City hot spot identification method based on mobile signaling data

A mobile signaling and identification method technology, which is applied in the directions of location information-based services, electrical digital data processing, special data processing applications, etc., and can solve the problems of not considering the impact of clustering results, signal loss, data loss, etc.
CN105682024AActive Publication Date: 2016-06-15重庆盟讯电子科技有限公司
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Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
重庆盟讯电子科技有限公司
Publication Date
2016-06-15

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Abstract

The invention provides a city hot spot identification method based on mobile signaling data. The method comprises the following steps: (1) identifying a residing point according to residing duration of a user, and calculating contribution degree of a permanently residing user to a hot spot area; (2) from the number of residing people, judging an active honeycomb according to the value of the number of residing people; (3) performing similarity measurement for all the identified active honeycombs, and clustering based on a density algorithm to mine the hot spot areas of a city; (4) obtaining POIs data of each hot spot area; (5) performing theme setting for the hot spot areas according to the type of the POIs contained in each hot spot area. In the method provided by the invention, the existing mobile network information is used fully, residing point judgment, a permanently residing user attenuation factor and others are introduced for identifying distribution of the city hot spots and calibrating function types thereof, and a certain reference value is provided for going out, traveling and others of people.
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Description

technical field

[0001] The invention relates to a method for judging urban hotspots based on mobile signaling data. The distribution demand information of hotspot areas is excavated from existing mobile network information and the function type of the judged hotspots is calibrated, which can be used for people's travel, tourism and Provide services such as urban planning, which belongs to the technical field of traffic management and urban planning. Background technique

[0002] With the rapid development of society, people's requirements for the quality of life are getting higher and higher. Judging urban hotspot areas and demarcating functional types according to the characteristics of urban population aggregation will help people live more conveniently and comfortably in modern urban planning. It is of great significance to carry out targeted and guided crowd evacuation and avoid traffic congestion.

[0003] Traditional identification methods are mainly based on the Glob...

Claims

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