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Short-term tourist traffic and trend prediction system based on streaming data extraction

A streaming data and trend prediction technology, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as mining and unrealized hidden knowledge

Inactive Publication Date: 2015-08-19
MASHANGYOU TECH CO LTD
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Problems solved by technology

[0006] The current tourism information management system has played an important role in basic data statistics and monitoring, but it has not realized the full mining of hidden knowledge; from massive data, short-term tourist flow and trend forecasting, mining the huge value contained in it, become one of the urgent problems to be solved

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  • Short-term tourist traffic and trend prediction system based on streaming data extraction
  • Short-term tourist traffic and trend prediction system based on streaming data extraction
  • Short-term tourist traffic and trend prediction system based on streaming data extraction

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[0029] In order to deepen the understanding of the present invention, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.

[0030] A specific embodiment of the present invention is,

[0031] The data collected by user terminals and scenic spot data terminals are multi-dimensionally counted through the establishment of a data warehouse, and then based on historical tourist data, according to scenic spot reception volume, tourist flow trends, weather forecasts, national statutory holidays, folk festivals, religious festivals, and scenic spot festivals and many other factors, and with reference to tickets, hotels, catering, tour guides, and parking spaces, the input variable parameters are obtained through conversion calculation for...

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Abstract

The invention discloses a short-term tourist traffic and trend prediction system based on streaming data extraction. The system comprises a client terminal and scenic zone data terminal acquiring data; a database is established for multi-dimensional statistics; input variable parameters are acquired by converting a computation formula; a prediction model is established through a radial basis function neural network. On the basis of the system, the adopted data resource includes data acquired by an intelligent terminal, scenic zone operation and business platform backstage data and the like, the model established according to the radial basis function neural network can be used for real-time traffic prediction, and the auxiliary determination effect is achieved.

Description

technical field [0001] The invention relates to the technical field of data mining, more specifically, a short-term and trend prediction system for tourist flow based on streaming data mining. Background technique [0002] Since IBM proposed the concept of "smart earth" in 2008, as an important part of it - "smart tourism" has attracted widespread attention in China. Later, the support of national policies and the development of the Internet made the emerging online tourism market develop rapidly. According to the latest "2013 China Online Travel Market Research Report" released by Jinlv Consulting, the total transaction volume of China's tourism market in 2013 was about 2,947.5 billion yuan, of which the online travel market transaction volume was about 252.2 billion yuan, and the online penetration rate of China's tourism market was 8.6 %. [0003] Faced with a large amount of data, people often cannot find the information they need. The information explosion has made ho...

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Application Information

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IPC IPC(8): G06F17/30G06N3/02
CPCG06F16/2462G06N3/02
Inventor 陈勇胡中骥
Owner MASHANGYOU TECH CO LTD
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