CN-122019073-A - Heterogeneous multi-mode resource arrangement and decision control method and system

CN122019073ACN 122019073 ACN122019073 ACN 122019073ACN-122019073-A

Abstract

The invention provides a heterogeneous multi-mode resource arrangement and decision control method and system, which are used for obtaining a knowledge map element change characteristic of a resource library according to a resource update log of the heterogeneous multi-mode resource library, calibrating resource blocks to be changed of the resource library, monitoring resource sending samples of all resource providing ends of the resource library in butt joint, determining matching attributes of the resource providing ends and the resource blocks to be changed, distinguishing, collecting and arranging heterogeneous multi-mode resources from the resource providing ends to obtain a plurality of heterogeneous multi-mode resource sets, realizing accurate resource butt joint and arrangement of different resource blocks, determining an edit decision of the heterogeneous multi-mode resource sets according to historical access characteristics of the resource library to be changed, allocating the heterogeneous multi-mode resource sets for implementing the edit decision to the resource library, meeting update requirements of different resource blocks, and improving update efficiency and reliability of the resource library.

Inventors

WANG BIN
YU JIANG

Assignees

北京枫林景科技有限公司

Dates

Publication Date: 20260512
Application Date: 20251213

Claims (8)

1. The heterogeneous multi-mode resource arrangement and decision control method is characterized by comprising the following steps: obtaining a knowledge spectrum element change characteristic of a heterogeneous multi-mode resource library according to a resource update log of the resource library; Monitoring resource sending samples of all resource providing ends butted by the resource library so as to determine the matching attribute of each resource providing end and the resource block to be changed; and according to the real-time access state of the resource library, configuring the heterogeneous multi-mode resource set for implementing the editing decision to the resource library.
2. The heterogeneous multi-modal resource orchestration and decision control method according to claim 1, wherein: obtaining a knowledge-graph element change characteristic of a heterogeneous multi-mode resource library according to a resource update log of the resource library, and calibrating a resource block to be changed of the resource library according to the knowledge-graph element change characteristic, wherein the method comprises the following steps: Analyzing a resource update log of a heterogeneous multi-mode resource library, and determining respective resource update attributes of all resource blocks in the resource library, wherein the resource update attributes refer to resource change positions, resource change information types and resource change information amounts of the resource blocks; And extracting the abnormal change quantity of the entity and the abnormal change quantity of the relation, which occur to the knowledge graph, from the entity and the relation change characteristics so as to judge whether the knowledge graph has semantic errors, thereby calibrating the resource block corresponding to the knowledge graph with the semantic errors as a resource block to be changed.
3. The heterogeneous multi-modal resource orchestration and decision control method according to claim 1, wherein: Monitoring resource sending samples of all resource providing ends butted by the resource library so as to determine the matching attribute of each resource providing end and the resource block to be changed, and according to the matching attribute, carrying out differentiated acquisition and arrangement on heterogeneous multi-mode resources from all the resource providing ends to obtain a plurality of heterogeneous multi-mode resource sets, wherein the method comprises the following steps: Periodically sampling from each resource providing end according to the respective resource sending flow of all the resource providing ends of the resource library butt joint to obtain a resource sending sample, and determining semantic information of the resources provided by the resource providing ends according to the resource sending sample; comparing semantic information of resources provided by each resource providing end with original semantic information of the resource block to be changed, and determining matching attributes of the resource providing ends and the resource block to be changed, wherein the matching attributes refer to the similarity degree between the semantic information of the resources provided by each resource providing end and the original semantic information of the resource block to be changed; And according to the priority level, the heterogeneous multi-mode resources from all the resource providing terminals are integrated independently to obtain a plurality of heterogeneous multi-mode resource sets.
4. The heterogeneous multi-modal resource orchestration and decision control method according to claim 1, wherein: Determining an editing decision for the heterogeneous multi-mode resource set according to the historical access characteristics of the resource block to be changed in the resource library, and configuring the heterogeneous multi-mode resource set implementing the editing decision to the resource library according to the real-time access state of the resource library, wherein the method comprises the following steps: Extracting historical access characteristics of the resource block to be changed in the resource library from an access log of the resource library, wherein the historical access characteristics comprise a historical access path and a historical azimuth keyword of the resource block to be changed; And determining the available resource allocation bandwidth of the resource library according to the real-time access request quantity of the resource library, so as to convert the heterogeneous multi-mode resource set implementing the editing decision into a resource data stream with corresponding flow and allocate the resource data stream to the resource library.
