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Discovery of urban functional regions based on Node2vec · Study

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ArticleDiscovery of urban functional regions based on Node2vec

Li Cai2022

Article2022

Discovery of urban functional regions based on Node2vec

Li Cai · Lanqiuyue Zhang · Liang Yu · Jin Li

16 citations·0/0 files stored·Applied Intelligence

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Human Mobility and Location-Based Analysis Urban Design and Spatial Analysis Data Management and Algorithms

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References

2012Discovering regions of different functions in a city using human mobility and POIs 2017Extracting urban functional regions from points of interest and human activities on location‐based social networks 2014Discovering Urban Functional Zones Using Latent Activity Trajectories 2016Mapping Dynamic Urban Land Use Patterns with Crowdsourced Geo-Tagged Social Media (Sina-Weibo) and Commercial Points of Interest Collections in Beijing, China 2005The xPOI Concept 2015Exploring the Potential of Combining Taxi GPS and Flickr Data for Discovering Functional Regions

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2021Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approacharticle · 3 shared references 2021Delineating urban functional use from points of interest data with neural network embedding: A case study in Greater Londonarticle · 3 shared references 2018Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Dataarticle · 3 shared references 2019A multi‐modal transportation data‐driven approach to identify urban functional zones: An exploration based on Hangzhou City, Chinaarticle · 3 shared references 2021Block2vec: An Approach for Identifying Urban Functional Regions by Integrating Sentence Embedding Model and Points of Interestarticle · 3 shared references 2019Comparison of Approaches for Urban Functional Zones Classification Based on Multi-Source Geospatial Data: A Case Study in Yuzhong District, Chongqing, Chinaarticle · 3 shared references

Details

Year2022

Typearticle

Published2022-03-28

VenueApplied Intelligence

ISSN-L0924-669X

Languageen

Citations16

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1007/s10489-022-03285-x

openalex_workW4220812401

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