Invention Grant
- Patent Title: Cognitive generation of tailored analogies
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Application No.: US17232387Application Date: 2021-04-16
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Publication No.: US11941000B2Publication Date: 2024-03-26
- Inventor: Shikhar Kwatra , Robert E. Loredo , Frederik Frank Flöther , Stefan Ravizza
- 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: Garg Law Firm, PLLC
- Agent Rakesh Garg; Nicholas Welling
- Main IPC: G06F16/9535
- IPC: G06F16/9535 ; G06F16/245 ; G06F16/2457 ; G06F16/248 ; G06F16/28 ; G06F16/58 ; G06F16/587 ; G06F16/951 ; G06F16/9536 ; G06F18/22 ; G06F18/23213 ; G06N3/04 ; G06Q30/04 ; G10L15/26 ; G06F16/583

Abstract:
An embodiment includes processing a dataset to generate a set of feature vectors that include a first feature vector corresponding to a first concept within a user's areas of interest and a second feature vector corresponding to a second concept within the user's areas of study. The embodiment identifies clusters of the feature vectors and identifies key features that most contribute to influencing the clustering algorithm. The embodiment selects the first feature vector in response to a user query, and then selects the second feature vector based on an overlap between key features of the first and second feature vectors and a degree of dissimilarity between the first and second concepts. The embodiment outputs a query response that includes the second concept. The embodiment also determines an effectiveness value based on sensor data indicative of a user action responsive to the outputting of the response to the query.
Public/Granted literature
- US20220335041A1 COGNITIVE GENERATION OF TAILORED ANALOGIES Public/Granted day:2022-10-20
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