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Regional job-house balance evaluation method based on mobile communication data

A technology of mobile communication and evaluation method, applied in data processing applications, instruments, resources, etc., can solve the problems of long acquisition cycle, poor timeliness, and difficulty in reflecting the overall characteristics of regional job-housing balance

Pending Publication Date: 2019-11-19
SHANGHAI YUNDI INFORMATION TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The data source of traditional job-housing balance research is mainly the census or sample survey. The census data has a high accuracy rate, but the timeliness is poor, and the acquisition cycle is long; the survey sample data is easily affected by the sample size and uneven sampling distribution, and it is difficult to reflect The general characteristics of the regional job-housing balance

Method used

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  • Regional job-house balance evaluation method based on mobile communication data
  • Regional job-house balance evaluation method based on mobile communication data
  • Regional job-house balance evaluation method based on mobile communication data

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Embodiment

[0050] Example: as figure 1 As shown, this embodiment specifically relates to a regional job-housing balance evaluation method based on mobile communication data. The evaluation method specifically includes the following steps:

[0051] [Step 1] Select the city X to be analyzed, the area A belonging to city X, and the mobile communication data of all mobile phone users of any operator in city X with a time span of 1 month. The mobile communication data includes mobile phone identification No. MSID, timestamp TIMESTAMP, location area ID: LAC, base station ID: CELLID, base station longitude: LON, base station dimension LAT; the mobile communication data format of city X within one month is shown in the following table:

[0052] MSID TIMESTAMP LAC CELLID LON LAT … … … … … … 316AD0E97F719B84D5790C45BCED9800 20190425000025 791563 31 120.0459 30.2259 08145B50950C0949FE4BB8E3D6C75C00 20190425000027 795645 11 119.7026 29.8077 38832...

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Abstract

The invention discloses a regional job-house balance evaluation method based on mobile communication data. According to the evaluation method, based on mobile communication data of a certain city within one month, a residence place and a working place of a mobile phone user are identified, commuting travel data related to a certain region of the city are further acquired, and then the time and distance of each commuting travel are obtained; if 95% of one-way commuting time of the region meets the corresponding threshold standard, it is considered that the region is in job-house balance; and ifthe region does not reach the job-house balance standard, reasons causing the job-house imbalance are further analyzed, wherein the reasons comprise commuting distance, job-house ratio in the region,employment self-sufficient proportion of residents and living self-sufficient proportion of the residents. The method has the advantages that the commuting time is taken as a main evaluation index, and the commuting distance and other indexes are combined to comprehensively evaluate a complete system of the regional job-living balance current situation; meanwhile, the invention provides a methodand a process for implementing the index system by utilizing mobile communication data and evaluating the working and living balance state of a certain region.

Description

Technical field [0001] The invention belongs to the technical field of urban planning management, and specifically relates to a regional job-housing balance evaluation method based on mobile communication data. Background technique [0002] Employment and residence are two important elements in the urban spatial structure. With the continuous advancement of economic development and urbanization, the phenomenon of "separation of employment and residence" has become increasingly intensified, and commuting has become the most important component of urban transportation. Long-distance commuting has aggravated the problem of urban traffic congestion in my country. Studying the regional job-housing balance can provide decision-making basis for improving urban traffic efficiency and reducing traffic congestion and air pollution. [0003] The data source of traditional job-housing balance research is mainly census or sample survey. Census data has high accuracy, but poor timeliness ...

Claims

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Application Information

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IPC IPC(8): G06Q50/26G06Q10/06
CPCG06Q50/26G06Q10/06393
Inventor 师思陈明威李晗许敏
Owner SHANGHAI YUNDI INFORMATION TECH
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