System and Method for Automated Essay Authorship Authentication
The present invention is a computer-based method and system to provide a student of language arts or a language-arts program component automated feedback on an essay. Assignment Input including Essay Prompt, Key Themes, and a Sample Essay are loaded onto a computer device. Contemporaneously with a student's essay writing effort, a Function derives Specific Metric Values for each of the Assignment Input and Student Input, compares the values, and provides real-time writing prompts to the student based upon the Values' relative positions along a spectrum.
1 . A method of essay authorship authentication, comprising:
receiving a pool of human-language-drafted essays of verified authorship from a single author from one or more devices;
computing the presence of pre-defined metrics in said pool of human-language-drafted essays;
computing a classification value for the pool of human-language-drafted essays for said single author;
computing a classification value for a single document that does not belong to said pool of human-language-drafted essays, the classification value being related to the proportionality of metrics deviance of said pool of human-language-drafted essays to the metrics deviance of the single document;
comparing the classification value of said single document to the classification value of said pool of human-language-drafted essays of said single author; and
delivering to a user an assessment based upon said comparison as to whether said single document was drafted by said single author.
2 . The method of claim 1 , the human-language-drafted essays being in written form of any human language.
3 . The method of claim 1 , where said metrics include the time to draft each of the essays in said pool of human-language-drafted essays.
4 . The method of claim 1 , where said metrics include timing between different key presses for each of the essays in said pool of human-language-drafted essays.
5 . The method of claim 1 further comprising collecting differing combinations of key presses during the drafting of each of the essays in said pool of human-language-drafted essays.
6 . The method of claim 5 , where said collection of differing combinations of key presses are associated with said single author.
7 . The method of claim 1 , further comprising collecting edit events during the drafting of said single essay.
8 . The method of claim 7 , further comprising analyzing said collected edit events to calculate time or level of effort expended during the drafting of said single essay.
9 . A system of essay authorship authentication, comprising:
a server having a data processor in communication with a user interface;
the server receiving a pool of human-language-drafted essays of verified authorship from a single author from one or more devices;
the server computing the presence of pre-defined metrics in said pool of human-language-drafted essays;
said server computing a classification value for the pool of human-language-drafted essays for said single author;
the server computing a classification value for a single document that does not belong to said pool of human-language-drafted essays, the classification value being related to the proportionality of metrics deviance of said pool of human-language-drafted essays to the metrics deviance of the single document;
the server comparing the classification value of said single document to the classification value of said pool of human-language-drafted essays of said single author; and
said server delivering an assessment to a user as to whether said single document was drafted by said single author.
10 . The system of claim 9 , where the human-language-drafted essays are in written form of any human language.
11 . The system of claim 9 , where said metrics include the time to draft each of the essays in said pool of human-language-drafted essays.
12 . The system of claim 9 , where said metrics include timing between different key presses for each of the essays in said pool of human-language-drafted essays.
13 . The system of claim 9 further comprising collecting differing combinations of key presses during the drafting of each of the essays in said pool of human-language-drafted essays.
14 . The system of claim 13 , where said collection of differing combinations of key presses are associated with said single author.
15 . The system of claim 9 , further comprising collecting edit events during the drafting of said single essay.
16 . The system of claim 15 , further comprising analyzing said collected edit events to calculate time or level of effort expended during the drafting of said single essay.
17 . The system of claim 10 , further comprising receiving a human-language-drafted essay from at least one of said user devices during the time a user is drafting said human-language-drafted essay.
18 . The system of claim 10 , further comprising displaying said one or more writing prompts to at least one or said user devices as feedback during the time a user is drafting said human-language-drafted essay.