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CN-121985303-A - Data processing method, computing device, computer readable storage medium, and program product

CN121985303ACN 121985303 ACN121985303 ACN 121985303ACN-121985303-A

Abstract

The embodiment of the specification provides a data processing method, computing equipment, a computer readable storage medium and a program product, wherein the data processing method comprises the steps of obtaining a short message to be processed and a prompt text corresponding to the short message to be processed, inputting the short message to be processed and the prompt text into a short message evaluation model to obtain an evaluation report output by the short message evaluation model, wherein the evaluation report comprises a risk grade for grading the short message to be processed according to an audit rule in the prompt text, and determining an audit result corresponding to the short message to be processed according to the risk grade in the evaluation report.

Inventors

  • ZHANG JIJIN

Assignees

  • 阿里健康科技(中国)有限公司

Dates

Publication Date
20260505
Application Date
20251215

Claims (10)

  1. 1. A data processing method, comprising: Acquiring a short message to be processed and a prompt text corresponding to the short message to be processed; inputting the short message to be processed and the prompt text into a short message evaluation model to obtain an evaluation report output by the short message evaluation model, wherein the evaluation report comprises risk grades for grading the short message to be processed according to an audit rule in the prompt text; And determining an auditing result corresponding to the short message to be processed according to the risk level in the evaluation report.
  2. 2. The method of claim 1, obtaining a short message to be processed and a prompt text corresponding to the short message to be processed, comprising: extracting the entity of the short message to be processed to obtain a target entity; and carrying out entity classification on the target entity, and determining a prompt text corresponding to the short message to be processed according to the classification result, wherein the prompt text comprises auditing rules corresponding to the classification result, and the severity of the auditing rules corresponding to different classification results is different.
  3. 3. The method of claim 1, wherein inputting the short message to be processed and the prompt text into a short message evaluation model to obtain an evaluation report output by the short message evaluation model, comprises: Inputting the short message to be processed and the prompt text into a short message evaluation model, and detecting the short message to be processed in multiple dimensions based on the short message evaluation model to obtain detection results in multiple dimensions; and obtaining and outputting the evaluation report according to the detection results of the multiple dimensions.
  4. 4. The method of claim 3, wherein the detecting the short message to be processed in multiple dimensions based on the short message evaluation model, to obtain a detection result in multiple dimensions, includes: And carrying out semantic detection, clause matching and grading on the short message to be processed based on the short message evaluation model and the auditing rule in the prompt text, and respectively obtaining a semantic detection result, a compliance detection result and a risk grade, wherein the risk grade comprises a first grade, a second grade and a third grade.
  5. 5. The method of claim 4, obtaining and outputting the assessment report based on the detection results of the plurality of dimensions, comprising: Generating auditing suggestions according to the semantic detection result and the compliance detection result; And obtaining and outputting an evaluation report containing the semantic detection result, the compliance detection result, the auditing advice and the risk level.
  6. 6. The method of claim 5, wherein determining the auditing result corresponding to the short message to be processed according to the risk level in the evaluation report comprises: transmitting the evaluation report to a rechecking end under the condition that the risk level in the evaluation report is the first level, so as to determine that the auditing result corresponding to the short message to be processed is not passed under the condition that the rechecking end determines that the semantic detection result and the compliance detection result are correct; Under the condition that the risk level in the evaluation report is the second level, the evaluation report is sent to the rechecking end, so that the rechecking end carries out auditing on the short message to be processed according to the auditing advice in the evaluation report, and an auditing result corresponding to the short message to be processed is determined, wherein the auditing result is passing or failing; And under the condition that the risk level in the evaluation report is the third level, determining that the auditing result corresponding to the short message to be processed is passed.
  7. 7. The method according to any one of claims 1-6, further comprising, after determining an audit result corresponding to the short message to be processed: storing the short message to be processed, the evaluation report and the auditing result into an auditing log; and carrying out iterative training on the short message evaluation model based on the short message to be processed, the evaluation report and the auditing result in the auditing log.
  8. 8. A computing device, comprising: A memory and a processor; The memory is adapted to store a computer program/instruction, the processor being adapted to execute the computer program/instruction, which when executed by the processor, implements the steps of the data processing method of any of claims 1 to 7.
  9. 9. A computer readable storage medium storing a computer program/instruction which, when executed by a processor, implements the steps of the data processing method of any one of claims 1 to 7.
  10. 10. A computer program product comprising computer programs/instructions which, when executed by a processor, implement the steps of the data processing method of any of claims 1 to 7.

