System and method for automatic content aggregation evaluation
First Claim
1. A system for creation and multi-level evaluation of flashcards, the system comprising:
- memory comprising;
a content library database, wherein the content library database is configured to store one or several flash cards;
a user device comprising;
a first network interface configured to exchange data via a communication network; and
a first I/O subsystem configured to convert electrical signals to user interpretable outputs via a user interface; and
one or more servers, wherein the one or more servers are configured to;
create a flash card;
retrieve the flash card from the content library database, wherein the flash card comprises a presentation portion and an extraction portion comprising a correct response, wherein the extraction portion is designated for removal from the flash card before presentation;
generate a flash card score according to one or several identified attributes of the flash card;
select to keep the flash card based on the flash card score;
extract content features from the flash card, wherein the content features comprise at least one count of at least one word type;
generate a plurality of content parameters based on the extracted content features;
retrieve a statistical model from a model database;
generate an evaluation result by inputting the content parameters into the statistical model, wherein the evaluation result is an output of the statistical model; and
determine to store the flash card based on the evaluation result.
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Accused Products
Abstract
Systems and methods for content aggregation creation are disclosed herein. The system can include memory having a content database and an aggregation database. The system can include a user device having a first network interface and a first I/O subsystem. The system can include a server that can: provide content to the user device via a first electrical signal; receive a selection of a portion of the provided content from the user device via a second electrical signal; automatically extract sentences from the selected portion of the provided content via a natural language processor; automatically generate a parse tree for one of the automatically extracted sentences; identify noun phrases from the part of speech tags within the parse tree; place content associated with one of the noun phrase in a content aggregation; and output the content aggregation to the user device.
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Citations
17 Claims
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1. A system for creation and multi-level evaluation of flashcards, the system comprising:
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memory comprising; a content library database, wherein the content library database is configured to store one or several flash cards; a user device comprising; a first network interface configured to exchange data via a communication network; and a first I/O subsystem configured to convert electrical signals to user interpretable outputs via a user interface; and one or more servers, wherein the one or more servers are configured to; create a flash card; retrieve the flash card from the content library database, wherein the flash card comprises a presentation portion and an extraction portion comprising a correct response, wherein the extraction portion is designated for removal from the flash card before presentation; generate a flash card score according to one or several identified attributes of the flash card; select to keep the flash card based on the flash card score; extract content features from the flash card, wherein the content features comprise at least one count of at least one word type; generate a plurality of content parameters based on the extracted content features; retrieve a statistical model from a model database; generate an evaluation result by inputting the content parameters into the statistical model, wherein the evaluation result is an output of the statistical model; and determine to store the flash card based on the evaluation result. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A method for creation and multi-level evaluation of flash cards comprising:
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creating a flash card; retrieving the flash card from a content library database, wherein the flash card comprises a presentation portion and an extraction portion comprising a correct response, wherein the extraction portion is designated for removal from the flash card before presentation; generating a flash card score according to one or several identified attributes of the flash card; selecting to keep the flash card based on the flash card score; extracting content features from the flash card, wherein the content features comprise at least one count of at least one word type; generating a plurality of content parameters based on the extracted content features; retrieving a statistical model from a model database; generating an evaluation result by inputting the content parameters into the statistical model, wherein the evaluation result is an output of the statistical model; and determine to store the flash card based on the evaluation result. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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Specification