Cognitive Scale, Inc.

International Business Machines Corporation

Tecnotree Technologies, Inc.

Matthew Sanchez

Manoj Saxena

Dilum Ranatunga

Neeraj Chawla

Akshay Sabhikhi

Theresa Mary Brown

Ayan Acharya

Nicolas Marc Clayton

Kurt Allen Lovrien

Brian D Hatfield

Ellen Joanne Grusy

Richard Knuszka

John Newman Faith

Kyle William Kothe

Hannah R Lindsley

Donna Karen Byron

Alexander Pikovsky

Theodore Timothy Harris, Jr

Mark Rolston

Jared Ficklin

Joydeep Ghosh

Jessica Henderson

Andrea M Ricaurte

Carol Santich Mellgren

Darren Schueller

Jon Richter

Wuchon Beak

Gail Andrea Spear

Sam Clark Werner

David Brent Schreiber

Lokesh M Gupta

Matthew J Kalos

Gregory E McBride

Scott N Gerard

Thomas Charles Jarvis

Gopal Krishnan

Nedlaya Yazzie Francisco

Joshua L Segars

Chaitanya Laxminarayan

Kevin C Lin

Karl Allen Nielsen

William Frank Micka

Richard Anthony Ripberger

Todd Charles Sorenson

Rivka Mayraz Matosevich

Warren Keith Stanley

Shachar Fienblit

Raul Eduardo Saba

Sheli Rahav

Amiram Hayardeny

Ifat Nuriel

Matthew D Carson

Sivan Tal

Dalit Tzafrir

Richard Kenneth Martinez

James Alan Springer, Sr

Svetlana Shukevich

Michael Perham

Keith Yarbrough

Omar Eid

Stephen P Draper

Michael Dobson

Steven Teleki

Matthew John Ward

Joshua J Crawford

Mark L Lipets

Jared Michael Minch

James Joseph Babka

Joel Trunick

Christopher Sanchez

Alvin C Richardson

Thomas John Creath

Sanjay Kottaram

Matthew Santone

Shardul Deo

Aaron Dixon

Jay Martin Tenenbaum

Shubham Sharma

A cognitive learning method comprising: monitoring a user interaction of an anonymous user; generating user interaction data based upon the user interaction; receiving data from a plurality of data sources; processing the user interaction data and the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation comprising analyzing the user interaction data, the cognitive learning operation generating a cognitive learning result based upon the user interaction data; and, associating an anonymous cognitive profile with the anonymous user based the cognitive learning result.

Method for generating an anonymous cognitive profile

A method, system and computer readable medium for performing a cognitive browse operation comprising: receiving training data, the training data comprising information based upon user interaction with cognitive attributes; performing a machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the machine learning operation; and, performing a cognitive browse operation on a corpus of content based upon the cognitive profile, the cognitive browse operation returning cognitive browse results specific to the cognitive profile of the user.

Cognitive browse operation

A system, method, and computer-readable medium are disclosed for cognitive information processing. The cognitive information processing includes receiving data from a plurality of data sources; processing the data from the plurality of data sources via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function, the cognitive computing function comprising a cognitive agent, the cognitive agent being composed via a cognitive agent composition platform, the cognitive agent performing a task, the cognitive agent performing the task with non-specific guidance from a user, the cognitive agent learning from each interaction with the data and the user; and, using the cognitive agent to generate a cognitive insight, the cognitive agent comprising a deployable module, the deployable module comprising logic, data and models for implementing an augmented intelligence operation.

Cognitive agent composition platform

A system, method, and computer-readable medium are disclosed for cognitive information processing. The cognitive information processing includes receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an augmented intelligence governance and assurance operation, the augmented intelligence governance and assurance operation ensuring augmented intelligence performance of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.

Governance and assurance within an augmented intelligence system

A system, method, and computer-readable medium are disclosed for cognitive information processing. The cognitive information processing includes receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system and an information processing system providing a cognitive computing function; performing a learning operation to iteratively improve the cognitively processed insights over time; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.

Augmented intelligence system architecture

A secondary storage controller determines one or more tracks of one or more volumes in which data loss has occurred in the secondary storage controller. The secondary storage controller suspends a peer to peer remote copy operation between the secondary storage controller and a primary storage controller. Information on the one or more tracks of the one or more volumes in which the data loss has occurred is transmitted to the primary storage controller.

Data loss recovery in a secondary storage controller from a primary storage controller

A method for providing composite cognitive insights comprising receiving streams of data from a plurality of data sources; processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching and generating a sub-graph for incorporation into a cognitive graph; processing the cognitive graph, the processing the cognitive graph providing a plurality of individual cognitive insights; and, generating a composite cognitive insight, the composite cognitive insight being composed of the plurality of individual cognitive insights.

Composite cognitive insights

A method, system and computer-usable medium for performing cognitive computing operations comprising receiving streams of data from a plurality of data sources; processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching for incorporation into a cognitive graph; defining a cognitive persona within the cognitive graph, the cognitive persona corresponding to an archetype user model, the cognitive persona comprising a set of nodes in the cognitive graph; associating a user with the cognitive persona; and, performing a cognitive computing operation based upon the cognitive persona associated with the user.

Cognitive personas

A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an impartiality assessment operation via an impartiality assessment engine, the impartiality assessment operation detecting a presence of bias in an outcome of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.

Augmented intelligence system impartiality assessment engine

A method, system and computer readable medium for generating a cognitive insight comprising: receiving content element data, the content element data representing a content element, the content element comprising an element of a corpus of content; performing a cognitive learning operation on the content element data, the cognitive learning operation identifying descriptive information associated with the content element; associating a cognitive attribute with the content element using the descriptive information associated with the content element.

Cognitive attribution

A method, system and computer readable medium for generating a cognitive insight comprising: receiving data, the data comprising a plurality of examples, each of the plurality of examples comprising an input object and a desired output value, at least some of the plurality of examples being based upon feedback from a user; performing a machine learning operation on the data, the machine learning operation comprising performing an augmented gamma belief network operation, the augmented gamma belief network operation producing an inferred function based upon the data; and, generating a cognitive insight based upon the cognitive profile generated using the inferred function generated by the augmented gamma belief network operation.

Augmented gamma belief network operation

A cognitive learning method comprising: receiving data from a plurality of data sources; processing the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation comprising a plurality of cognitive learning operation lifecycle phases, the cognitive learning operation applying a cognitive learning technique to generate a cognitive learning result; and, updating a destination based upon the cognitive learning result.

Method for performing a cognitive learning lifecycle operation

A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a ranked insight machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the ranked insight machine learning operations; and, generating a cognitive insight based upon the cognitive profile generated using the plurality of machine learning operations.

Ranked insight machine learning operation

A method, system and computer-usable medium for providing cognitive insights comprising receiving data from a plurality of data sources, the plurality of data sources comprising a blockchain data source, the blockchain data source providing blockchain data; processing the data from the plurality of data sources, the processing the data from the plurality of data sources performing data enriching to provide enriched data; generating the cognitive session graph, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data; and, associating a cognitive blockchain with the cognitive session graph.

Cognitive session graphs including blockchains

A method, system and computer readable medium for generating a cognitive insight comprising: receiving information regarding a temporal sequence of events; performing a temporal topic machine learning operation on the temporal sequence of events; generating a cognitive profile based upon the information generated by performing the temporal topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the temporal topic machine learning operation.

Temporal topic machine learning operation

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Austin, TX, United States of America

Matthew Sanchez