GENERATING QUESTION AND ANSWER PAIRS TO ASSESS UNDERSTANDING OF KEY CONCEPTS IN SOCIAL LEARNING PLAYLIST

Patent №

US 9,569,488

Granted

2017-02-14

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14684388

A method, system and computer program product for determining whether the social learning playlist is effective in educating participants. The text of the collection of online materials of a social learning playlist is scanned to identify key concepts (i.e., the most important points) using natural language processing. The user selects a concept from a list of key concepts, which includes these identified key concepts, and a type of question (e.g., true/false) to be used in assessing the understanding of the selected key concept. The selected type of question and answer to the question are generated using analytic analysis and artificial intelligence on the online materials of the playlist. In this manner, by generating appropriate question and answer pairs, where the questions are inserted at selected locations within the playlist, the creator of the playlist is able to assess whether the participants are understanding the key concepts in the playlist.

Machine learningNatural languageSpeechKnowledge representationPlanningG06F 16/24522G06F 16/24575G06F 16/285G06F 16/345G06F 16/9535G06Q 10/40G09B 7/00G09B 7/02

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning1.00
Speech0.90
AI hardware0.19
Vision0.02
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 353880173

Assignors

BOYER, JOHN M., PERRY, ETHAN L., SUMMERVILLE, MARION R.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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