Data processing method and device, computer equipment and storage medium
A data processing and data technology, applied in the field of data analysis, can solve the problems of enterprise seat violations and reduce the detection effect of quality inspection models
Pending Publication Date: 2019-10-01
CHINA PING AN LIFE INSURANCE CO LTD
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Problems solved by technology
[0002] At present, corporate agents communicate with customers through corporate telephones, certain client terminals, or web pages, and some corporate agents may violate regulations, which will have a certain negative impact on the company's reputation and economic benefits.
Therefore, the conversation messages between the company's supervisory agents and customers are very important. The quality inspection model can be used for the conversational messages between supervisory agents and customers, but a quality inspection model needs to be trained in advance. At this time, if the data used for training is too large Too much invalid data will reduce the detection effect of the quality inspection model
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[0031] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0032] The data processing method provided by the present invention can be applied in such as figure 1 An application environment in which a client communicates with a server over a network. Among them, the clients can be but not limited to various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices. The server can be implemented by an independent server or a server cluster composed of multiple servers....
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The invention discloses a data processing method and device, computer equipment and a storage medium. The data processing method comprises the steps: acquiring the number of sample data in an initialsample data set, and executing a data sampling process; clearing the noise to-be-marked data in the to-be-marked data set and keeping common to-be-marked data; selecting first to-be-marked data from the common to-be-marked data, and copying the first to-be-marked data to obtain second to-be-marked data; performing data marking on the first to-be-marked data by using a first marking rule to obtainfirst marking data, and performing data marking on the second to-be-marked data by using a second marking rule to obtain second marking data; and if the marking result in the first marking data is inconsistent with the marking result in the second marking data, recording the first marking data and the second marking data as invalid data, and clearing the invalid data. According to the invention, the invalid data in the sample data for model training are cleared in advance, so that the training effect and the detection effect of model training can be improved.
Description
technical field [0001] The present invention relates to the field of data analysis, in particular to a data processing method, device, computer equipment and storage medium. Background technique [0002] At present, corporate agents communicate with customers through corporate telephones, certain client terminals, or web pages, and some corporate agents may violate regulations, which will have a certain negative impact on the company's reputation and economic benefits. Therefore, the conversation messages between the company's supervisory agents and customers are very important. The quality inspection model can be used for the conversational messages between supervisory agents and customers, but a quality inspection model needs to be trained in advance. At this time, if the data used for training is too large Too much invalid data will reduce the detection effect of the quality inspection model. [0003] Therefore, it is an urgent problem for those skilled in the art to fin...
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Login to View More IPC IPC(8): G06Q10/06G06Q30/00G06K9/62
CPCG06Q10/06395G06Q30/018G06F18/214
Inventor 韩磊
Owner CHINA PING AN LIFE INSURANCE CO LTD