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User interface design determination method and device

A user interface and determination method technology, applied in the field of artificial intelligence and deep learning, can solve the problems of high design cost, long design cycle of user interface modules, etc., and achieve the effect of short evaluation time

Active Publication Date: 2020-09-18
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0004]However, each candidate design scheme of the existing scheme needs to undergo complicated processing and evaluation, resulting in a long design cycle and high design cost for the user interface module

Method used

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  • User interface design determination method and device

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Embodiment Construction

[0029] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0030] In the prior art, the design of the user interface module is mainly manually designed by the designer according to experience and preference. The design variables of each module are manually adjusted by the designer to form a small number of candidate design solutions, and a current one is determined after complicated processing and evaluation steps. The best ...

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Abstract

The invention discloses a user interface design determination method and device, and relates to the technical field of artificial intelligence and deep learning. According to the scheme, a screening model of a design scheme of a user interface module is obtained through L times of iterative training; randomly generating N design schemes of the user interface, inputting the N design schemes into ascreening model; obtaining M design schemes, generating a plurality of training data pairs according to the M design schemes, wherein each training data pair comprises two design schemes and a comparison result, a preference learning method of a Gaussian process is used for training the multiple training data pairs to obtain an evaluation model of the design schemes, the evaluation model is a Gaussian regression model, and the design schemes to be evaluated are input into the evaluation model to obtain scores of the design schemes to be evaluated. After the evaluation model is obtained throughoptimization, the evaluation model is used for automatically evaluating the design scheme, evaluation of the design scheme can be quickly completed, and the evaluation time is very short.

Description

technical field [0001] The embodiments of the present application relate to the technical field of artificial intelligence and deep learning, and in particular to a method and device for determining user interface design. Background technique [0002] The user interface of an application program on a mobile terminal (such as a mobile phone, a tablet computer, etc.) usually consists of some modules, which are hereinafter referred to as user interface modules, and the design of the user interface module affects the user's satisfaction with the application program. [0003] The design of the user interface module can be understood as an optimization problem of the value of some design variables (such as font size, frame height, frame color, etc.). In the prior art, the design of the user interface module mainly depends on the experience and preference of the designer. The design variables of each module are manually adjusted by the designer to form a small number of candidate d...

Claims

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Application Information

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IPC IPC(8): G06F8/38G06N20/00
CPCG06F8/38G06N20/00
Inventor 唐振威周景博赵敏葛翔庄福振邹黎明杨承磊熊辉
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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