Invention Grant
- Patent Title: Cognitive essay annotation
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Application No.: US15945500Application Date: 2018-04-04
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Publication No.: US10957212B2Publication Date: 2021-03-23
- Inventor: Laurence Plant , James D. Cleaver , Stefan Harrer
- 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 Aaron Pontikos, Esq.; Hye Jin Lucy Song, Esq.
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G09B5/08

Abstract:
Methods, computer program products, and systems are presented. The methods include, for instance: obtaining sample essays, sample annotations corresponding to the sample essays, and a subject content for building a subject domain comprehension model and an essay annotation model, by use of one or more neural network. The nodes of the subject domain comprehension model and the essay annotation model are interconnected based on respective relevancies for automatically annotating student works according to a standard of review corresponding to submitting students.
Public/Granted literature
- US20190311641A1 COGNITIVE ESSAY ANNOTATION Public/Granted day:2019-10-10
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