Abstract: Global identity contexts are established for unique constituents to interact with a cloud architecture through a variety of relationships. The global identity context enables a particular constituent to access services from different cloud-service providers in a secure and simplified manner. Authenticating one account can provide access to services associated with other accounts linked to the global identity context for the authenticated account. In some embodiments, the global identity platform includes an account management application and an identity management application. The account management application is configured to register one or more accounts for each constituent. The identity management application is configured to perform individualization to establish an individual identifier for each unique constituent and map each account to a particular individual identifier and one or more local identifiers.

Abstract: A method of integrating data across multiple data stores is provided. The method includes ingesting diverse data from multiple data sources and reconciling the ingested diverse data by updating semantic models based on the ingested diverse data. The method further includes storing the ingested diverse data based on one or more classification of the data sources according to the semantic models and automatically generating scalable service endpoints that are semantically consistent according to the classification of the data sources. The generated scalable service endpoints are application programming interfaces. The method also includes determining a protocol based on the scalable service endpoints in response to receiving a call from the one or more recipient systems and responding to the call from the one or more recipient systems by providing data in the classification of the data sources.

Abstract: A system and method are disclosed for creating solution design blueprints. A solution design blueprint is a machine-readable data structure that includes a conceptual design model for an application framework. A user interface is configured to receive a plain language textual request from a user that describes a desired application or solution to a problem. Artificial Intelligence is leveraged to fit the textual request to semantic data models and map elements of the textual request to components of a design library. The resulting solution design blueprint can be presented to a user, and the user interface can be used to provide feedback related to the solution design blueprint that can be utilized to update machine learning algorithms and/or neural networks. In some embodiments, the solution design blueprint can be converted to an application framework that is provided to the use in an integrated development environment of the user interface.

Abstract: A system and method are disclosed for detecting anomalies in input data. The input data can include enrollment information for members of a health insurance product offered by an insurance carrier. A system is configured to process one or more parameters associated with the input data to detect whether an anomaly is indicated in the input data. At least one artificial intelligence algorithm is configured to compare a parameter in the one or more parameters to a range defined by a moving average. When an anomaly is detected, the processing can be paused and manual intervention can be facilitated. When no anomaly is detected, a database is updated based on the input data. In an embodiment, the input data is an ANSI 834 format file that includes a plurality of membership records, and the one or more parameters are derived from statistics related to the membership records.

Abstract: In some instances, the disclosure provides a method for identifying access anomalies using network graphs. The method comprises obtaining access data for an entity, generating a network graph baseline profile based on the plurality of data elements, generating a network graph current profile based on the plurality of data elements, generating comparison data based on comparing the plurality of baseline network graphs with the one or more current network graphs and comparing the plurality of baseline nodes and the plurality of baseline edges with the plurality of current nodes and the plurality of current edges, determining, based on the comparison data, anomaly data comprising one or more flagged network accesses to the enterprise system, and providing the anomaly data indicating the flagged network accesses to an authentication system.

Abstract: Systems and methods for providing independent situational awareness messages are provided. The method includes receiving, by a rendering engine, a request for information from an input interface. The rendering engine queries at least one data store in response to the request. The rendering engine obtains public content data and private content data from the data store. The rendering engine transmits the public content data over a public output interface. The rendering engine transmits the private content data over a private output interface.

Abstract: Methods and systems for performing a search over hierarchical data are provided. The method may be performed by a server comprising a processor and memory. The method includes receiving a query string from a user device. The query string is searched for via a tensor search of a graph structure to determine node tensor distance score for each node in the graph structure. The query string is searched for via a fuzzy search of the graph structure to determine node fuzzy distance score for each node in the graph structure. Nodes with relevant scores are determined by updating a Bayesian network representation with evidence based on the node tensor distance scores and the node fuzzy distance scores of each node. Relevant data from the nodes is sent with relevant scores to the user device.

Abstract: In some instances, a fall detection system comprising a first fall detection device and a user device is provided. The fall detection device is configured to: detect an occurrence of a fall event associated with an individual based on sensor information from the one or more sensors and a fall detection model; and provide a first indication indicating the occurrence of the fall event. The user device is configured to: receive the first indication; cause display of a prompt requesting user feedback as to whether the individual fell based on the first indication and a second indication from a second fall detection device; provide update information indicating for the first fall detection device to update the fall detection model based on the user feedback; and provide user fall information associated with the occurrence of the fall event based on the user feedback.