5. Heterogeneous multi-modal resource orchestration and decision control system, characterized by comprising: The resource library change determining module is used for obtaining the knowledge graph element change characteristics of the resource library according to the resource update log of the heterogeneous multi-mode resource library; The resource block changing calibration module is used for calibrating the resource blocks to be changed of the resource library according to the knowledge graph element changing characteristics; the resource matching module is used for monitoring resource sending samples of all resource providing ends butted by the resource library so as to determine the matching attribute of each resource providing end and the resource block to be changed; The resource arrangement module is used for carrying out differentiated acquisition and arrangement on the heterogeneous multi-mode resources from all the resource providing ends according to the matching attribute to obtain a plurality of heterogeneous multi-mode resource sets; The resource editing decision module is used for determining an editing decision of the heterogeneous multi-mode resource set according to the historical access characteristics of the resource block to be changed in the resource library; And the resource allocation module is used for allocating the heterogeneous multi-mode resource set for implementing the editing decision to the resource library according to the real-time access state of the resource library.
6. The heterogeneous multi-modal resource orchestration and decision control system of claim 5, wherein: the resource library change determining module is used for obtaining the knowledge graph element change characteristics of the resource library according to the resource update log of the heterogeneous multi-mode resource library, and comprises the following steps: Analyzing a resource update log of a heterogeneous multi-mode resource library, and determining respective resource update attributes of all resource blocks in the resource library, wherein the resource update attributes refer to resource change positions, resource change information types and resource change information amounts of the resource blocks; The resource block change calibration module is configured to calibrate a resource block to be changed of the resource pool according to the knowledge-graph element change characteristic, and includes: And extracting the abnormal change quantity of the entity and the abnormal change quantity of the relation, which occur to the knowledge graph, from the entity and the relation change characteristics so as to judge whether the knowledge graph has semantic errors, thereby calibrating the resource block corresponding to the knowledge graph with the semantic errors as a resource block to be changed.
7. The heterogeneous multi-modal resource orchestration and decision control system of claim 5, wherein: The resource matching module is configured to monitor resource sending samples of all resource providers butted by the resource library, so as to determine matching attributes of each resource provider and the resource block to be changed, where the determining includes: Periodically sampling from each resource providing end according to the respective resource sending flow of all the resource providing ends of the resource library butt joint to obtain a resource sending sample, and determining semantic information of the resources provided by the resource providing ends according to the resource sending sample; comparing semantic information of resources provided by each resource providing end with original semantic information of the resource block to be changed, and determining matching attributes of the resource providing ends and the resource block to be changed, wherein the matching attributes refer to the similarity degree between the semantic information of the resources provided by each resource providing end and the original semantic information of the resource block to be changed; The resource arrangement module is configured to implement differentiated collection and arrangement of heterogeneous multi-mode resources from all resource providing ends according to the matching attribute, to obtain a plurality of heterogeneous multi-mode resource sets, including: And according to the priority level, the heterogeneous multi-mode resources from all the resource providing terminals are integrated independently to obtain a plurality of heterogeneous multi-mode resource sets.
8. The heterogeneous multi-modal resource orchestration and decision control system of claim 5, wherein: The resource editing decision module is configured to determine an editing decision for the heterogeneous multi-modal resource set according to the historical access characteristics of the resource block to be changed in the resource library, and includes: Extracting historical access characteristics of the resource block to be changed in the resource library from an access log of the resource library, wherein the historical access characteristics comprise a historical access path and a historical azimuth keyword of the resource block to be changed; the resource allocation module is configured to allocate, to the resource library, a heterogeneous multi-modal resource set for implementing the editing decision according to a real-time access state of the resource library, including: And determining the available resource allocation bandwidth of the resource library according to the real-time access request quantity of the resource library, so as to convert the heterogeneous multi-mode resource set implementing the editing decision into a resource data stream with corresponding flow and allocate the resource data stream to the resource library.

