International Business Machines Corporation

Better Walk, Inc.

Pranav Chunduri

Jacob Thomas Covell

Partha Sarathy Unnava

Tyler Jack Prescott Harmon

Clarissa Ho

Zachary A Silverstein

Clement Decrop

Thomas Jefferson Sandridge

Spencer Sturton

A computer-implemented method and a computer program product for optimizing groupings in a breakout session in a virtual classroom. A computer retrieves profiles of students in the virtual classroom, where the profiles of the students include data of academic performances of the students. The computer retrieves a known correspondents archive which includes historic data of productivities correlated to interactions among the students. In response to initialization of the breakout session in the virtual classroom, the computer determines optimal groups that yield most productive results, based on the profiles of the students, the known correspondents archive, and requirements of group settings given by an instructor, using a machine learning model. The computer provides the instructor with the optimal groups. In another embodiment, the computer analyzes context of customized assignments for the breakout session and determines the optimal groups further based on the context to the customized assignments.

Using a machine learning model to optimize groupings in a breakout session in a virtual classroom

A computer-implemented method, a computer program product, and a computer system for dynamically adjusting zoom settings in a multiple user environment. A server determines whether the multiple user environment is an environment of co-located users or an environment of distributed users. In response to determining the environment of the co-located users, the server determines an aggregated preference, determines an optimal zoom setting for a singular display based on the aggregated preference, and adjusts the singular display based on the optimal zoom setting for the singular display. In response to determining the environment of the distributed users, the server determines optimal zoom settings for respective ones of the multiple displays, based on preferences of respective ones of the distributed users, and the server adjusts the respective ones of the multiple displays, based on the optimal zoom settings for the respective ones of the multiple displays.

Dynamically adjusting zoom settings by a server in multiple user environments

A cognitive augmented reality selection assistant of a personal imaging system provides users with recommendations to best fit their needs in real time through AR overlay of the personal transportation. The personal imaging system allows real time input to be provided, including alterations to the personal transportation or recognition of possible faulty equipment associated with the personal transportation.

Sharing system selection assistant

Joint stabilization sock

Growing community of inventors

Cary, NC, United States of America

Pranav Chunduri