Identifying patterns of learning content consumption across multiple entities and automatically determining a customized learning plan based on the patterns

US10373093B2 · kind B2 · utility

Assignee

• International Business Machines Corporation · US

Inventors

• Shota Aki · Weare, US
• John J. Ambrose · Nashua, US
• Yi-Min Chee · Briarcliff Manor, US
• Wesley M. Gifford · Ridgefield, US
• Ashish Jagmohan · Dobbs Ferry, US
• Suzanne M. Rodeman · Fairport, US
• Anshul Sheopuri · Teaneck, US

Key dates

• Filing date: Oct 27, 2015
• Grant date: Aug 6, 2019
• Expiry date: Jul 10, 2037

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q50/2057
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

Identifying one or more patterns of content consumption across multiple entities and determining an engagement action for a user of an entity based on the patterns may include receiving information associated with content, cross-industry user data associated with consumption of the content, and a given organization user data associated with consumption of the content. A first set of consumption profile vectors associated with the given organization and one or more second set of consumption profile vectors associated respectively with one or more cross-industry organizations may be generated. Information associated with a target user in the given organization may be received. A customized learning plan for the target user in the given organization may be generated based on the first set of consumption profile vectors, the one or more second set of consumption profile vectors, and the information associated with the target user.