Invention Grant
- Patent Title: System for evaluating journal articles
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Application No.: US15413618Application Date: 2017-01-24
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Publication No.: US11100422B2Publication Date: 2021-08-24
- Inventor: Corville O. Allen , John M. Cusick , Shannen B. Lambdin , Nicolas B. Lopez , Anuj Sharma
- 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
- Agent Andrew DeLizio; Randy E. Tejeda
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N20/00 ; G06F16/35 ; G16H70/00 ; G06N5/04

Abstract:
A method of machine learning that teaches a computer to determine likelihood that a medical journal article is classified as high value for an intended system. In some embodiments, the method includes procuring, in a medical articles database on the computer, a training set including medical articles recommended by subject matter experts associated with medical journals that have published the medical articles. The method can also include identifying, by a feature extraction controller of the computer, first features in the medical articles via a remote annotation service and a remote article information service. The method can also include identifying, by intended system services electronically available to the intended system, second features in the medical articles. The method can also include reducing, by the feature extraction controller, the first and second features to form a set of relevant features.
Public/Granted literature
- US20180211173A1 SYSTEM FOR EVALUATING JOURNAL ARTICLES Public/Granted day:2018-07-26
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