Privacy-Aware Distributed Mobility Choice Modelling over Blockchain
作者： David Lopez , Bilal Farooq
DOI: 10.1109/ISC246665.2019.9071730
关键词:
摘要: A generalized distributed tool for mobility choice modelling is presented, where participants do not share personal raw data and computations are done locally. Participants use Blockchain based Smart Mobility Data-market (BSMD), all transactions secure private. Nodes in blockchain can transact information with other as long both parties agree to the transaction rules issued by owner of data. case study presented a mode model estimated over BSMD. As an example, parameter estimation problem solved on version simulated annealing. It demonstrated that parameters consistent reproducible.
arxiv.org
harvard.edu
sci-hub.st 参考文章(22)
Sheldon M. Ross, A Course in Simulation A Course in Simulation. pp. 326- 326 ,(1990)
Richard Barff, David Mackay, Richard W. Olshavsky, A Selective Review of Travel-Mode Choice Models Journal of Consumer Research. ,vol. 8, pp. 370- 380 ,(1982) , 10.1086/208877
Wullianallur Raghupathi, Viju Raghupathi, Big data analytics in healthcare: promise and potential health information science. ,vol. 2, pp. 3- 3 ,(2014) , 10.1186/2047-2501-2-3
Bilal Farooq, Alexandra Beaulieu, Marwan Ragab, Viet Dang Ba, Ubiquitous monitoring of pedestrian dynamics: Exploring wireless ad hoc network of multi-sensor technologies ieee sensors. pp. 1- 4 ,(2015) , 10.1109/ICSENS.2015.7370450
Paolo Campigotto, Christian Rudloff, Maximilian Leodolter, Dietmar Bauer, Personalized and Situation-Aware Multimodal Route Recommendations: The FAVOUR Algorithm IEEE Transactions on Intelligent Transportation Systems. ,vol. 18, pp. 92- 102 ,(2017) , 10.1109/TITS.2016.2565643
Hooram Halat, Meead Saberi, Charlotte Anne Frei, Andreas Rolf Frei, Hani S. Mahmassani, Impact of Crime Statistics on Travel Mode Choice Transportation Research Record: Journal of the Transportation Research Board. ,vol. 2537, pp. 81- 87 ,(2015) , 10.3141/2537-09
Julian Hagenauer, Marco Helbich, A comparative study of machine learning classifiers for modeling travel mode choice Expert Systems With Applications. ,vol. 78, pp. 273- 282 ,(2017) , 10.1016/J.ESWA.2017.01.057
Ming Li, Jian Weng, Anjia Yang, Wei Lu, Yue Zhang, Lin Hou, Jia-Nan Liu, Yang Xiang, Robert H. Deng, CrowdBC: A Blockchain-Based Decentralized Framework for Crowdsourcing IEEE Transactions on Parallel and Distributed Systems. ,vol. 30, pp. 1251- 1266 ,(2019) , 10.1109/TPDS.2018.2881735
Alexandru Stanciu, Blockchain Based Distributed Control System for Edge Computing international conference on control systems and computer science. pp. 667- 671 ,(2017) , 10.1109/CSCS.2017.102
Svein Ølnes, Jolien Ubacht, Marijn Janssen, Blockchain in government: Benefits and implications of distributed ledger technology for information sharing Government Information Quarterly. ,vol. 34, pp. 355- 364 ,(2017) , 10.1016/J.GIQ.2017.09.007