Social Media &
Cell Phone Data

Social media data is the collected information and data from social networks that can be used to illustrate how users share, view, or engage with certain content or profiles. The data collected from social media sites can advise what type of content your audience responds to in terms of liking, sharing, and commenting. Some of the biggest social media data sources are LinkedIn, Twitter, Instagram, and YouTube.

Real-Time Twitter Data Mining Approach to Infer User Perception Toward Active Mobility

Rezaur Rahman • Kazi Redwan Shabab • Kamol Chandra Roy • Mohamed H. Zaki • Samiul Hasan

Apr 12, 2021

Transportation Research Record: Journal of the Transportation Research Board

A Text Mining Approach To Elicit Public Perception Of Bike-Sharing Systems

Boniphace Kutela • Neema Langa • Sia Mwende • Emmanuel Kidando • Angela E. Kitali • Prateek Bansal

Mar 31, 2021

Travel Behavior And Society

Mobility-based contact exposure explains the disparity of spread of COVID-19 in urban neighborhoods

Rajat Verma • Takahiro Yabe • Satish V. Ukkusuri

Feb 7, 2021

arXiv

Modeling The Dynamics Of Hurricane Evacuation Decisions From Twitter Data: An Input Output Hidden Markov modeling approach

Kamol Chandra Roy • Samiul Hasan

Feb 1, 2021

Transportation Research Part C: Emerging Technologies

Modeling The Dynamics Of Hurricane Evacuation Decisions From Twitter Data: An Input Output Hidden Markov Modeling Approach

Kamol Chandra Roy • Samiul Hasan

Jan 25, 2021

Transportation Research Part C: Emerging Technologies

The Effect Of Dynamic Lockdowns On Public Transport Demand In Times Of COVID-19: Evidence From Smartcard Data

Benjamin Gramsch • Angelo Guevara • Marcela Munizga • Daniel Schwarts • Alejandro Tirachini

Jan 19, 2021

SSRN Electronic Journal

Inferring User Perception towards Active Mobility:  A Real-Time Twitter Data Mining Approach to Evaluate Qualitative Level of Service for Active Transportation Facilities

Rezaur Rahman • Kazi Redwan Shabab • Kamol Chandra Roy • Mohamed H Zaki • Samiul Hasan

Jan 1, 2021

Transportation Research Record

Enhancing GPS-Assisted Travel Data Collection Through Smartphones

Behrang Assemi • Hamid Safi • Alexander Paz • Mahmoud Mesbah • Luis Ferreira • Mark Hickman

Dec 24, 2020

 2020 IEEE 23rd International Conference on Intelligent Transportation Systems

Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries

Takahiro Yabe • Kota Tsubouchi • Satish V Ukkusuri

Oct 26, 2020

arXiv

Activity-Trip Based Model For Friend Recommendation With Transit Smart Card Records

Hamed Faroqi • Mahmoud Mesbah • Jiwon Kim

Sep 17, 2020

Journal of Urban Planning and Development

Investigating The Correlation Between Activity Similarity And Trip Similarity Of Public Transit Passengers Using Smart Card Data

Hamed Farouqi • Mahmoud Mesbah • Jiwon Kim

Sep 15, 2020

Transportation Research Procedia

Fusing Mobile Phone and Travel Survey Data to Model Urban Activity Dynamics

Chao Yang • Yuliang Zhang • Xianyuan Zhan • Satish V. Ukkusuri • Yifan Chen

Aug 28, 2020

Journal of Advanced Transportation

Dynamics of Crisis Communications in Social Media: Spatio-temporal and Text-based Comparative Analyses Of Twitter Data From Hurricanes Irma And Michael

Kamol Chandra Roy •Md Ashraf Ahmed • Samiul Hasan • Arif Mohaimin Sadri

Jul 1, 2020

 17th International Conference on Information Systems for Crisis Response and Management

Exploring Network Properties Of Social Media Interactions And Activities During Hurricane Sandy

Arif Mohaimin Sadri • Samiul Hasan • Satish V. Ukkusuri • Manuel Cebrian

Jun 13, 2020

Transportation Research Part C: Emerging Technologies

A Multilabel Classification Approach To Identify Hurricane‐Induced Infrastructure Disruptions Using Social Media Data

