An artificial intelligence evaluation method and system integrating multi-dimensional information
A technology of artificial intelligence and multi-dimensional information, applied in the direction of error detection/correction, software testing/debugging, instruments, etc., can solve the problems of artificial intelligence security and interpretability evaluation systems, single artificial intelligence evaluation methods, etc., to achieve evaluation Intuitive and convenient operation, rich evaluation forms, and the effect of ensuring fairness
Active Publication Date: 2022-04-01
北京银联金卡科技有限公司
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[0009] The present invention provides an artificial intelligence evaluation method and system that integrates multi-dimensional information to solve the problems in the prior art that the artificial intelligence evaluation method is single and there are few evaluation systems for the safety and interpretability of artificial intelligence
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[0033] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0034] Now the technical scheme of the present invention is briefly described, as figure 1 as shown, figure 1 It is a schematic flow chart of an artificial intelligence evaluation method that integrates multi-dimensional information provided by an embodiment of the present invention.
[0035] Step 101. Generate a list of all evaluation item...
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The present invention provides an artificial intelligence evaluation method and system that integrates multi-dimensional information. According to the field of artificial intelligence products to be evaluated, a list of evaluation items is generated, and original sample data corresponding to the evaluation items are retrieved; based on the list of evaluation items and the original sample data, call The corresponding algorithm generates the evaluation content of security, interpretability and accuracy in sequence, and finally evaluates the performance indicators. After the artificial intelligence product to be evaluated is deployed on the local server, the security and interpretability of the artificial intelligence product are evaluated using the above prepared content. , accuracy and performance evaluation, while recording each evaluation result and generating a report. The advantage of this solution is that it can integrate multi-dimensional information and multi-angle evaluation of artificial intelligence products to ensure its safe and compliant application; it can adaptively select evaluation items according to the characteristics of artificial intelligence products, which is convenient and flexible; it uses objective methods such as evaluation item items and index quantification The evaluation is intuitive and convenient to operate, reducing the subjective judgment of the evaluators.
Description
technical field [0001] The invention relates to the field of artificial intelligence evaluation, in particular to an artificial intelligence evaluation method and system that integrates multi-dimensional information. Background technique [0002] In recent years, with the abundance of data resources, the improvement of computing power, and the emergence of new artificial intelligence algorithms, artificial intelligence applications and products have been continuously introduced, and great progress has been made in the promotion of various fields at home and abroad. Applications such as biometric identification, robo-advisory, smart risk control, and smart decision-making are constantly being launched, and more and more artificial intelligence products are being applied to various industries, making services more convenient and efficient, and introducing unprecedented sense of technology and convenience into people's lives. Cool fresh experience. However, in the process of t...
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IPC IPC(8): G06F11/36
CPCG06F11/3684G06F11/3688
Inventor 邱晓慧杨波孙璞王玲渠韶光张炼
Owner 北京银联金卡科技有限公司