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A data processing method, electronic device and storage medium

A data processing and data technology, applied in the field of data processing, can solve problems such as the inability to fully consider the impact of flights, single analysis and calculation of departure time, etc., and achieve the effect of accurate execution time prediction results

Active Publication Date: 2022-06-03
MOBILE TECH COMPANY CHINA TRAVELSKY HLDG
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Problems solved by technology

However, the calculation result obtained in this way is only to calculate the departure time of a target based on a single analysis of the laws in historical information, and cannot fully consider the impact of other flights in the same time period and backlogs on it.

Method used

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  • A data processing method, electronic device and storage medium
  • A data processing method, electronic device and storage medium
  • A data processing method, electronic device and storage medium

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Embodiment Construction

[0017] The embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0019] It is noted that various aspects of embodiments within the scope of the appended claims are described below. should be displayed

[0029] Concrete, d=(d1, d2, d3, d4, d5), d

[0030] W1=(w11, w21, w31, w41), w11 is the weather type parameter corresponding to a1 at t1 of the preset event; w21 is a1

[0031] W2=(w12, w22, w32, w42), w12 is the weather type parameter corresponding to a2 at t2 of the preset event; w22 is a2

[0033] The data processing method provided by the present embodiment can automatically download from a plurality of second servers having a communication connection relationship.

[0038] Generate an event vector Tg=(d, a1, a2, dat, sat, catW1, W2, q) corresponding to each preset event.

[0043] Specifically, in this embodiment, the LightGBM algorithm is used to predict the full-time nodes respectively.

[0046]

[0051] Determ...

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Abstract

The present invention provides a data processing method, electronic equipment and storage medium, the method comprising: obtaining event information corresponding to each preset event in the current date from each second server, and sending weather data to the third server Obtaining a request to acquire first weather data of each of the source locations at each corresponding first time and second weather data of each of the destination locations at each corresponding second time from the third server Data; determine dat corresponding to each source position a1; generate event vector Tg=(d, a1, a2, dat, W1, W2, q) corresponding to each preset event; input event vectors corresponding to all preset events Execute the time prediction model to obtain the predicted execution time t4 of each preset event, and determine the preset event whose f(t1, t4) is greater than the first time threshold and q=0 as the event to be processed.

Description

A data processing method, electronic device and storage medium technical field [0001] The present invention relates to the field of data processing, and in particular, to a data processing method, an electronic device and a storage medium. Background technique [0002] As the number of flights increases, the frequency of flight delays and cancellations is increasing. existing takeoff Most of the time calculation methods use historical flight data to train the model through a general mechanical model. When using the model, the relevant information about the flight that needs to be calculated is entered for calculation. However, the calculation results obtained in this way, It only calculates the take-off time of a target based on a single analysis of the laws in the historical information, and cannot fully consider other similar factors. The impact of a time slot and backlog of flights on it. SUMMARY OF THE INVENTION In view of this, the present invention provides...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q10/10G06N20/00
CPCG06Q10/04G06Q10/109G06N20/00Y02A90/10
Inventor 卞磊姚远于淇王殿胜唐红武薄满辉
Owner MOBILE TECH COMPANY CHINA TRAVELSKY HLDG
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