Invention Grant
- Patent Title: Cognitive analysis of digital content for adjustment based on language proficiency level
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Application No.: US17301380Application Date: 2021-03-31
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Publication No.: US11893899B2Publication Date: 2024-02-06
- Inventor: Shinoj Zacharias , Smitha Tv , Amit Mane , Vivin Krishnan
- 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 Michael A. Petrocelli
- Main IPC: G09B19/00
- IPC: G09B19/00 ; G06F40/242 ; G06F40/289 ; G06F40/166

Abstract:
A computer adjusts digital content to match a user language proficiency level. The computer receives digital content including words and monitors word consumption activity of a user. The computer identifies troublesome words associated with content consumption delays and establishing a user language proficiency level based on a difficulty value associated with said troublesome words. The computer identifies content words having difficulty level above the language proficiency level. The computer identifies from a word corpus, exchange candidate words having a difficulty level equal to or below said language proficiency level. The computer generates using a natural language processing (NLP) algorithm, word embeddings for said target words and said exchange candidate words. The computer selects from the exchange candidate words, replacement words having word embeddings substantially the same as the word embeddings of said target words. The computer adjusts content by replacing the target words with the replacement words.
Public/Granted literature
- US20220319351A1 COGNITIVE ANALYSIS OF DIGITAL CONTENT FOR ADJUSTMENT BASED ON LANGUAGE PROFICIENCY LEVEL Public/Granted day:2022-10-06
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