Self-learning system based on interactive data annotation
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An interactive data, self-learning technology, applied in the field of self-learning systems, can solve problems such as inability to achieve self-learning, and achieve the effect of facilitating network publication, reducing workload, and improving accuracy
Pending Publication Date: 2020-07-10
南京莱科智能工程研究院有限公司
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[0004] The present invention provides a self-learning system based on interactive data labeling, which can effectively solve the above-mentioned background technology. The current self-learning system based on interactive data labeling can realize pre-labeling of data, and then manually modify it, but it is usually impossible The problem with the function of self-learning
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[0026] Example: such as figure 1 As shown, the present invention provides a technical solution, a self-learning system based on interactive data labeling, including a classification module, a pre-labeling module, a modification module, a manual module, a revision module and a finishing module;
[0027] The classification module, pre-marking module, modification module, manual module, revision module and sorting module are all connected to the processor through transmission lines to form data transmission and facilitate the interconnection of various modules.
[0028] According to the above technical solution, the classification module classifies the interactive data, classifies them according to time, effect and reading popularity, and generates the catalog, saves the catalog after generation, and realizes the catalog network as required after multiple catalogs are generated. contact.
[0029] According to the above technical solution, the pre-labeling module saves the intera...
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Abstract
The invention discloses a self-learning system based on interactive data annotation. The self-learning system comprises a classification module, a pre-annotation module, a modification module, a manual module, a revision module and an arrangement module. The classification module, the pre-annotation module, the modification module, the manual module, the revision module and the arrangement moduleare connected with the processor through transmission lines, thereby achieving the data transmission. According to the invention, the system is scientific and reasonable in structure, and is safe andconvenient to use; the interactive data is annotated through the pre-annotation module, and the performance of the data pre-annotation system is improved in the later period; therefore, after the system is used for a period of time, the pre-annotation accuracy is continuously improved, the workload of manual modification is reduced, and the manual modification recommendation can be achieved, thatis, when the user wants to modify the labeling result, some recommendations which the user wants to modify can be given, so that the manual modification speed is increased, the workload is reduced, data can be labeled quickly, and self-learning of the system is achieved.
Description
technical field [0001] The invention relates to the technical field of interactive data, in particular to a self-learning system based on interactive data labeling. Background technique [0002] A database is a "warehouse that organizes, stores and manages data according to the data structure". A collection of data that can be shared with multiple users, has as little redundancy as possible, and is independent of the application program can be regarded as an electronic file cabinet—a place where electronic files are stored, and users can perform data processing on the files. Add, query, update, delete and other operations; [0003] However, the current self-learning system based on interactive data labeling can realize pre-labeling of data, and then manually modify it, but usually cannot realize the self-learning function. Contents of the invention [0004] The present invention provides a self-learning system based on interactive data labeling, which can effectively sol...
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