Visualization management system based on distributed data mining algorithms

Abstract

The invention discloses a visualization management system based on distributed data mining algorithms. The system includes a data access analysis module, a data processing module, a visualization algorithm library module and a data output module. The data access analysis module is a data input source of the management system, and accesses data from different sources. The data processing module carries out data cleaning and processing. For processed data, calling of the distributed data mining algorithms is carried out through the visualization algorithm library module, and a service application model is established. Data output is carried out on a data result, which passes through the visualization algorithm library module, through the data output module. According to the system, the use problem of a power network service big-data platform is solved, massive investment of manpower, material resources and financial resources of a power company is saved, repeated development of a programis avoided, work efficiency is improved, and a scene need of quickly building a big-data service application is met.

Description

technical field [0001] The invention belongs to the technical field of computers and relates to a visual management system, in particular to a visual management system based on a distributed data mining algorithm. Background technique [0002] At this stage, the application of big data is becoming more and more extensive, and various business departments of the power system are also paying more and more attention to the research and application of big data. The power system has also established a big data platform, but there is still a certain distance between the construction of the platform and the implementation of the application. At present, there are mainly two problems in the use method based on the big data platform: [0003] (1) Each business application needs to develop its own set of data mining algorithms, which involves redundant development and repetitive work, which consumes a lot of manpower and time. In fact, the construction of business applications may s...

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Problems solved by technology

[0006] Aiming at the above-mentioned problems of redundant development of big data application algorithms and low efficiency of collaborative development by professionals, the purpose of the present invention is to provide a visual management system based on distributed data mining algorithms, which simplifies the development difficulty of big data applications, reduces or even shields The threshold of big data expertise enables business personnel and data analysts to easily and quickly participate in big data analysis and data mining to meet the needs of quickly building business application scenarios

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