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Passenger flow prediction method and system based on cellphone mobile terminal

A technology of mobile terminal and prediction method, which is applied in the direction of prediction, instruments, electrical components, etc., to achieve the effect of cost saving, operation difficulty reduction, and good promotion and application value

Inactive Publication Date: 2018-08-17
山东汇贸电子口岸有限公司
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Problems solved by technology

There are great deviations and uncertainties in the passenger flow data and predicted future passenger flow counted in this way

Method used

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  • Passenger flow prediction method and system based on cellphone mobile terminal
  • Passenger flow prediction method and system based on cellphone mobile terminal

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Embodiment

[0028] Such as figure 1 As shown, the passenger flow prediction method based on the mobile terminal of the present invention collects the data of the hand-held mobile phone in a certain area within a certain period of time. Apply big data analysis technology to clean, process, analyze and mine the collected hand-held mobile phone data to form passenger flow information. Preprocess the passenger flow information, obtain the preprocessed passenger flow information, and calculate the basic passenger flow data, and then combine the moving average, exponential smoothing method, gray forecasting model and other passenger flow forecasting models to predict the future passenger flow, and predict the future passenger flow Traffic is visualized through visual maps, heat distribution maps, and line graphs.

[0029] Such as figure 2 As shown, the passenger flow prediction system based on the mobile terminal of the present invention is composed of several information collection modules,...

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Abstract

The invention discloses a passenger flow prediction method and system based on a cellphone mobile terminal, and belongs to the technical field of data collection and analysis. The method provided by the invention comprises the steps: collecting the data of a handheld cellphone, carrying out the data washing, processing and mining of the collected data of the handheld cellphone, forming passenger flow information, carrying out the preprocessing of the passenger flow information, obtaining the preprocessed passenger flow information, calculating the passenger flow basic data through the preprocessed passenger flow information, predicting the future passenger flow through combining with a passenger flow prediction model, and carrying out the visual display of the predicted future passenger flow. The method provided by the invention can achieve the scientific and reasonable prediction and analysis of the passenger flow data in a certain region, and is good in popularization and applicationvalues.

Description

technical field [0001] The invention relates to the technical field of data collection and analysis, and specifically provides a mobile terminal-based passenger flow prediction method and system. Background technique [0002] From the invention of the telephone to the appearance of the mobile phone, human beings have been closely related to the mobile network, and now the mobile network has almost covered the whole world. From functional phones to smartphones and tablets as terminal devices of mobile networks, these devices have become essential electronic products in people's lives. Recently, foreign We Are Social and Hootsuite conducted a relevant statistics, indicating that the number of users using mobile devices in the world has exceeded 5 billion, and two-thirds of the world's people are using mobile devices. [0003] According to the operating data of the communication industry in the first half of 2017 released by the Ministry of Industry and Information Technology ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/26H04W24/08
CPCG06Q10/04G06Q50/26H04W24/08
Inventor 郑海兵李强
Owner 山东汇贸电子口岸有限公司
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