A Method for Discovering Residential Community Groups

A discovery method and community technology, applied in the field of Internet applications, can solve the problem of low pertinence of recommendation results, and achieve the effect of promoting and strengthening connections

Active Publication Date: 2018-03-13
IME BEIJING NETWORK TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] Current applications based on GPS location information, when recommending groups or friends that can be joined to users, only refer to real-time location information, and due to the strong mobility of people in the city, the final recommendation results are less targeted and recommended to users. Groups or "friends" are often not what users want

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0033] The present invention will be further described below in conjunction with embodiment.

[0034] A method for discovering a residential community group comprises the steps of:

[0035] (1) Determine the application field, deploy a specific application on the user's smart mobile terminal, and promote the user to register for the application;

[0036] (2) Collect user information through the application client, including unique user ID, time, longitude and latitude, and send it to the server at regular intervals;

[0037] (3) ETL extraction, transformation and loading of the unique identifier, time, longitude and latitude data of the user equipment;

[0038] (4) Cluster analysis of user relationship, cluster calculation of converted data, screening and accurate calculation of the probability of users living in the same community;

[0039] (5) Recommendation, according to the clustering situation of users, generate a cluster group for users belonging to the same cluster, a...

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PUM

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Abstract

The invention relates to a method for discovering a residential community group, comprising the following steps: (1) determining the application field, deploying a specific application on the user's smart mobile terminal, and promoting the user to register the application; (2) collecting user information through the application client, and Send to the server at a fixed cycle; (3) Extract, convert and load the unique identifier, time, longitude and latitude data of the user equipment; (4) Cluster analysis of user relationships, perform cluster calculation on the converted data, and filter And accurately obtain the probability that the user lives in the same community; (5) According to the clustering situation of the user, generate a cluster group for the users belonging to the same cluster, and recommend and guide the user to enter the group by means of message push, and generate further information. communication and contact. The advantages of the present invention are reflected in that: in a certain application field, the ratio of users receiving group recommendations or friend recommendations can be increased through data mining algorithms.

Description

technical field [0001] The invention relates to the field of Internet applications, in particular to a method for discovering residential community groups. Background technique [0002] Current applications based on GPS location information, when recommending groups or friends that can be joined to users, only refer to real-time location information, and due to the strong mobility of people in the city, the final recommendation results are less targeted and recommended to users Groups or "friends" are often not what users want. Contents of the invention [0003] In order to overcome the deficiencies in the prior art, the invention provides a highly targeted method for discovering residential community groups. [0004] To achieve the above object, the present invention discloses the following technical solutions: [0005] A method for discovering a residential community group, comprising the steps of: [0006] (1) Determine the application field, deploy a specific applic...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/08
Inventor 许延祥
Owner IME BEIJING NETWORK TECH
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