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1. UrbComp@KDD 2012: Beijing, China
- Ouri E. Wolfson, Yu Zheng:
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, UrbComp@KDD 2012, Beijing, China, August 12, 2012. ACM 2012, ISBN 978-1-4503-1542-5
Urban computing with communication data
- Jameson L. Toole, Michael Ulm, Marta C. González, Dietmar Bauer
:
Inferring land use from mobile phone activity. 1-8 - Vanessa Frías-Martínez, Cristina Soguero-Ruíz, Enrique Frías-Martínez:
Estimation of urban commuting patterns using cellphone network data. 9-16 - Barbara Furletti, Lorenzo Gabrielli, Chiara Renso
Identifying users profiles from mobile calls habits. 17-24 - Yi-Qing Zhang
Characterizing large-scale population's indoor spatio-temporal interactive behaviors. 25-32 - Mahalia Miller, Chetan Gupta:
Mining traffic incidents to forecast impact. 33-40 - Stéphane Roche, Abbas Rajabifard
Sensing places' life to make city smarter. 41-46
Urban computing with social media
- Gavin McArdle
City-scale traffic simulation from digital footprints. 47-54 - Hsun-Ping Hsieh
Exploiting large-scale check-in data to recommend time-sensitive routes. 55-62 - Josh Jia-Ching Ying, Eric Hsueh-Chan Lu
Urban point-of-interest recommendation by mining user check-in behaviors. 63-70 - Xiangxu Meng, Xinye Lin, Xiaodong Wang:
Intention oriented itinerary recommendation by bridging physical trajectories and online social networks. 71-78
Urban computing with human mobility traces
- Wen He, Deyi Li, Tianlei Zhang, Lifeng An, Mu Guo, Guisheng Chen:
Mining regular routes from GPS data for ridesharing recommendations. 79-86 - Mirco Nanni, Roberto Trasarti
Efficient distributed computation of human mobility aggregates through user mobility profiles. 87-94 - Shan Jiang
Discovering urban spatial-temporal structure from human activity patterns. 95-102 - Haibo Wang, Kuien Liu:
User oriented trajectory similarity search. 103-110 - Xuegang (Jeff) Ban, Marco Gruteser:
Towards fine-grained urban traffic knowledge extraction using mobile sensing. 111-117 - Huajian Mao, Wuman Luo, Haoyu Tan, Lionel M. Ni, Nong Xiao:
Exploration of ground truth from raw GPS data. 118-125
Urban computing for urban planning
- Marjan Momtazpour, Patrick Butler, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan
Coordinated clustering algorithms to support charging infrastructure design for electric vehicles. 126-133 - Irina Ceapa, Chris Smith, Licia Capra:
Avoiding the crowds: understanding Tube station congestion patterns from trip data. 134-141 - Lijun Sun
Using smart card data to extract passenger's spatio-temporal density and train's trajectory of MRT system. 142-148 - Xudong Zheng, Xiao Liang, Ke Xu:
Where to wait for a taxi? 149-156 - Jianting Zhang:
Smarter outlier detection and deeper understanding of large-scale taxi trip records: a case study of NYC. 157-162 - Jianting Zhang, Camille Kamga, Hongmian Gong, Le Gruenwald:
U2SOD-DB: a database system to manage large-scale ubiquitous urban sensing origin-destination data. 163-171
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