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Electronic device, service-place recommendation method based on LBS (Location Based Services) data and storage medium

An electronic device and a technology for recommending methods, which are applied to services based on location information, services based on specific environments, and electronic digital data processing, etc., can solve problems that cannot fully meet user needs, and achieve the goal of avoiding limitations and improving accuracy Effect

Active Publication Date: 2018-03-13
PING AN TECH (SHENZHEN) CO LTD
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This recommendation method is very convenient, but in terms of application, it cannot fully meet the needs of users, and the recommended service places are not necessarily what users urgently need
Therefore, there are certain limitations

Method used

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  • Electronic device, service-place recommendation method based on LBS (Location Based Services) data and storage medium
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  • Electronic device, service-place recommendation method based on LBS (Location Based Services) data and storage medium

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Embodiment Construction

[0032] 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. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0033]It should be noted that the descriptions involving "first", "second", etc. in the present invention are only for descriptive purposes, and should not be understood as indicating or implying their relative importance or implicitly indicating the number of indicated technical features . Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one ...

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Abstract

The invention discloses a service-place recommendation method based on LBS (Location Based Services) data. The method includes: acquiring the LBS data, which correspond to all users in preset time, from a predetermined database, and carrying out clustering analysis on the acquired LBS data to respectively obtain at least one type of behavior trajectory data, which correspond to all the users, by analysis; analyzing the behavior trajectory data of all the users to obtain similarity between all the users by analysis; clustering all the users on the basis of the similarity between all the users to obtain different user groups; and analyzing LBS data of all users in the same user group to obtain preference behavior trajectories of all the users in the user group by analysis, and sending recommendation instructions for service places on the behavior trajectories of the users in the user group to predetermined terminals on the basis of the preference behavior trajectories which are of all the users and obtained by analysis. According to the method, more accurate recommendation can be provided for the users, and precision of LBS data application can be improved at the same time.

Description

technical field [0001] The invention relates to the field of Internet data processing, in particular to an electronic device, a method for recommending service places based on LBS data, and a storage medium. Background technique [0002] With the development of the Internet, the interests of users are becoming more and more extensive, and as the environment and living standards of users change, the needs of users are also changing. Therefore, how to better understand and analyze user behavior and provide users with services tailored to their needs has become crucial. [0003] At present, the application based on LBS (Location Based Services, location-based service) data is limited to analyzing and judging the geographical information around the location where the user is located based on the acquired current LBS data of the mobile terminal user, and combining the geographical information around the user to recommend surrounding corresponding items to the user. For example,...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06F17/30H04L29/08H04W4/029H04W4/35
CPCG06F16/9535G06F16/9537G06Q30/0261H04L67/52
Inventor 吴振宇刘睿恺王建明肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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