Multi-source heterogeneous intelligence convergence cooperative-processing platform based on content recognition

Abstract

The invention discloses a multi-source heterogeneous intelligence convergence cooperative-processing platform based on content recognition, which comprises a basic environment layer, a data resources layer, a business processing layer and an application service layer, and is characterized in that the basic environment layer comprises a hardware support environment and a software support environment, and the hardware support environment comprises a distributed storage environment and a distributed computing environment; the data resources layer comprises map data, business data, full-text retrieval data, unstructured data, business processing intermediate data and business processing result data, and the data resources layer provides a unified data source and support for the business processing layer; the business processing layer comprises a multi-source data collection module, a preprocessing module and an automatic monitoring storage module; a large amount of data can have the searching, analyzing and exploring capacity conveniently, multi-dimensional intelligence query of units, types, time, hotspots, keywords and the like is supported, full-text searching is carried out on documents in nearly real time, and the full-text searching efficiency of the data is effectively improved.

Description

technical field [0001] The present invention relates to the technical field of intelligence information sharing and cooperation systems, in particular to a multi-source heterogeneous intelligence gathering and collaborative processing platform based on content recognition. Background technique [0002] From the perspective of international development, with the integration and development of high-tech such as artificial intelligence, big data, and cloud computing in the military field of various countries, the national defense science and technology intelligence service is accelerating the promotion of the electronicization of traditional documents, the integration of heterogeneous data, and the association of domain knowledge. The form of warfare is gradually changing from informationization to intelligence. The integrated development of smart technology and military intelligence has brought about major changes in the strategy, organization, priorities, and resource allocat...

AI Technical Summary

Problems solved by technology

The prominent performance is the following problems: First, the hardware environment is weak and cannot meet the growing demand of data

The second is that the data is highly dispersed, and there is no ability to form a correlation

Third, data standards are not uniform, and preprocessing methods and technologies are lacking

Fourth, the depth of mining is not enough, and the value of massive data intelligence has not yet been brought into play

Fifth, the shared service capability is weak, and the diversified on-demand guarantee capability is not enough

The traditional integration method is still at the manual level, most of which rely on the manual identification and judgment of intelligence processing personnel, including manual upl

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