agnostic to use case and contexts are disclosed. A processor receives a query from an application to collect feedback data from a particular field within an ontology that includes mapping of application level details where all fields are being used in capturing data; analyzes the query and traverses up ontology branches of an ontology structure of the ontology to create one or more feedback collection schemas based on the received query; collects the feedback data from the particular field based on the one or more feedback collection schemas; assigns the collected feedback data an event under a topic for consumption so that an end user can subscribe to the event and consume the feedback data under the topic as desired.

Abstract: Example implementations include a method, apparatus and computer-readable medium for computer vision detection of a fall event, comprising detecting a person in a first image captured at a first time. The implementations further include identifying a plurality of keypoints on the person in an image, wherein the plurality of keypoints, when connected, indicate a pose of the person. Additionally, the implementations further include detecting, using the plurality of keypoints, that the person has fallen in response to determining that, subsequent to the pose being the standing pose in a previous image, the keypoints of the plurality of keypoints associated with the shoulders of the person are higher than the keypoints of the second plurality of keypoints associated with the eyes and the ears of the person in the second image. Additionally, the implementations further include generating an alert indicating that the person has fallen.

Abstract: A method may include: receiving input data comprising company business descriptions, industry tags, and industry tag descriptions; creating a similarity matrix for the industry tags using a minimum labeling strategy, wherein the similarity matrix comprises a plurality of similarity scores for pairs of industry tags; sampling the industry tags using a stratified sampling method; generating a semantic textual similarity style dataset comprising triplets of the industry tag descriptions, the company business descriptions, and the similarity scores; fine-tuning a baseline language model for a semantic similarity model; training the semantic similarity model by subjecting embeddings generated for pairs of the company business description and industry tag descriptions to a cosine similarity function; creating a checkpoint model for the semantic similarity model, and inferring an industry tag for each company using the checkpoint model that generates a cosine similarity for pairs for industry tag descriptions.

Abstract: A method, a system, and a computer program product are provided for analyzing an instructional video. Video data of an instructional video is analyzed to form multiple units of work. Each unit of work is a respective grouping of video frames of the instructional video based on a respective logical combination of activities associated therewith. Each unit of work is analyzed to produce a respective action graph of activities included in the unit of work, the respective action graph indicating interdependencies among the activities included therein. Interdependencies among activities across the units of work are determined to form a critical path graph. A received query is processed to provide troubleshooting assistance with respect to the instructional video based on the units of work, the action graphs, the critical path graph, and a knowledge base including information related to a subject matter of the instructional video.

Abstract: A method and a system for automating a task assignment and allocation process using an algorithmic approach that is designed for optimizing resource experience and availability in order to improve efficiency and client outcomes is provided. The method includes receiving task-related information; receiving candidate attribute information; receiving historical interaction information with respect to the client; analyzing the received information; and determining, based on a result of the analysis, a primary task assignment that includes an identification of at least one candidate as a primary responsible party for performing the task and a proposed schedule for completing the task. The analysis may be performed by applying an algorithm that uses the received information as input. The determination of the primary task assignment may be based on an output of the algorithm.

Abstract: In an automatic context adaptive search and result generation, a server obtains an email corpus of a user for a current time period. The server identifies a set of triggering semantics in the email corpus, and using an ontology, identifies a set of topic-context pairs corresponding to each triggering semantic. The server identifies a set of paths in the ontology activated by the set of topic-context pairs and compares the set of activated paths with paths in each heatmap of a set of heatmaps, where each heatmap corresponds to a document in a set of documents. The server identifies one or more heatmaps of the set of heatmaps including one or more paths matching an activated path of the set of activated paths. The server then outputs a search result including the one or more documents corresponding to the one or more heatmaps.

Abstract: In optimizing bid response and project execution plan generation, a system compares current bid requirements of a current bid with prior bid requirements of prior bids. For prior bids with prior bid requirements matching the current bid requirements, the system retrieves corresponding prior bid responses with a prior bid response status of win and retrieves prior projects corresponding to the prior bid responses. The system determines candidate bid response parameters with a highest probability of winning the current bid and with a probability of project success meeting a minimum threshold. The system generates a current bid response to include the candidate bid response parameters. After winning the current bid, the system determines candidate project plan parameters with highest probability of project success and generates a current project corresponding to the current bid response to include the candidate project plan parameters.

Abstract: In optimizing bid response and project execution plan generation, a system compares current bid requirements of a current bid with prior bid requirements of prior bids. For prior bids with prior bid requirements matching the current bid requirements, the system retrieves corresponding prior bid responses with a prior bid response status of win and retrieves prior projects corresponding to the prior bid responses. The system determines candidate bid response parameters with a highest probability of winning the current bid and with a probability of project success meeting a minimum threshold. The system generates a current bid response to include the candidate bid response parameters. After winning the current bid, the system determines candidate project plan parameters with highest probability of project success and generates a current project corresponding to the current bid response to include the candidate project plan parameters.

Abstract: A method, a system, and a computer program product are provided for analyzing an instructional video. Video data of an instructional video is analyzed to form multiple units of work. Each unit of work is a respective grouping of video frames of the instructional video based on a respective logical combination of activities associated therewith. Each unit of work is analyzed to produce a respective action graph of activities included in the unit of work, the respective action graph indicating interdependencies among the activities included therein. Interdependencies among activities across the units of work are determined to form a critical path graph. A received query is processed to provide troubleshooting assistance with respect to the instructional video based on the units of work, the action graphs, the critical path graph, and a knowledge base including information related to a subject matter of the instructional video.

Abstract: In an automatic context adaptive search and result generation, a server obtains an email corpus of a user for a current time period. The server identifies a set of triggering semantics in the email corpus, and using an ontology, identifies a set of topic-context pairs corresponding to each triggering semantic. The server identifies a set of paths in the ontology activated by the set of topic-context pairs and compares the set of activated paths with paths in each heatmap of a set of heatmaps, where each heatmap corresponds to a document in a set of documents. The server identifies one or more heatmaps of the set of heatmaps including one or more paths matching an activated path of the set of activated paths. The server then outputs a search result including the one or more documents corresponding to the one or more heatmaps.

Abstract: Methods and apparatuses for space-optimized visualization catheters are provided. Some embodiments utilize complimentary metal-oxide-semi-conductor (“CMOS”) technology integrated into a CMOS camera train holder system that may be a stand-alone component for use with a visualization catheter, such as a baby endoscope, or may be fabricated/extruded as a part of the catheter itself. Some embodiments of apparatuses, methods, and equivalents thereto provide better direct visual feedback to the medical personnel performing the procedure while providing a similarly-sized outer diameter visualization catheter device having an increased space therein for additional lumens and equipment or by reducing the overall outer diameter of the visualization catheter.

Abstract: A gastric port system for transport of materials to the interior of a body cavity that may include a tube configured to be disposed between a first body cavity and an area adjacent to the first body cavity. The gastric port system may further include a first bolster that includes a curved component having an open channel defined on a side of the curved component.

Abstract: The invention is an efficient system and method for re-partitioning an existing system-level design by boosting the fraction of system functionality that is implemented using embedded software. The invention comprises automated techniques for identifying hardware targets to be softened and techniques for automatically generating a new system-level architecture having a new hardware/software boundary.

Abstract: The invention is an efficient system and method for re-partitioning an existing system-level design by boosting the fraction of system functionality that is implemented using embedded software. The invention comprises automated techniques for identifying hardware targets to be softened and techniques for automatically generating a new system-level architecture having a new hardware/software boundary.