International Business Machines Corporation

Ibm Canada Limited - Ibm Canada Limitee

Joanna W Ng

Diana H Lau

Leho Nigul

Rohit Kapoor

Maharaj Mukherjee

Ernest Grady Booch

Jimmy W Lo

Jin Li

Rhonda L Childress

Hari Haranath Madduri

Alex T Lau

Behrooz Ashtiani

Mitra Khatibi

Rahul Gupta

Arthur Gary Ryman

Timothy Marc Francis

Michael Bender

David B Kumhyr

Jeffrey Mark Achtermann

Helena Litani

Ioanna Maria Attarian

Tinny M Ng

Harrison Kurtz

Yuanyuan Guo

Rohit V Kapoor

Timothy James Hahn

Stephan F Jou

Naeem Altaf

Li Ding

Leucir Marin, Jr

Jie Hu

Michael P Robertson

Elena H Litani

Stephan Fong-Jau Jou

Dianna Lau

Alex Tak Kwun Lau

Disclosed aspects relate to Internet of Things (IoT) data maturity management. A set of IoT data may be ingested by a data maturity engine. A set of maturity factors which indicates a fitness for utilization of the set of IoT data may be determined. The determining may occur with respect to the set of IoT data by the data maturity engine. A data management operation may be identified by the data maturity engine based on the set of maturity factors for the set of IoT data. The data management operation may be identified to manage the set of IoT data. The data management operation may be carried-out to manage the set of IoT data.

Data maturity management

Provided are techniques for unified cognition for a virtual personal cognitive assistant. A personal cognitive agent creates an association with an entity and a personalized embodied cognition manager that includes an entity agent registry, wherein the personal cognitive agent comprises a virtual personal cognitive assistant. Selection of a first cognitive assistant agent from a first domain and a second cognitive assistant agent from a second domain are received. Input from the entity is received. A goal based on the input is identified. Unified cognition is provided by coordinating the first cognitive assistant agent of the first domain and the second cognitive assistant agent of the second domain to generate one or more actions to meet the goal. A response is provided to the input with an indication of the goal.

Unified cognition for a virtual personal cognitive assistant of an entity when consuming multiple, distinct domains at different points in time

Provided are techniques for unified cognition for a virtual personal cognitive assistant. Internet of Things (IoT) devices are coupled to a cognitive model, wherein the cognitive model includes a cognitive classifier, and wherein the cognitive classifier includes a cognitive dimension map and a recognition process. Input from one or more of the IoT devices is received. The cognitive dimension map is used to identify rules based on the input. The recognition process is used to identify events based on the rules. Then, the events are issued to one or more of the IoT devices, wherein the one or more IoT devices execute actions in response to the events.

Multi-dimensional cognition for unified cognition in cognitive assistance

Embodiments for using a mixed internet of things (IoT) device network to improve user satisfaction by a processor. A collaboration of data associated with a user captured from a plurality of types of IoT devices in the IoT network may be gathered. The collaboration of data may be used to determine a level of satisfaction of the user according to a knowledge domain describing a plurality of satisfaction factors and levels in the service based industry such that the collaboration of data is associated with one or more of the plurality of satisfaction factors and levels.

User satisfaction in a service based industry using internet of things (IoT) devices in an IoT network

Provided are techniques for unified cognition for a virtual personal cognitive assistant. A personal cognitive agent creates an association with an entity and a personalized embodied cognition manager that includes an object instance registry, wherein the object instance registry stores embodied cognition object instances. A cognitive assistant agent for a domain that is associated with the embodied cognition object instances stored in the object instance registry is provided. Input is received from the entity for a first object instance and for a second object instance of the embodied cognition object instances. Interaction is coordinated between the cognitive assistant agent, the first object instance, and the second object instance by: identifying a goal based on the input and providing the first object instance and the second object instance with instructions to meet the goal based on the input. A response is provided to the input with an indication of the goal.

Unified cognition for a virtual personal cognitive assistant when cognition is embodied across multiple embodied cognition object instances

A method, computer program product, and a system where a processor(s) obtains, from a client, permission to access computing device(s) utilized by the client to monitor the client and interact with the client and an identification of each interface of the device(s). The processor(s) obtains a computer-initiated interaction, from a host communicatively coupled to the processor(s), requesting delivery to the client and a response from the client. The processor(s) monitors, via the accessing the computing device(s), activities performed by the client. The processor(s) determines a real-time environmental context of the client at a point in time of receiving the computer-initiated interaction. The processor(s) cognitively analyzes data and metadata of the computer-initiated interaction to determine attributes. The processor(s) designates an interface of a computing device to receive the delivery and to obtain the response.

Determination and initiation of a computing interface for computer-initiated task response

Provided are techniques for authenticating a device. Accepted communication patterns representing accepted modes of communication between devices in an internet of things network are stored. In response to receiving a new communication from a requesting device of the devices, it is determined whether the new communication matches at least one of the accepted communication patterns. In response to determining that the new communication matches, there is a response to the new communication. In response to determining that the new communication does not match, flagging the new communication as an anomaly and determining how to process the new communication based on the flagging.

Authenticating a device based on communication patterns in a group of devices

Methods and apparatus, including computer program products, implementing and using techniques for logically grouping Internet of Things (IoT) devices. One or more logical zones are defined. Each logical zone includes one or more physical zones, one or more virtual zones, or a combination of physical and virtual zones. Each IoT device is associated with at least one logical zone. Communication between the IoT devices is restricted based on the zones with which the IoT devices are associated.

Logical zones for IoT devices

Methods for logically grouping Internet of Things (IoT) devices are described. One or more logical zones are defined. Each logical zone includes one or more physical zones, one or more virtual zones, or a combination of physical and virtual zones. Each IoT device is associated with at least one logical zone. Communication between the IoT devices is restricted based on the zones with which the IoT devices are associated.

A method and system are provided for interactive data visualization. The method includes dynamically determining, responsive to a user request directed to at least one of default categories identified by analyzing a data source used with an initial user query, pre-set values for categorical portions and numerical portions of vocabularies for user selection using data analytics on the data source. The method also includes providing the user with a capability to specify other values for the portions. The method additionally includes dynamically generating multiple sub-queries to the data source for the pre-set values and at least one of the other values specified by the user for the portions. The method further includes generating a data visualization of combined result sets for the multiple sub-queries and displaying the data visualization.

Flexible interactive data visualization enabled by dynamic attributes

For a portal server system for managing a collection of associated portlets responsive to user requests to access a application, the invention provides apparatus and methodology including: a portlet application session object for saving parameters from user requests of associated portlets; and, a portlet application communication client linked to said portlet application session means for communicating between said associated portlets and said web application to convey user requests received from said associated portlets to said web application.

Method and apparatus for relaying session information from a portal server

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Unionville, Canada

Joanna W Ng