Proceedings of the International Conference on Financial Innovation, FinTech and Information Technology, FFIT 2022, October 28-30, 2022, Shenzhen, China

Research Article

Summary of Data Label Research under Smart Finance

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  • @INPROCEEDINGS{10.4108/eai.28-10-2022.2328436,
        author={Chao  Yu and Zhiqiang  Gao and Xiaolong  Cui and Shaozhe  Guo},
        title={Summary of Data Label Research under Smart Finance},
        proceedings={Proceedings of the International Conference on Financial Innovation, FinTech and Information Technology, FFIT 2022, October 28-30, 2022, Shenzhen, China},
        publisher={EAI},
        proceedings_a={FFIT},
        year={2023},
        month={4},
        keywords={data label; artificial intelligence; big data; finance},
        doi={10.4108/eai.28-10-2022.2328436}
    }
    
  • Chao Yu
    Zhiqiang Gao
    Xiaolong Cui
    Shaozhe Guo
    Year: 2023
    Summary of Data Label Research under Smart Finance
    FFIT
    EAI
    DOI: 10.4108/eai.28-10-2022.2328436
Chao Yu1,*, Zhiqiang Gao1, Xiaolong Cui1, Shaozhe Guo1
  • 1: Engineering University of PAP
*Contact email: 1838923947@qq.com

Abstract

How financial product managers better understand and manage users involves the use of data tags. From the perspective of label, this paper expounds the generation method of data labels, summarizes the classic common data set, open source data annotation tools and commercial crowdsourcing platform, expounds the different application scenarios of data labels under big data, and briefly summarizes the tag system and user portrait system. Finally, the development of labeling from labeling requirements, labeling efficiency and data security is discussed, and a distributed labeling system is proposed for data security problems.