Generating question and answer pairs to assess understanding of key concepts in social learning playlist
View Patent ↗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.
1. A method for determining whether a social learning playlist is effective in educating participants, the method comprising:
receiving a social learning playlist to educate participants containing a collection of online materials;
scanning, by a processor, said collection of online materials of said social learning playlist to identify key concepts from text of said collection of online materials using natural language processing;
forming a list of key concepts comprising said identified key concepts;
receiving a selection of a key concept from said list of key concepts and a type of question to be used in assessing understanding of said selected key concept; and
generating said selected type of question and answer to said selected type of question to assess understanding of said selected key concept using analytic analysis and artificial intelligence on said collection of online materials of said social learning playlist.
2. The method as recited in claim 1 further comprising:
analyzing search queries used to locate said social learning playlist and content items within said social learning playlist to identify additional key concepts using said natural language processing; and
analyzing social commentary of said social learning playlist to identify additional key concepts using said natural language processing.
3. The method as recited in claim 2 further comprising:
prioritizing said identified key concepts using a weighting algorithm which are presented to a user for approval.
4. The method as recited in claim 3 further comprising:
receiving acceptance of said prioritized identified key concepts or one or more of edits to said prioritized identified key concepts and additional key concepts to form said list of key concepts.
5. The method as recited in claim 1 further comprising:
presenting said generated question and answer to a user for approval; and
receiving acceptance of said generated question and answer or edits to text of one or more of said generated question and answer.
6. The method as recited in claim 1 further comprising:
receiving a selected location in said social learning playlist where said generated question is to appear.
7. The method as recited in claim 1 further comprising:
tracking success of participants in successfully answering said generated question to assess said participants' understanding of said selected key concept.