Passenger destination prediction method and system
A prediction method and destination technology, applied in the aviation field, can solve problems such as long calculation time, unsatisfactory result accuracy, and large space required, so as to reduce calculation time, reduce calculation time, ensure accuracy and practicality sexual effect
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Embodiment 1
[0049] The embodiment of the present invention provides a passenger destination prediction method, such as figure 1 As shown, it can mainly include the following steps:
[0050] Step 101: Judging the travel type according to various feature vectors of the historical travel records of the passengers, and obtaining the historical travel records of the passengers including the travel type information;
[0051] Step 102: Perform destination area integration on the historical travel records of the passengers to obtain historical travel records of the passengers that include destination area information;
[0052] Step 103: Classify the historical travel records of the passengers according to the travel type, and calculate the weight of each classification;
[0053] Step 104: Statistically summarize the historical travel records of passengers at designated destinations to obtain designated travel probabilities for each destination;
[0054] Step 105: Use the frequent pattern tree FPTree algori...
Embodiment 2
[0058] The embodiment of the present invention describes in detail the specific implementation process of the passenger destination prediction method.
[0059] Such as figure 2 As shown, the specific implementation process of the passenger destination prediction method can include the following steps:
[0060] Step 201: Judging the travel type according to various feature vectors of the historical travel records of the passengers, and obtaining the historical travel records of the passengers including the travel type information;
[0061] Step 202: Remove the transit point and resident location from the historical travel record of the passenger to remove the noise of the historical travel record of the passenger;
[0062] Step 203: Perform destination area integration on the historical travel records of the passengers to obtain historical travel records of the passengers that include destination area information;
[0063] Specifically, according to the principle that the larger the num...
Embodiment 3
[0078] The embodiment of the present invention also provides a passenger destination prediction system. The system may include a trip type judgment module, a destination integration module, a historical record classification module, a statistical summary module, an association analysis module, and a weight integration module. among them,
[0079] The travel type judgment module is used to judge the travel type according to the multiple feature vectors of the historical travel records of the passengers, and obtain the historical travel records of the passengers containing the travel type information;
[0080] The destination integration module is used to integrate the destination area of the historical travel records of the passengers to obtain the historical travel records of the passengers including the destination area information;
[0081] The historical record classification module is used to classify the historical travel records of the passengers according to the travel type,...
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