Business data processing method and device based on multi-modal hybrid model
A hybrid model and business data technology, applied in the field of artificial intelligence, can solve the problems of irrelevant processing, reduce the overall accuracy of policy data processing and business data processing efficiency, and achieve the goal of improving processing efficiency and overall accuracy Effect
Pending Publication Date: 2021-11-30
PING AN TECH (SHENZHEN) CO LTD
View PDF0 Cites 1 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0004] In view of this, the present application provides a business data processing method and device based on a multi-modal hybrid model, the main purpose of which is to improve the existing problems caused by multi-modal data processing using a separate model for single-modal data. There is no correlation between the processing, which reduces the overall accuracy of policy data processing and the technical problems of business data processing efficiency
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0068] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.
[0069] The embodiments of the present application may acquire and process relevant data based on artificial intelligence technology. Among them, artificial intelligence (AI) is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best r...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention provides a business data processing method and device based on a multi-modal hybrid model, and relates to the technical field of artificial intelligence. The main purpose of the invention is to improve the problem that the integrity accuracy of insurance policy data processing and the business data processing efficiency are reduced due to the processing irrelevance among all modalities caused by performing multi-modal data processing by using a single model for single-modal data in the prior art. Comprising the following steps: analyzing image data and text data in insurance policy service information; performing multi-modal hybrid recognition processing on the image data and the text data based on a trained multi-modal hybrid model to obtain a multi-modal hybrid processing result; performing label classification on the insurance policy service information according to the multi-mode mixing processing result, and analyzing the insurance policy service demand of each label classification after the label classification and an insurance acceptance starting trigger event; and when the underwriting starting trigger event is detected, starting an underwriting operation on the insurance policy service information.
Description
technical field [0001] The present application relates to the technical field of artificial intelligence, in particular to a business data processing method and device based on a multi-modal hybrid model. Background technique [0002] With the rapid development of artificial intelligence, artificial intelligence has been fully popularized in the big data field of medical insurance business. Among them, in order to reduce human errors in the processing of insurance policies, artificial intelligence can be used to process data on insurance policy business to achieve the accuracy and efficiency of underwriting. [0003] At present, the existing data processing process for insurance policy and underwriting is only a single model data processing for single-modal data, so as to obtain the data processing results of the policy. However, since the policy contains multi-modal data, only Data processing for a separate model of single-modal data will result in no correlation between t...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More IPC IPC(8): G06K9/00G06K9/62G06Q40/08
CPCG06Q40/08G06F18/214
Inventor 谯轶轩陈浩
Owner PING AN TECH (SHENZHEN) CO LTD