Registration probability estimation method and device and probability estimation model construction method and device
A probabilistic, unregistered technology, applied in the field of calculation and forecasting analysis, can solve the problems of drivers pushing incentive resource information and being unable to push incentive resource information for drivers
Active Publication Date: 2020-06-09
BEIJING DIDI INFINITY TECH & DEV
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However, it is currently impossible to accurately estimate the probability of drivers performing registration operations under the influence of each type of incentive resource information, so it is impossible to push incentive resource information that is more conducive to drivers to perform registration operations for drivers, that is, it is impossible to push matching incentives for drivers. resource information
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[0092] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. It should be understood that the appended The figures are only for the purpose of illustration and description, and are not used to limit the protection scope of the present application. Additionally, it should be understood that the schematic drawings are not drawn to scale. The flowcharts used in this application illustrate operations implemented in accordance with some embodiments of the application. It should be understood that the operations of the flowcharts may be performed out of order, and steps that have no logical context may be performed in reverse order or concurrently. In addition, those skilled in the art may add one or more other operations t...
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The invention provides a registration probability estimation method and device, and a probability estimation model construction method and device. The method comprises: firstly judging whether an unregistered service provider is a target service provider or not based on the obtained service feature data corresponding to the unregistered service provider; and under the condition that the unregistered service providing end is the target service providing end, determining the probability that the unregistered service providing end executes the registration operation under the action of each pieceof excitation resource information based on the acquired service feature data and information acquisition mode corresponding to the unregistered service providing end. According to the technical scheme, the probability that the unregistered service provider executes the registration operation under the action of each piece of excitation resource information can be accurately obtained, and the excitation resource information matched with the unregistered service provider can be pushed to the unregistered service provider based on the obtained accurate probability.
Description
technical field [0001] The present application relates to the technical field of calculation and prediction analysis, and specifically relates to a registration probability prediction method and device, and a probability prediction model construction method and device. Background technique [0002] At present, with the improvement and upgrading of online car-hailing services and the improvement of people's living standards, more and more passengers rely on online car-hailing services for travel. However, the number of drivers registered on the online car-hailing platform is relatively small, which has caused an imbalance between supply and demand, especially during peak travel periods. In order to encourage new drivers to register on the online car-hailing platform, some incentive resource information will be pushed for drivers who have not registered on the online car-hailing platform. Drivers may perform registration operations on the online car-hailing platform under the ...
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IPC IPC(8): G06Q30/02
CPCG06Q30/0202G06Q30/0236G06Q30/0239
Inventor 何龙杜龙志刘澍付俊强余芳王志明范育峰李奘
Owner BEIJING DIDI INFINITY TECH & DEV