@inproceedings{d38b6aac44be4179945aa0a6a3c3796e,
title = "Measuring inter-city network using digital footprints from twitter users",
abstract = "City connectivity is an important measurement in characterizing human dynamics from regional to international scales. World City Network has been built based on companies' communication. The interactions between spatial and social dimensions of cities have both conceptual and practical significance. To further expand the studies of inter-city network in the big social data context, this research builds a network at the county level using digital footprints from Twitter users. Retrieving geotags from Twitter users, we identify the connection strength of each pair of counties based on the amounts of shared users who leave digital footprints on both counties. Using the shared user amount as the weighted link and each county as the node, we build a county-to-county user flow network. Various network structures have been detected at the state level. In addition, by creating a direct flow chain, we can identify influential counties and its hinterland. This network demonstrates how human mobility operate across various spatial settings and distances. Results of this study can be used in transportation planning, regional planning and metropolitan management.",
keywords = "Big data, Human mobility, Inter-city network, Social media",
author = "Yuqin Jiang and Zhenlong Li and Xinyue Ye",
note = "Publisher Copyright: {\textcopyright} 2018 Copyright held by the owner/author(s). Publication rights licensed to ACM.; 2nd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, PredictGIS 2018 ; Conference date: 06-11-2018",
year = "2018",
month = nov,
day = "6",
doi = "10.1145/3283590.3283594",
language = "English (US)",
series = "Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, PredictGIS 2018",
publisher = "Association for Computing Machinery, Inc",
pages = "25--31",
editor = "Akihito Sudo and Chin, {Lau Hoong} and Takahiro Yabe and Xuan Song and Yoshihide Sekimoto",
booktitle = "Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, PredictGIS 2018",
}