User tag generation method and device, equipment, medium and program product

By analyzing multi-dimensional user data and filtering generative large-scale models, the problem of user tag generation relies on manual judgment in the prior art is solved, which improves the accuracy and timeliness of tags and reduces costs.

CN119719907APending Publication Date: 2025-03-28INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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Patent Information

Application Number
CN202411859931.7
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-17
Publication Date
2025-03-28

AI Technical Summary

Technical Problem

In the prior art, the user tag generation method relies on manual judgment, and there are problems such as high subjectivity, high cost, long time and low accuracy, which affects the precise operation level and user experience.

Method used

By analyzing multi-dimensional user data, users' initial labels of m dimensions are generated, and tag preprocessing is performed. User feature labels are filtered using pre-trained generative large models to generate user tag results.

Benefits of technology

It improves the accuracy and timeliness of user tags, reduces the cost of data analysis and manual screening, and improves the level of precise operation.

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Abstract

The invention provides a user tag generation method which can be applied to the field of artificial intelligence. The method comprises the following steps: analyzing multi-dimensional user data to obtain user initial tags of m dimensions; m is an integer greater than 1; performing label preprocessing on the user initial labels of the m dimensions to obtain user feature labels of the m dimensions; and based on the multi-dimensional user data, screening the user feature tags of the m dimensions by using a pre-trained generative large model to generate a user tag result. Therefore, according to the user tag generation method disclosed by the invention, the timeliness of extracting and processing the user tag is improved, the accuracy of the user tag is improved, and the data analysis and manual screening cost is reduced. The invention further provides a user tag generation device and equipment, a medium and a program product.
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