User travel preference analysis method based on data of Internet of vehicles

A technology for the Internet of Vehicles and users, which is applied in the field of Internet of Vehicles and can solve problems such as research work to be completed.

Inactive Publication Date: 2017-05-31
BEIJING CARSMART TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, at present, the industry's research on in-depth mining of user travel preferences based on the spatio-t...

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  • User travel preference analysis method based on data of Internet of vehicles
  • User travel preference analysis method based on data of Internet of vehicles
  • User travel preference analysis method based on data of Internet of vehicles

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Embodiment Construction

[0048] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. On the contrary, the invention covers any alternatives, modifications, equivalent methods and schemes within the spirit and scope of the invention as defined by the claims. Further, in order to make the public have a better understanding of the present invention, some specific details are described in detail in the detailed description of the present invention below. The present invention can be fully understood by those skilled in the art without the description of these detailed parts.

[0049] The present invention will be further described below in conjunction with the accompanying drawings and ...

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Abstract

The invention provides a user travel preference analysis method based on data of the Internet of vehicles. According to the method, spatial attributes of travel destinations of a user are learned by performing reverse geographic encoding on GPS information of an accumulation point of the user based on a model assuming that the proportion of each type of POI points close to the accumulation point of user resident points in all POI points of the location indicates the probability of the user going to each type of POI points, then preference of the user is speculated according to travel behaviors of the user, the type of the user at each POI point is sequentially scored with respect to a suggested evaluation index, acquired index weight values are computed to acquire a score of the user after the type of the POI points is weighted, and finally the scores of the user at all types of POT points are arranged according to a certain sequence, and thus the travel preference of the user is acquired.

Description

technical field [0001] The invention belongs to the technical field of Internet of Vehicles, and in particular relates to a method for analyzing user travel preferences based on Internet of Vehicles data. Background technique [0002] In the 21st century, with the rapid development of information technology, the research of Internet of Things technology has made great progress. In the wave of development of the Internet of Things, the Internet of Vehicles came into being. In the past few years of the development of the Internet of Vehicles, the city's transportation system is moving towards intelligence, safety, and comprehensiveness. The Internet of Vehicles carries the interconnection between vehicles and vehicles (V2V), vehicles and roads (V2R), vehicles and the Internet (V2I), and vehicles and people (V2H). In addition to real-time and accurate measurement and control of various information such as position, speed, acceleration and vibration, more factors need to be ta...

Claims

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Application Information

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IPC IPC(8): G06F17/30
Inventor 张年超耿文童李旭
Owner BEIJING CARSMART TECH
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