[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis

C Chen, J Ma, Y Susilo, Y Liu, M Wang - Transportation research part C …, 2016 - Elsevier
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …

[PDF][PDF] A literature survey on smart cities

CT Yin, Z Xiong, H Chen, JY Wang… - Science China …, 2015 - researchgate.net
Rapid urbanization creates new challenges and issues, and the smart city concept offers
opportunities to rise to these challenges, solve urban problems and provide citizens with a …

[PDF][PDF] 利用公交刷卡数据分析北京职住关系和通勤出行

龙瀛, 张宇, 崔承印 - 地理学报, 2012 - beijingcitylab.com
基于位置服务(Location Based Service, LBS) 技术为研究城市系统的时空动态规律提供了新的
视角, 已往多基于移动通讯(GSM), 全球定位系统(GPS), 社会化网络(SNS) 和无线宽带热点(Wi …

Social sensing: A new approach to understanding our socioeconomic environments

Y Liu, X Liu, S Gao, L Gong, C Kang, Y Zhi… - Annals of the …, 2015 - Taylor & Francis
The emergence of big data brings new opportunities for us to understand our socioeconomic
environments. We use the term social sensing for such individual-level big geospatial data …

Friendship and mobility: user movement in location-based social networks

E Cho, SA Myers, J Leskovec - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
Even though human movement and mobility patterns have a high degree of freedom and
variation, they also exhibit structural patterns due to geographic and social constraints …

Recommendations in location-based social networks: a survey

J Bao, Y Zheng, D Wilkie, M Mokbel - GeoInformatica, 2015 - Springer
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …

Understanding human mobility from Twitter

R Jurdak, K Zhao, J Liu, M AbouJaoude, M Cameron… - PloS one, 2015 - journals.plos.org
Understanding human mobility is crucial for a broad range of applications from disease
prediction to communication networks. Most efforts on studying human mobility have so far …

A survey of traffic data visualization

W Chen, F Guo, FY Wang - IEEE Transactions on intelligent …, 2015 - ieeexplore.ieee.org
Data-driven intelligent transportation systems utilize data resources generated within
intelligent systems to improve the performance of transportation systems and provide …

Uncovering patterns of inter-urban trip and spatial interaction from social media check-in data

Y Liu, Z Sui, C Kang, Y Gao - PloS one, 2014 - journals.plos.org
The article revisits spatial interaction and distance decay from the perspective of human
mobility patterns and spatially-embedded networks based on an empirical data set. We …

Uncovering urban human mobility from large scale taxi GPS data

J Tang, F Liu, Y Wang, H Wang - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
Taxi GPS trajectories data contain massive spatial and temporal information of urban human
activity and mobility. Taking taxi as mobile sensors, the information derived from taxi trips …