Research Article
Summary of Data Label Research under Smart Finance
@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
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.
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