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Original Articles

Privacy and spatial pattern preservation in masked GPS trajectory data

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Pages 785-800 | Received 19 Aug 2014, Accepted 20 Sep 2015, Published online: 04 Nov 2015

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Dara E. Seidl, Piotr Jankowski, Keith C. Clarke & Atsushi Nara. (2020) Please Enter Your Home Location: Geoprivacy Attitudes and Personal Location Masking Strategies of Internet Users. Annals of the American Association of Geographers 110:3, pages 586-605.
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Alok Tiwari, Sohail Ahmad, Emad Qurunflah, Mansour Helmi, Ayad Almaimani, Alaa Alaidroos & Majed Mustafa Hallawani. (2023) Exploring geomasking methods for geoprivacy: a pilot study in an environment with built features. Geospatial Health 18:2.
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Lei Zhang, Mei-na Chen, De-sheng Liu & Jing Li. (2021) Moving without association: an association shifting scheme for protecting destination. Journal of Ambient Intelligence and Humanized Computing 14:3, pages 1659-1674.
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Edward Helderop, Jake R. Nelson & Tony H. Grubesic. (2023) ‘Unmasking’ masked address data: A medoid geocoding solution. MethodsX 10, pages 102090.
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Geunseob Oh, David J. Leblanc & Huei Peng. (2022) Vehicle Energy Dataset (VED), A Large-Scale Dataset for Vehicle Energy Consumption Research. IEEE Transactions on Intelligent Transportation Systems 23:4, pages 3302-3312.
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Valentino Servizi, Francisco C. Pereira, Marie K. Anderson & Otto A. Nielsen. (2021) Transport behavior-mining from smartphones: a review. European Transport Research Review 13:1.
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Jinmeng Rao, Song Gao, Mingxiao Li & Qunying Huang. (2021) A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning. Transactions in GIS 25:3, pages 1153-1175.
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Adir Solomon, Amit Livne, Gilad Katz, Bracha Shapira & Lior Rokach. (2021) Analyzing movement predictability using human attributes and behavioral patterns. Computers, Environment and Urban Systems 87, pages 101596.
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Jue Wang & Mei-Po Kwan. (2020) Daily activity locations k-anonymity for the evaluation of disclosure risk of individual GPS datasets. International Journal of Health Geographics 19:1.
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Vikram Patil & Pradeep K. Atrey. (2020) GeoSecure-R: Secure Computation of Geographical Distance using Region-anonymized GPS Data. GeoSecure-R: Secure Computation of Geographical Distance using Region-anonymized GPS Data.
Michael Mireku Kwakye. (2020) Conceptual Model and Design of Semantic Trajectory Data Warehouse. International Journal of Data Warehousing and Mining 16:3, pages 108-131.
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Mayra A. Zurbaran, Augusto Salazar, Maria Antonia Brovelli & Pedro M. Wightman. (2020) An Evaluation Framework for Assessing the Impact of Location Privacy on Geospatial Analysis. IEEE Access 8, pages 158224-158236.
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Artem Leichter & Martin Werner. (2019) Estimating Road Segments Using Natural Point Correspondences of GPS Trajectories. Applied Sciences 9:20, pages 4255.
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Samantha Breslin, Martine Shareck & Daniel Fuller. (2019) Research ethics for mobile sensing device use by vulnerable populations. Social Science & Medicine 232, pages 50-57.
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Xiaolei Zhang & Baoxiang Huang. (2019) A framework for revealing the human dynamics mechanism of ‘meet is fate’. Journal of Physics: Conference Series 1168, pages 032003.
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Andrius Barauskas. 2019. Miesto aplinkkelių poveikio transporto srautų pasiskirstymui gatvių tinkle vertinimas ir modeliavimas. Miesto aplinkkelių poveikio transporto srautų pasiskirstymui gatvių tinkle vertinimas ir modeliavimas.
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Yang Wang & David McArthur. (2018) Enhancing data privacy with semantic trajectories: A raster-based framework for GPS stop/move management. Transactions in GIS 22:4, pages 975-990.
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K.S. Bagot, S.A. Matthews, M. Mason, Lindsay M. Squeglia, J. Fowler, K. Gray, M. Herting, A. May, I. Colrain, J. Godino, S. Tapert, S. Brown & K. Patrick. (2018) Current, future and potential use of mobile and wearable technologies and social media data in the ABCD study to increase understanding of contributors to child health. Developmental Cognitive Neuroscience 32, pages 121-129.
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Dara E. Seidl, Piotr Jankowski & Keith C. Clarke. (2018) Privacy and False Identification Risk in Geomasking Techniques. Geographical Analysis 50:3, pages 280-297.
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Xiao-Feng Xie & Zunjing Jenipher Wang. (2018) Examining travel patterns and characteristics in a bikesharing network and implications for data-driven decision supports: Case study in the Washington DC area. Journal of Transport Geography 71, pages 84-102.
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Roelant A. Stegmann, Indrė Žliobaitė, Tuukka Tolvanen, Jaakko Hollmén & Jesse Read. (2017) A survey of evaluation methods for personal route and destination prediction from mobility traces. WIREs Data Mining and Knowledge Discovery 8:2.
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Ivana Semanjski, Sidharta Gautama, Rein Ahas & Frank Witlox. (2017) Spatial context mining approach for transport mode recognition from mobile sensed big data. Computers, Environment and Urban Systems 66, pages 38-52.
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Vikram Patil, Shivam Parikh, Priyanka Singh & Pradeep K. Atrey. (2017) GeoSecure: Towards secure outsourcing of GPS data over cloud. GeoSecure: Towards secure outsourcing of GPS data over cloud.
Zhongliang Fu, Zongshun Tian, Yanqing Xu & Kaichun Zhou. (2017) Mining Frequent Route Patterns Based on Personal Trajectory Abstraction. IEEE Access 5, pages 11352-11363.
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