A data processing method and electronic device
A data and database technology, applied in the field of data processing, can solve the problems of poor depth and breadth of modeling data, poor model stability, and influence on the breadth of data sources, etc., to achieve the effect of improving stability and high efficiency
Active Publication Date: 2021-06-15
千城数智(北京)网络科技有限公司
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Problems solved by technology
[0002] With the development of Internet technology and the continuous increase of data, when using existing technology for modeling, it is necessary to vectorize the entities in the relational database before modeling, and then build a set generation model. Specifically, it needs to be manually extracted or The description dimension of the entity is vectorized by means of feature learning, but since the data of the relational database can only determine the plane dimension of the entity, the entity relationship cannot be effectively utilized through entity vectorization, resulting in the problem of insufficient depth of data utilization , and with the increase of data, relational databases are overwhelmed when describing a large number of entity relationships, resulting in the performance of relational databases processing intensive queries will also deteriorate, the efficiency of building sets is low, and the scalability of relational databases is poor , which affects the breadth of data sources during modeling. Due to the poor depth and breadth of modeling data in the modeling process, the stability of the produced model is poor
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[0020] The present invention is described below based on examples, but the present invention is not limited to these examples. In the following detailed description of the invention, some specific details are set forth in detail. The present invention can be fully understood by those skilled in the art without the description of these detailed parts. In order not to obscure the essence of the present invention, well-known methods, procedures, procedures, components and circuits have not been described in detail.
[0021] Additionally, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustrative purposes and are not necessarily drawn to scale.
[0022] Unless the context clearly requires, throughout the specification and claims, "comprises", "comprises" and similar words should be interpreted in an inclusive sense rather than an exclusive or exhaustive meaning; that is, "including but not limited to" meaning.
[0023] In the descr...
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A data processing method and electronic equipment are disclosed, which are used to solve the problem in the prior art that the produced model has poor stability due to poor depth and breadth of modeling data in the modeling process. The method includes: determining modeling data according to the knowledge graph; generating a modeling set according to the modeling data; training a model according to the modeling set; and outputting the model.
Description
technical field [0001] The invention relates to the field of data processing, in particular to a data processing method and electronic equipment. Background technique [0002] With the development of Internet technology and the continuous increase of data, when using existing technology for modeling, it is necessary to vectorize the entities in the relational database before modeling, and then build a set generation model. Specifically, it needs to be manually extracted or The description dimension of the entity is vectorized by means of feature learning, but since the data of the relational database can only determine the plane dimension of the entity, the entity relationship cannot be effectively utilized through entity vectorization, resulting in the problem of insufficient depth of data utilization , and with the increase of data, relational databases are overwhelmed when describing a large number of entity relationships, resulting in the performance of relational databa...
Claims
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IPC IPC(8): G06F16/21G06F16/36G06F16/28
Inventor 黄华
Owner 千城数智(北京)网络科技有限公司