Abstract: A method for performing searches of user information comprises: receiving an initial dataset including the user information; calculating distance metrics between pairs of data in the initial dataset; performing unsupervised learning on the initial dataset to obtain a plurality of total number of clusters, each total number of clusters covering the initial dataset; determining efficacy measures for each total number of clusters using a plurality of distance metric thresholds; determining a desired efficacy measure in the efficacy measures, the desired efficacy measure corresponding to a desired distance metric threshold in the plurality of distance metric thresholds; determining a desired total number of clusters in the plurality of total number of clusters, the desired total number of clusters corresponding to the desired distance metric threshold; and performing unsupervised learning on the initial dataset using the desired total number of clusters to obtain a number of data representations of the user infor

Abstract: A system and method are disclosed for managing the deployment of application programming interfaces (APIs) within a hybrid cloud network architecture. APIs can be created for applications or services deployed to a hybrid cloud including public clouds and/or private clouds. The APIs are deployed to API gateways associated with each data center in the network. The network is conceptually divided into spaces, where each space corresponds to a set of API gateways deployed within designated geographical regions. The API gateways are mapped to the network locations for the API gateways by interacting with Domain Name System (DNS) name servers. API calls use the domain names as included in the DNS records to resolve the API call as being directed to a specific API gateway corresponding to the service for the API call.

Abstract: A system includes at least one web server, a storage, and a suspicious access attempt detector. The at least one web server is configured to receive and process a plurality of access attempts from a plurality of user devices over a network, and to provide access attempt information corresponding to the plurality of access attempts to a storage, wherein access attempt information for each respective access attempt comprises an access signature corresponding to the respective access attempt. The suspicious access attempt detector configured to: obtain the access attempt information corresponding to the plurality of access attempts from the storage; analyze the access attempt information corresponding to the plurality of access attempts to detect suspicious access attempts out of the plurality of access attempts, wherein analyzing the access attempt information is based on respective access signatures corresponding to the plurality of access attempts; and output a result of the detection.

Abstract: A method and system for analyzing a relationship between agents and clinical outcomes is disclosed. The method includes: receiving a selection of one or more agents; receiving a selection of one or more clinical outcomes; for each of the one or more agents, analyzing clinical data stored in a database to determine a number of occurrences of each of the one or more clinical outcomes when the agent is administered; for each of the one or more agents, calculating a risk score for each clinical outcome corresponding to the number of occurrences of the clinical outcome; and outputting the risk scores to a graphical display. The displayed information can also be scaled and filtered for ease of use. Also, the results may be stratified into sub-populations.

Abstract: A method for secret sharing utilizing multiple features of an input includes: receiving a registration input; obtaining features from the registration input; generating a secret key and a plurality of shared keys according to a shared secret scheme; associating each of the plurality of shared keys with a respective feature of the registration input; generating a plurality of additional features associated with additional keys having a similar format as a shared key associated with a respective feature; storing the plurality of shared keys associated with respective features together with the plurality of additional keys associated with additional features; and encrypting an element to be protected by the secret key using the secret key.

Abstract: In some instances, the disclosure provides a method for generating search queries using toggle buttons associated with product categories. The method comprises causing display of a plurality of search recommendation indicia on a graphical user interface. The search recommendation indicia includes toggle buttons associated with product categories and product indicia associated with products. The method further comprises receiving user inputs for a toggle button associated with a product category and product indicia indicating selections of products, determining whether the selected products belong to the product category, generating a search query based on the product category, the selected products, and whether the selected products belongs to the product category associated with the toggle button. Then, the method comprises providing the search query to a backend server and receiving results from the search query from the backend server.

Abstract: A method for presenting health data to a responding emergency medical system (EMS) device includes: (a) registering an EMS profile and a member profile, the member profile to include an option for sharing member information, and the EMS profile to include one or more authorizations for receiving the member information; (b) receiving trigger information including a request for the member information; (c) receiving the member information from one or more sources; (d) packaging the member information in a member care file based on the request for the member information being valid; and (e) providing the member care file to the EMS device.

Abstract: In some instances, a method performed by a smart pill bottle delivery device is provided. The method comprises determining one or more prescription timing intervals indicating times for the user to take one or more medication units of the medication based on retrieving a prescription for the user from memory, providing one or more visual notifications indicating for the user to take the one or more medication units based on the one or more prescription timing intervals, subsequent to providing the one or more visual notifications, detecting position information indicating an action performed by the user, and causing display of a second display screen based on the position information indicating the action performed by the user.

Abstract: Embodiments of the disclosure provide a method of providing a prompt to a user for reviewing an app. The method includes monitoring, by a mobile device, environmental factors; monitoring, b a mobile device and a server, a user's activity; determining, by the mobile device, a utility of the user using the environmental factors; determining, by the mobile device and the server, an engagement score using the user's activity; when the utility of the user is determined to be high, providing the prompt to the user; and when the utility of the user is determined to be low, determining whether the engagement score is above a score threshold, and providing the prompt to the user when the engagement score is above the score threshold.

Abstract: Disclosed is a hybrid cloud control plane (HCCP) that manages hybrid cloud workloads. For example, the HCCP manages workloads across public and private cloud data centers and on-premise data centers. The HCCP can leverage a Global ID (global identifier) to create a global trace across the hybrid cloud ecosystem. Also discloses is a “hybrid cloud connected” capability. In one embodiment, a hybrid cloud connected capability comprises of a global identity, a hybrid cloud network connection, and a managed API (application programming interface) used to seamlessly perform transactions in a hybrid cloud environment.