Artificial intelligence evaluation method and system fusing multi-dimensional information
An artificial intelligence, multi-dimensional information technology, applied in software testing/debugging, error detection/correction, instruments, etc., can solve problems such as few artificial intelligence security and interpretability evaluation systems, and single artificial intelligence evaluation method.
Active Publication Date: 2021-06-04
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 purposes, 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 with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present invention.
[0034] The technical solution of the present invention is now described initially, as figure 1 shown, figure 1 A schematic flowchart of an artificial intelligence evaluation method integrating multi-dimensional information provided by an embodiment of the present invention.
[0035] Step 101: Generate a list of all evaluation items accordi...
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The invention provides an artificial intelligence evaluation method and system fusing multi-dimensional information, and the method comprises the steps of generating an evaluation item list according to a field to which a to-be-evaluated artificial intelligence product belongs, and calling original sample data corresponding to evaluation items; and according to the evaluation item list and the original sample data, calling a corresponding algorithm to sequentially generate evaluation contents of security, interpretability and accuracy; finally evaluating performance indexes, deploying the artificial intelligence product to be evaluated in a local server; carrying out security, interpretability, accuracy and performance evaluation on the artificial intelligence product by utilizing the prepared content, and recording each evaluation result and generating a report at the same time. The scheme has the advantages that the artificial intelligence product can be evaluated at multiple angles by fusing multi-dimensional information so as to guarantee the safe and compliant application of the artificial intelligence product; evaluation items can be adaptively selected according to artificial intelligence product characteristics, which is convenient and flexible; evaluation is carried out in objective modes such as evaluation item entries and index quantification, operation is visual and convenient, and subjective judgment of evaluators is reduced.
Description
technical field [0001] The invention relates to the field of artificial intelligence evaluation, in particular to an artificial intelligence evaluation method and system integrating 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 innovated, and great progress has been made in their promotion in various fields at home and abroad. Applications such as biometric identification, robo-advisory, intelligent risk control, and intelligent decision-making have been continuously launched, and more and more artificial intelligence products have landed in all walks of life, making services more convenient and efficient, and introducing an unprecedented sense of technology and convenience into people's lives. Cool fresh experience. However, in the proces...
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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