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Data analysis method and device for intelligent equipment

A data analysis and smart device technology, applied in the field of communications, can solve problems such as the inability to meet the actual needs of big data analysis, and achieve the effect of improving accuracy

Inactive Publication Date: 2016-08-17
THE VANE TECH COMPANY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, at present, when sampling data to be processed, usually only static data is sampled, or dynamic data is sampled through some mechanical static sampling methods, which can no longer meet the actual needs of big data analysis.

Method used

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  • Data analysis method and device for intelligent equipment
  • Data analysis method and device for intelligent equipment

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Embodiment Construction

[0044] In the era of the Internet of Things, the interconnection of different types of smart devices through the Internet of Things will help digitize the daily life of users and create a more convenient and intelligent life for users. However, while bringing convenience, because different types of smart devices need to be interconnected, different smart devices will generate a large amount of data during the interconnection and interaction process. Moreover, since the data generated by different types of smart devices is usually discrete and unquantifiable, in many application scenarios, it is impossible to obtain "accurate solutions" by directly quantitatively analyzing the generated data for some problems.

[0045] In this case, smart devices are usually required to upload the generated data to the data processing platform, and the data processing platform combines specific algorithms or mathematical models to conduct data analysis to determine the data rules and characteris...

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Abstract

The invention provides a data analysis method and a data analysis device for intelligent equipment. The method comprises the following steps of receiving a business data stream uploaded by the intelligent equipment in real time; carrying out dynamic data sampling for the business data stream based on a preset sampling gradient threshold; and carrying out data analysis for data samples obtained by dynamic data sampling based on a preset data analysis model. According to the data analysis method and the data analysis device for the intelligent equipment, the dynamic data sampling can be carried out on the business data stream uploaded by the intelligent equipment based on the preset sampling gradient threshold, the accuracy of a data analysis result is favorably.

Description

technical field [0001] The present application relates to the communication field, and in particular to a data analysis method and device for smart devices. Background technique [0002] With the continuous deepening and development of the Internet, the gradual transition from the Internet era to the Internet of Things era has become the mainstream trend of future development. In the era of the Internet of Things, through big data analysis of the massive data generated by smart devices, the value contained in the data and user needs can be mined from the massive data. Therefore, it is of great significance to manufacturers and operators of smart devices . [0003] In related technologies, when performing big data analysis and processing on massive data, in order to reduce the amount of data processing, sampling is usually performed on the data to be processed. However, at present, when sampling data to be processed, usually only static data is sampled, or dynamic data is s...

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/951
Inventor 王松彭强兵胡志敏顾蒙马延文
Owner THE VANE TECH COMPANY