The invention discloses a method for identifying habitual environments and travel purposes of residents through mobile phone signaling data, and the method comprises the following steps: predefining important index concepts which comprise one or more of a habitual place, a non-habitual place and a habitual environment; collecting mobile phone signaling data uploaded by the base station in real time, and cleaning the mobile phone signaling data; slicing and calculating the cleaned mobile phone signaling data to obtain a daily travel track chain of residents; calculating at least one usual place of the resident according to the daily travel track chain data of the resident accumulated in a preset time period; and identifying the habitual environment and travel purpose of the resident in combination with the habitual place. The technical problem that in the prior art, the statistical habitual environment of residents and the travel purpose result have deviation is solved.

    本申请公开一种通过手机信令数据识别居民惯常环境和出行目的的方法,包括以下步骤:预界定重要指标概念,其中,重要指标概念包括惯常地、非惯常地和惯常环境的一种或几种;采集基站实时上传的手机信令数据,并对手机信令数据进行清洗;通过对清洗后的手机信令数据进行切片和计算,得到居民日出行轨迹链;根据预设定时间段内积累的居民日出行轨迹链数据,计算出居民至少一个惯常地;结合惯常地,识别居民的惯常环境和出行目的。解决了现有技术所统计的居民惯常环境和出行目的结果有偏差的技术问题。


    Access

    Download


    Export, share and cite



    Title :

    Method for identifying habitual environment and travel purpose of resident through mobile phone signaling data


    Additional title:

    通过手机信令数据识别居民惯常环境和出行目的的方法


    Contributors:
    WEN LING (author) / LI YING (author) / WANG XIANGYU (author)

    Publication date :

    2022-01-21


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze



    Travel purpose identification based on mobile phone signaling data and Bayesian network

    Lu, Zhenbo / Chai, Lin / Feng, Zeyu et al. | British Library Conference Proceedings | 2022


    Urban resident transportation mode identification method based on mobile phone signaling data

    ZHANG LING / HAO QIN / SONG XIAOQING et al. | European Patent Office | 2022

    Free access

    Urban resident dynamic OD matrix extraction method based on mobile phone signaling data

    TIAN ZHAO / YANG YANFANG / ZHANG QIANZHONG et al. | European Patent Office | 2023

    Free access

    Traffic travel model construction method based on mobile phone signaling data

    CUI YI / GAO TIAN / CHANG JIANYONG et al. | European Patent Office | 2021

    Free access

    Introduction: Habitual travel choice

    Gärling, Tommy / Axhausen, Kay W. | Online Contents | 2003