Description

Data processing method, computing device, computer readable storage medium, and program product Technical Field The embodiment of the specification relates to the technical field of computers, in particular to a data processing method. Background In the medical field, medical short messages are required to meet the rule limiting requirement, so that short message service providers need to audit the short messages submitted by merchants, under the condition of auditing based on keywords, the problem of missed audit caused by untimely updating of the keywords is easy to occur, and under the condition of auditing based on manual operation, the problems of high cost, low efficiency and missed audit caused by fatigue are easy to occur. Disclosure of Invention In view of this, the present embodiments provide a data processing method. One or more embodiments of the present specification are also directed to a data processing apparatus, a computing device, a computer-readable storage medium, and a computer program product that address the deficiencies of the prior art. According to a first aspect of embodiments of the present specification, there is provided a data processing method, including: Acquiring a short message to be processed and a prompt text corresponding to the short message to be processed; inputting the short message to be processed and the prompt text into a short message evaluation model to obtain an evaluation report output by the short message evaluation model, wherein the evaluation report comprises risk grades for grading the short message to be processed according to an audit rule in the prompt text; And determining an auditing result corresponding to the short message to be processed according to the risk level in the evaluation report. According to a second aspect of embodiments of the present specification, there is provided a data processing apparatus comprising: the short message acquisition module is configured to acquire a short message to be processed and a prompt text corresponding to the short message to be processed; The short message evaluation module is configured to input the short message to be processed and the prompt text into a short message evaluation model to obtain an evaluation report output by the short message evaluation model, wherein the evaluation report comprises risk grades for grading the short message to be processed according to an auditing rule in the prompt text; And the result obtaining module is configured to determine an auditing result corresponding to the short message to be processed according to the risk level in the evaluation report. According to a third aspect of embodiments of the present specification, there is provided a computing device comprising: A memory and a processor; The memory is used for storing computer programs/instructions, and the processor is used for executing the computer programs/instructions, and the computer programs/instructions realize the steps of the data processing method when being executed by the processor. According to a fourth aspect of embodiments of the present specification, there is provided a computer readable storage medium storing a computer program/instruction which, when executed by a processor, implements the steps of the data processing method described above. According to a fifth aspect of embodiments of the present specification, there is provided a computer program product comprising computer programs/instructions which, when executed by a processor, implement the steps of the data processing method described above. According to the data processing method provided by the embodiment of the specification, the short message to be processed and the prompt text corresponding to the short message to be processed are obtained, the prompt text corresponding to the short message to be processed is determined to provide targeted guidance for subsequent auditing, the short message to be processed and the prompt text are input into a short message evaluation model, an evaluation report output by the short message evaluation model is obtained, semantic understanding can be carried out on the short message to be processed based on natural language processing of the short message evaluation model, and therefore deep violation problems possibly missed by a manual auditor due to fatigue or negligence are avoided, and the auditing result corresponding to the short message to be processed is determined according to the risk level in the evaluation report, so that the labor cost of the whole auditing is remarkably reduced, the auditing efficiency is improved, the missed auditing and mistrial risks caused by manual fatigue are reduced, and the optimization balance of cost, efficiency and accuracy is realized. Drawings FIG. 1 is a schematic view of a data processing method according to an embodiment of the present disclosure; FIG. 2 is a flow chart of a method of data processing provided in one embodiment of the present disclo