Invention Grant
- Patent Title: Real-time in-venue cognitive recommendations to user based on user behavior
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Application No.: US16010952Application Date: 2018-06-18
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Publication No.: US10909606B2Publication Date: 2021-02-02
- Inventor: Lisa Seacat DeLuca , Trevor Grant , David M. Ogle
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Heslin Rothenberg Farley & Mesiti P.C.
- Agent Stephanie Carusillo, Esq.; Wayne F. Reinke, Esq.
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F16/23 ; G06Q30/06 ; G06N5/02

Abstract:
User behaviors are monitored, by machine logic, during a visit to a venue by a user, the user behaviors associated with user interactions with items in the venue, a location of the items being tracked. In real-time, based, at least in part, on the user behaviors and the items, a subsequent behavior of the user is predicted, by machine logic, the predicting resulting in predicted behavior(s). Cognitive recommendations are provided, by machine logic, to the user in real-time during the visit, the cognitive recommendations corresponding to additional item(s) based, at least in part, on the predicted behaviors and the items. Machine learning is used to train a system for facilitating the noted aspects, as well as to update training.
Public/Granted literature
- US20190385212A1 REAL-TIME IN-VENUE COGNITIVE RECOMMENDATIONS TO USER BASED ON USER BEHAVIOR Public/Granted day:2019-12-19
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