Abnormal information processing method and device, equipment, storage medium and program product

Abstract

The invention relates to an abnormal information processing method and device, equipment, a storage medium and a program product. The method comprises the steps that under the condition that an information processing request for an abnormal base station is detected, a target query vector is constructed according to keywords in the information processing request, intention analysis is conducted on the information processing request to obtain an information processing intention, and a target information processing mode is determined according to the information processing intention and an information dependency graph, the information dependency graph is constructed based on the dependency relationship between different information processing modes and the inclusion relationship of each query intention to different information processing modes, querying in the abnormal base station database according to the target query vector to obtain a data query result for the abnormal base station, and adopting the target information processing mode to obtain the data query result for the abnormal base station. And processing the data query result. By adopting the method, the abnormal information processing efficiency and accuracy can be improved.

Claims

1. A method for processing abnormal information, characterized in that: The method comprises: In the case of detecting an information processing request for an abnormal base station, constructing a target query vector according to keywords in the information processing request, and performing intent analysis on the information processing request to obtain an information processing intent; Determine the target information processing method according to the information processing intention and the information dependency graph; wherein the information dependency graph is constructed based on the dependency relationship between different information processing methods and the inclusion relationship of each query intention to different information processing methods; According to the target query vector, query is performed in an abnormal base station database to obtain a data query result for the abnormal base station; The target information processing method is adopted to process the data query result.

2. The method according to claim 1, characterized in that Determining the target information processing method according to the information processing intention and the information dependency graph includes: The information processing method included in the information processing intention in the information dependency graph is used as the first information processing method; Using an information processing method that has a dependency relationship with the first information processing method in the information dependency graph as a second information processing method; A target information processing method is generated according to the first information processing method, the second information processing method, and a dependency relationship between the first information processing method and the second information processing method.

3. The method according to claim 1, characterized in that The querying in the abnormal base station database according to the target query vector to obtain a data query result for the abnormal base station includes: According to the target query vector, query is performed in an abnormal base station database to obtain an initial query result for the abnormal base station; In the case where the initial query result is empty, the target query vector is split into at least one query restriction vector according to the query restriction condition contained in the target query vector; wherein each query restriction condition corresponds to one query restriction vector; Modifying the at least one query restriction vector to obtain a modified query vector corresponding to the target query vector; According to the modified query vector, a query is performed in the abnormal base station database to obtain a data query result for the abnormal base station.

4. The method according to claim 3, characterized in that The modifying the at least one query restriction vector to obtain a modified query vector corresponding to the target query vector includes: For each query restriction vector, use the query restriction vector to query in the abnormal base station database to obtain a sub-query result corresponding to the query restriction vector; The query restriction vector whose subquery result is empty is used as the restriction vector to be modified; Correcting the limit vector to be corrected to obtain a corrected limit vector; A modified query vector corresponding to the target query vector is determined according to the modified restriction vector and the query restriction vector whose sub-query results are not empty.

5. The method according to claim 4, characterized in that The step of correcting the limit vector to be corrected to obtain a corrected limit vector includes: Determine the queryable parameters of the abnormal base station database under abnormal query restriction conditions; wherein the abnormal query restriction conditions are query restriction conditions corresponding to the restriction vector to be corrected; Selecting, from the queryable parameters, a modified query parameter for replacing the original query parameter in the restriction vector to be modified; The modified query parameter is used to replace the original query parameter in the restriction vector to be modified to obtain a modified restriction vector.

6. The method according to claim 5, characterized in that In the case where there are at least two queryable parameters, the step of selecting a modified query parameter from the queryable parameters to replace the original query parameter in the restriction vector to be modified includes: For each queryable parameter, determining a parameter similarity between the original query parameter and the queryable parameter; and, Replacing the original query parameter in the restriction vector to be modified with the queryable parameter to obtain a candidate restriction vector, and querying the abnormal base station database with the candidate restriction vector to obtain a candidate query result corresponding to the queryable parameter; According to the candidate query results corresponding to each queryable parameter and the parameter similarity, a modified query parameter for replacing the original query parameter is selected from each queryable parameter.

7. The method according to claim 6, characterized in that The selecting, from each queryable parameter according to the candidate query results corresponding to each queryable parameter and the parameter similarity, a modified query parameter for replacing the original query parameter comprises: For each queryable parameter, weighted summing is performed on the candidate query results and parameter similarities corresponding to the queryable parameter to obtain a selection score corresponding to the queryable parameter; A query parameter with the largest score is selected from among all query parameters as a modified query parameter for replacing the original query parameter.

8. An abnormal information processing device, characterized in that: The device comprises: A request processing module, configured to construct a target query vector according to keywords in the information processing request when an information processing request for an abnormal base station is detected, and to perform intent analysis on the information processing request to obtain an information processing intent; A method determination module, used to determine the target information processing method according to the information processing intention and the information dependency graph; wherein the information dependency graph is constructed based on the dependency relationship between different information processing methods and the inclusion relationship of each query intention to different information processing methods; A result determination module, configured to query the abnormal base station database according to the target query vector to obtain a data query result for the abnormal base station; The result processing module is used to process the data query result using the target information processing method.

9. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 7 are implemented.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 7 are implemented.

11. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 7 are implemented.

Images