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Method and system for recognizing price exceptions of hotel room types on OTA platform

An identification method and room type technology, applied in the field of information processing, can solve the problems of loss of compensation price difference, indirect loss of brand image, low processing efficiency, etc., to achieve the effect of improving brand image, avoiding abnormal prices, and improving processing efficiency

Active Publication Date: 2018-10-16
CTRIP COMP TECH SHANGHAI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is to overcome the problem of abnormal product prices on the OTA platform in the prior art through manual investigation. The processing efficiency is very low and it is easy to cause the abnormal price to enter the system, resulting in the loss of compensation price difference. and indirect loss of brand image, the purpose is to provide a method and system for identifying abnormal hotel room prices on the OTA platform

Method used

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  • Method and system for recognizing price exceptions of hotel room types on OTA platform
  • Method and system for recognizing price exceptions of hotel room types on OTA platform

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0056] Such as figure 1 As shown, the identification method of the hotel room type price abnormality of the OTA platform of the present embodiment includes:

[0057] S101. Obtain historical data of the hotel;

[0058] Among them, the historical data of the hotel is used to represent the historical price of each room type in the hotel;

[0059] Specifically, the historical data of the hotel includes: the area of ​​the hotel room type, whether the hotel room type includes breakfast, the payment method corresponding to the hotel room type order, the median price of the historical room type pushed by the supplier, the median price of the non-cancelled room type, whether the check-in date For holidays and room type heat, etc.

[0060] S102. Using the XGBoost algorithm to model and process the historical data of the hotel to obtain a room price prediction model;

[0061] S103. Obtain the hotel room type prediction price corresponding to each room type of the hotel according to th...

Embodiment 2

[0096] Such as figure 2 As shown, the OTA platform’s abnormal hotel room price identification system of this embodiment includes a historical data acquisition module 1, a forecast model acquisition module 2, a forecast price acquisition module 3, a threshold range acquisition module 4 and a judgment module 5.

[0097] Historical data acquisition module 1 is used to obtain hotel historical data;

[0098] Among them, the historical data of the hotel is used to represent the historical price of each room type in the hotel;

[0099] Specifically, the historical data of the hotel includes: the area of ​​the hotel room type, whether the hotel room type includes breakfast, the payment method corresponding to the hotel room type order, the median price of the historical room type pushed by the supplier, the median price of the non-cancelled room type, whether the check-in date For holidays and room type heat, etc.

[0100] Prediction model acquisition module 2 is used to adopt XGBo...

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Abstract

The invention discloses a method and system for recognizing price exceptions of hotel room types on an OTA platform. The method comprises the following steps of: obtaining hotel history data; carryingout modeling processing on the hotel history data by adoption of an XGBoost algorithm so as to obtain a room type price prediction model; obtaining a hotel room type prediction price corresponding toeach room type of a hotel according to the room type price prediction model and obtaining a room type price threshold range corresponding to each room type; and judging whether the room type price ofeach room type on the OTA platform is in the room type price threshold range of the corresponding room type or not, and if the judging result is negative, determining that the room type price is exceptional. The method and system are capable of rapidly and effectively detecting whether the pushed room type prices are exceptional or not and preventing the pushed room type prices from entering thesystem, and detecting whether prices in the system are exceptional or not and deleting the exceptional prices, so that the exceptional prices are prevented from influencing the customer experience, enhancing the brand image, decreasing the manual business audition amount and improving the processing efficiency.

Description

technical field [0001] The invention relates to the technical field of information processing of an OTA (Online Travel Agency, online travel agency) platform, in particular to a method and system for identifying abnormal hotel room prices on the OTA platform. Background technique [0002] In the OTA industry, due to the fact that the prices of products pushed by hotels and suppliers entered into the OTA platform system are prone to errors, resulting in abnormal product prices displayed on the OTA platform, which will cause trouble for users' normal reservations, and will also breed a batch of The "wool party" who relies on picking up leaks to get compensation. [0003] In order to solve this problem, the existing common practice is to use OTA business personnel to judge whether the price entered into the system is abnormal based on experience, and to ask hotels and suppliers for manual investigation of possible abnormal prices. However, due to the huge number of product pri...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/00G06Q50/12
CPCG06Q30/0185G06Q50/12
Inventor 吴磊万程程黎建辉赵华熊斌
Owner CTRIP COMP TECH SHANGHAI
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