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

Claim 0:
1. A computer-implemented method, comprising:
obtaining a training corpus comprising a sequence of graphical user interface (GUI) pages; and
training a GUI page encoding model to compute a GUI page encoding from a GUI page, wherein the GUI page encoding is a vector in a vector space that represents the GUI page, and wherein the training comprises:
obtaining a first GUI page and a second GUI page from the training corpus,
computing a first GUI page encoding by processing the first GUI page with the 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,
computing a second GUI page encoding by processing the second GUI page with the GUI page encoding model,
computing 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,
computing an error value using the predicted GUI page encoding and the second GUI page encoding, and
updating parameters of the GUI page encoding model by performing back propagation using the error value.