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
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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
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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
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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
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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
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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
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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
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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
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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
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arXiv
Activity-Trip Based Model For Friend Recommendation With Transit Smart Card Records
Hamed Faroqi • Mahmoud Mesbah • Jiwon Kim
Sep 17, 2020
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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IEEE Transactions on Intelligent Transportation Systems