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A data analysis method and system for a digital exhibition

A data analysis and exhibition technology, applied in the direction of electronic digital data processing, digital data information retrieval, relational database, etc., can solve the problems of exhibition platform dependence and insufficient data analysis ability, and achieve the effect of promoting intelligence

Active Publication Date: 2022-07-01
HUAQIAO UNIVERSITY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, there is no data analysis method for digital exhibitions. The exhibition platform relies on traditional data and traditional analysis methods, and there is a problem of insufficient data analysis capabilities.

Method used

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  • A data analysis method and system for a digital exhibition
  • A data analysis method and system for a digital exhibition

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Embodiment Construction

[0055] In order to make the objectives, technical solutions and advantages of the present invention clearer, the embodiments of the present invention will be further described in detail below with reference to the accompanying drawings.

[0056] see figure 1 and figure 2 As shown, a data analysis method for a digital exhibition includes:

[0057] S101, the data collection step, collects internal data of the exhibition platform and network public opinion data; the internal data of the exhibition platform includes basic user information, exhibition and exhibit information, and exhibitor company information;

[0058] S102, a data preprocessing step, data collection and modeling are performed on the collected data, which specifically includes data quality analysis and improvement, data indicator system establishment, data cleaning and data conversion;

[0059] S103, the data mining step, using the cluster analysis method to divide the preprocessed data into multiple groups, and...

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Abstract

The invention discloses a data analysis method and system for a digital exhibition, comprising: a data collection step of collecting the internal data of the exhibition platform and network public opinion data; the internal data of the exhibition platform includes basic user information, exhibition and exhibit information and exhibitor companies. Information; data preprocessing step, data collection and modeling of the collected data, including data quality analysis and improvement, data index system establishment, data cleaning and data conversion; data mining step, using cluster analysis method to The data is divided into multiple groups, and the GSA-optimized neural network is used to establish a user demand prediction model; in the data display step, the Python language is used to draw and generate data reports to realize dynamic data display. The invention can solve the problem of analyzing and processing the massive data of the exhibition, and provide the decision-making basis for the exhibition platform and the exhibitors.

Description

technical field [0001] The invention relates to the field of big data analysis and processing, in particular to a data analysis method and system for a digital exhibition. Background technique [0002] China's economy and society have entered the fast lane of digital transformation and upgrading. "Conference and Exhibition" is the most comprehensive stage for the comprehensive application of various industries, disciplines, majors and various new technologies, and it is also an important means and content to build "Digital China", especially today with the rapid application of Internet technology, based on "Internet + Exhibition" The birth of the online exhibition is greatly helping the innovation and upgrading of my country's exhibition industry. The development of information technology has created a new situation in the development of the exhibition industry, and realized the upgrade of the exhibition industry - online and offline "double-line drive". The innovative deve...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2458G06F16/248G06F16/28G06N3/08G06Q30/02
CPCG06F16/2462G06F16/2465G06F16/248G06F16/285G06N3/084G06N3/086G06Q30/0201G06Q30/0202
Inventor 陈永红
Owner HUAQIAO UNIVERSITY
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