Patent ID: 11861378
Assignee: ASAPP, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system, comprising:
at least one server computer comprising at least one processor and at least one memory, the at least one server computer configured to:
obtain a training corpus comprising a sequence of graphical user interface (GUI) pages,
obtain a first GUI page and a second GUI page from the training corpus,
compute a first GUI page encoding by processing the first GUI page with a GUI page encoding model, wherein the first GUI page encoding is computed by processing representations of GUI elements of the first GUI page with the GUI page encoding model,
compute a second GUI page encoding by processing the second GUI page with the GUI page encoding model,
compute a predicted GUI page encoding by processing the first GUI page encoding with a page predictor model, wherein the predicted GUI page encoding is not computed using the second GUI page,
compute an error value using the predicted GUI page encoding and the second GUI page encoding, and
update parameters of the GUI page encoding model by performing back propagation using the error value,
wherein a GUI page encoding is a vector in a vector space that represents a GUI page.