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AssigneeSIT Programming School AG
InventorsSergey Shedov, Ivan Dobrosovestnov, Daniil Imani, Semen Obukhov, Serg Bell, Stanislav Protasov
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A method and system for automatically assigning a behavioral category to a subject's study progress corresponding to a particular test with an option to submit multiple versions of a solution. The method is based on abstracting subject solution versions into abstractions that are mapped to previously identified solution abstraction clusters based on some solution abstraction clustering criteria; calculating subject's path through these solution abstraction clusters and identifying a previously identified behavioral cluster to which subject's path is mapped using certain path clustering criteria. As the progress of a subject's solutions through a period of time reflects the evolution of the subject's understanding of the subject, attribution of the subject's path to a behavioral cluster allows for automatic classification of such understanding including identification of abuse or misuse of the educational process.
A method for automatically assigning, in a computer system, a behavioral category to a test subject's progress represented by an ordered collection of versions of a solution to a given test using solution graph clusters and behavioral clusters, the method comprising:
A system for automatically assigning a behavioral category to a test subject's progress represented by an ordered collection of versions of a solution to a test using solution graph clusters and behavioral clusters, the system comprising:
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