Description

Heterogeneous multi-mode resource arrangement and decision control method and system Technical Field The invention relates to the field of multi-mode data processing, in particular to a heterogeneous multi-mode resource arrangement and decision control method and system. Background Heterogeneous multi-modal resources include a plurality of data resources from different data sources that differ in data content, data structure, data format, which together comprise a set of data resources. The data heterogeneous characteristics of the heterogeneous multi-mode resources enable the regular database storage mode to be incapable of implementing regular and ordered storage on the heterogeneous multi-mode resources. The knowledge graph has a triplet structure formed by entities, relations and attributes, so that the knowledge graph is widely applied to heterogeneous multi-mode resource characterization, and the knowledge graph is widely applied to multi-dimensional storage of heterogeneous multi-mode resources at present. The heterogeneous multi-mode resource library needs to continuously update the resource data, and particularly for a part of resource blocks with errors, new resources are required to be acquired from a resource providing end to carry out overall arrangement and deployment. Considering that the number of resource blocks in the heterogeneous multi-mode resource library is numerous, and the resource error and the resource update requirement of each resource block are different, how to implement accurate resource arrangement and editing decision for different resource blocks has great significance for the overall and efficient update of the heterogeneous multi-mode resource library. Disclosure of Invention The invention aims to provide a heterogeneous multi-mode resource arrangement and decision control method and system, which are used for obtaining a knowledge graph element change characteristic of a resource library according to a resource update log of the heterogeneous multi-mode resource library so as to calibrate resource blocks to be changed of the resource library, monitoring resource sending samples of all resource providing ends of the resource library in butt joint so as to determine matching attributes of the resource providing ends and the resource blocks to be changed, distinguishing, collecting and arranging heterogeneous multi-mode resources from all the resource providing ends so as to obtain a plurality of heterogeneous multi-mode resource sets, realizing accurate resource butt joint and arrangement of different resource blocks, determining an edit decision of the heterogeneous multi-mode resource sets according to historical access characteristics of the resource blocks to be changed in the resource library, configuring the heterogeneous multi-mode resource sets for implementing the edit decision to the resource library, meeting update requirements of different resource blocks, and improving update efficiency and reliability of the resource library. The invention is realized by the following technical scheme: The heterogeneous multi-mode resource arrangement and decision control method comprises the following steps: obtaining a knowledge spectrum element change characteristic of a heterogeneous multi-mode resource library according to a resource update log of the resource library; Monitoring resource sending samples of all resource providing ends butted by the resource library so as to determine the matching attribute of each resource providing end and the resource block to be changed; and according to the real-time access state of the resource library, configuring the heterogeneous multi-mode resource set for implementing the editing decision to the resource library. Optionally, obtaining a knowledge-graph element change feature of the heterogeneous multi-mode resource library according to a resource update log of the resource library, and calibrating a resource block to be changed of the resource library according to the knowledge-graph element change feature, including: Analyzing a resource update log of a heterogeneous multi-mode resource library, and determining respective resource update attributes of all resource blocks in the resource library, wherein the resource update attributes refer to resource change positions, resource change information types and resource change information amounts of the resource blocks; And extracting the abnormal change quantity of the entity and the abnormal change quantity of the relation, which occur to the knowledge graph, from the entity and the relation change characteristics so as to judge whether the knowledge graph has semantic errors, thereby calibrating the resource block corresponding to the knowledge graph with the semantic errors as a resource block to be changed. Optionally, monitoring resource sending samples of all resource providing ends butted by the resource library to determine matching attributes of all resource providing en