Kamol Chandra Roy • Samiul Hasan • Pallab Mozumder

Jun 10, 2020

Wiley Online Library / Computer-Aided Civil and Infrastructure Engineering

Probabilistic Model For Destination Inference And Travel Pattern Mining From Smart Card Data

Zhanhong Cheng • Martin Trépanier • Lijun Sun

Jun 10, 2020

Transportation

Quantifying The Impact Of Daily Mobility On Errors In Air Pollution Exposure Estimation Using Mobile Phone Location Data

Xiaonan Yu • Cesunica Ivey • Zhijiong Huang • Sashikanth Gurram • Vijayaraghavan Sivaraman • Huizhong Shen • Naveen Eluru • Samiul Hasan • Lucas Henneman • Guoliang Shi • Hongliang Zhang • Haofei Yu • Junyu Zheng

May 13, 2020

Environment Internationa

Public Concerns And Response Pattern Toward Shared Mobility Security Using Social Media Data

Qian Ye • Xiaochong Chen • Hua Zhang • Kaan Ozbey • Fan Zuo

Nov 28, 2019

 2019 IEEE Intelligent Transportation Systems Conference

Incorporating Weather Conditions And Travel History In Estimating The Alighting Bus Stops From Smart Card Data

Tianli Tang • Ronghui Liu • Charisma Choudhury

Nov 7, 2019

Sustainable Cities And Society

Sharing Real-Time Traffic Information With Travelers Using Twitter: An Analysis of Effectiveness And Information Content

Rezaur Rahman • Kamol C. Roy • Mohamed Abdel-Aty • Samiul Hasan

Jun 26, 2019

Frontiers in Built Environment

Destination Choice Modeling Using Location-Based Social Media Data

Md Mehedi Hasnat • Ahmadreza Faghih-Imani • Naveen Eluru • Samiul Hasan

Mar 11, 2019

Journal Of Choice Modelling

Are Electric Scooters Promoted On Social Media With Safety In Mind? A Case Study On Bird's Instagram

Jon-Patrick Allem • Anuja Majmundar

Nov 23, 2018

Preventive Medicine REports

Cost‐Effective Ubiquitous Method For Motor Vehicle Speed Estimation Using smartphones

Shahrzad Moeiniyan Bagheri • Behrang Assemi • Mahmoud Mesbah • Mark Hickman

Nov 12, 2018

IET Wireless Sensor Systems

Public transport Trip Purpose Inference Using Smart Card Fare Data

Azalden Alsger • Ahmad Tavassoli • Mahmoud Mesbah • Luis Ferreira

Jan 10, 2018

Transportation Research Part C: Emerging Technologies

Variation Of Transit Demand Based On Smart Card Data

Azalden Alsger • Ahmad Tavassoli Hojati • Mark Hickman • Mahmoud Mesbah

Jan 1, 2018

Transportation Research Board 97th Annual Meeting

On Data Processing Required To Derive Mobility Patterns From Passively-Generated Mobile Phone Data

Feilong Wang • Cynthia Chen

Dec 29, 2017

Transportation Research Part C: Emerging Technologies

Potentials Of Using Social Media To Infer The Longitudinal Travel Behavior: A Sequential Model-Based Clustering Method

Zhenhua Zhang • Qing He • Shanjiang Zhu

Oct 16, 2017

Transportation Research Part C: Emerging Technologies

Exploring Bikesharing Travel Patterns And Trip Purposes Using Smart Card Data And Online Point Of Interests

Jie Bao • Chengcheng Xu • Pan Liu • Wei Wang

Sep 11, 2017

Networks and Spatial Economics

Estimating Potential Demand Of Bicycle Trips From Mobile Phone Data—An Anchor-Point Based Approach

Yang Xu • Shih-Lung Shaw • Zhixiang Fang • Ling Yin

Jul 26, 2016

MDPI / International Journal of Geo-Information

Activity Space Estimation With Longitudinal Oobservations Of Social Media Data

Jae Hyun Lee • Adam W. Davis • Seo Youn Yoon • Konstadinus G. Goulias

Jun 22, 2016

Transportation

Big Data for Social Transportation

Xinhu Zheng • Wei Chen • Pu Wang • Dayong Shen • Songhang Chen • Xiao Wang • Qingpeng Zhang • Liuqing Yang

Dec 17, 2015

IEEE Transactions on Intelligent Transportation Systems