Personalized automatic content aggregation generation

Abstract

Generating personalized aggregated content is disclosed herein. The system can include a memory include an aggregated content database. The system can include a user device having a first network interface and a first I/O subsystem. The system can include one or more servers that can include a packet selection system and a presentation system. These one or more servers can: receive content files from the user device. A server can parse the content files and further generate features and feature vectors based on a related domain model. Content from the parsed content files may then be used to generate cards or content aggregations.

What is claimed is: 
     
         1 . A system comprising:
 a database coupled to a network and storing:   a plurality of electronic flashcards, each comprising at least one text string extracted from at least one of a plurality of content files sharing a common subject; and   at least one electronic flashcard display criteria;   a server comprising a computing device coupled to the network and comprising at least one processor executing instructions within memory which, when executed, cause the system to:   receive, via a graphical user interface (GUI) displayed on a client device coupled to the network, a user input comprising a user-generated content file;   extract, from the user-generated content file, a text string;   automatically generate an electronic flashcard from the text string;   execute a database command storing the electronic flashcard in the database in association with a user profile for the user that input the user-generated content file;   responsive to a determination that the electronic flashcard does not satisfy the display criteria, execute a database command selecting the at least one of the plurality of electronic flashcards; and   transmit the at least one of the plurality of electronic flashcards to the client device for display.   
     
     
         2 . The system of  claim 1 , wherein the instructions further cause the system to:
 store, in the database, a threshold value;   compare the electronic flashcard to the threshold value; and   responsive to a determination that a value associated with the electronic flashcard is less than the threshold value, transmit the flashcard to the client device for display.   
     
     
         3 . The system of  claim 1 , wherein the instructions further cause the system to receive the threshold value from the GUI displayed on the client device. 
     
     
         4 . The system of  claim 1 , wherein the instructions further cause the system to select the at least one electronic flashcard from the plurality of electronic flashcards according to a topic model applied to the text string generated from the user-generated content file. 
     
     
         5 . The system of  claim 1 , wherein the instructions further cause the system to determine whether to transmit the at least one electronic flashcard to the client device based on a topic model applied to the text string generated from the user-generated content file. 
     
     
         6 . The system of  claim 1 , wherein the instructions further cause the system to:
 execute a database command selecting the at least one of the plurality of electronic flashcards based on at least two words common with the text string; and   transmit the at least one of the plurality of flashcards to the client device for display.   
     
     
         7 . The system of  claim 1 , wherein the instructions further cause the system to convert the at least one of the plurality of content files from a composed document. 
     
     
         8 . The system of  claim 1 , wherein the at least one of the plurality of content files and the user-generated content file comprise at least one of audio files, text documents, scanned documents, word processor generated documents, PDF generated documents, and presentation processing created documents. 
     
     
         9 . A method comprising:
 storing, by a server comprising a computing device coupled to a network and comprising at least one processor executing instructions within memory, within a database coupled to the network and storing:   a plurality of electronic flashcards, each comprising at least one text string extracted from at least one of a plurality of content files sharing a common subject; and   at least one electronic flashcard display criteria;   receiving, by the server via a graphical user interface (GUI) displayed on a client device coupled to the network, a user input comprising a user-generated content file;   extracting, by the server, from the user-generated content file, a text string;   automatically generating, by the server, an electronic flashcard from the text string;   executing, by the server, a database command storing the electronic flashcard in the database in association with a user profile for the user that input the user-generated content file;   responsive to a determination that the electronic flashcard does not satisfy the display criteria, executing, by the server, a database command selecting the at least one of the plurality of electronic flashcards; and   transmitting, by the server, the at least one of the plurality of electronic flashcards to the client device for display.   
     
     
         10 . The method of  claim 9 , further comprising the steps of:
 storing, by the server within the database, a threshold value;   comparing, by the server, the electronic flashcard to the threshold value; and   responsive to a determination that a value associated with the electronic flashcard is less than the threshold value, transmitting, by the sever, the flashcard to the client device for display.   
     
     
         11 . The method of  claim 9 , further comprising the step of receiving, by the server, the threshold value from the GUI displayed on the client device. 
     
     
         12 . The method of  claim 9 , further comprising the step of selecting, by the server, the at least one electronic flashcard from the plurality of electronic flashcards according to a topic model applied to the text string generated from the user-generated content file. 
     
     
         13 . The method of  claim 9 , further comprising the step of determining, by the server, whether to transmit the at least one electronic flashcard to the client device based on a topic model applied to the text string generated from the user-generated content file. 
     
     
         14 . The method of  claim 9 , further comprising the steps of:
 executing, by the server, a database command selecting the at least one of the plurality of electronic flashcards based on at least two words common with the text string; and   transmitting, by the server, the at least one of the plurality of flashcards to the client device for display.   
     
     
         15 . The method of  claim 9 , further comprising the step of converting, by the server, the at least one of the plurality of content files from a composed document. 
     
     
         16 . The method of  claim 9 , wherein the at least one of the plurality of content files and the user-generated content file comprise at least one of audio files, text documents, scanned documents, word processor generated documents, PDF generated documents, and presentation processing created documents.