Comprehensive evaluation model based on data and analysis system

Lei Zhang; Xinxin Jiang

doi:10.1117/12.2652477

6 September 2022 Comprehensive evaluation model based on data and analysis system

Lei Zhang, Xinxin Jiang

Proceedings Volume 12332, International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2022); 123321R (2022) https://doi.org/10.1117/12.2652477
Event: International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2022), 2022, Chengdu, China

Abstract

In the new era, digital economy has become a new economic growth point of enterprises, and data assets have been recognized and developed by more and more enterprises. By analyzing and evaluating the data, the potential of the data application can be quickly identified and effectively adjusted and optimized. This paper mainly studies the Data and Analysis system, establishes a data management model based on shipping enterprises, identify the indicators that measure the maturity level of ICM's D&M system- personnel, technology and process. We use evaluation, optimization, correlation and decision models to solve the problem, use NETLOGO to simulate, and give the results by MATLAB. Through this, to propose an improvement scheme for the original system, so as to achieve the purpose of further optimization of the system. Finally, we analyze the applicability of the model in detail by making and improving the decision tree, and point out its advantages and disadvantages.

Citation Download Citation

Lei Zhang and Xinxin Jiang "Comprehensive evaluation model based on data and analysis system", Proc. SPIE 12332, International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2022), 123321R (6 September 2022); https://doi.org/10.1117/12.2652477

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