The Traj2Vec model to quantify residents’ spatial trajectories and estimate the proportions of urban land-use types

International Journal of Geographical Information Science - Tập 35 Số 1 - Trang 193-211 - 2021
Jinbao Zhang1, Xia Li2, Yao Yao3, Ye Hong4, Jialyu He1, Zhangwei Jiang5, Jianchao Sun5
1Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou, China
2KeyLabof Geographic Information Science (Ministry of Education),School of Geographic Sciences, East China Normal University, Shanghai, P.R. China
3School of Geography and Information Engineering, China University of Geosciences, Wuhan, China
4Department of Civil, Environmental and Geomatic Engineering, ETH Zürich, Zürich, Switzerland
5Department of Data Technology and Products, Alibaba Group, Hangzhou, China

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10.3233/SW-2012-0065

Biau G.A.V.S., 2012, Journal of Machine Learning Research, 13, 1063

10.1023/A:1010933404324

10.4324/9780203362372

10.1016/0965-8564(95)00033-X

Chen S., 2016, Journal of Geographical Sciences, 71, 471

10.1016/j.landurbplan.2016.12.001

Cranshaw, J. et al. 2012. The livehoods project: utilizing social media to understand the dynamics of a city. In: Sixth international AAAI conference on weblogs and social media. Dublin, Ireland.

Fern A Ndez-Delgado M., 2014, Journal of Machine Learning Research, 15, 3133

10.1016/j.compenvurbsys.2018.02.006

10.1111/tgis.2017.21.issue-3

10.1038/nature06958

10.1080/00420980500332064

10.1098/rsos.150449

10.3390/ijgi5070104

10.1016/j.rse.2017.05.011

10.1080/13658816.2017.1324976

10.1177/0265813515604767

10.1080/00045608.2015.1018773

10.1007/978-3-319-19342-7_10

Mikolov, T. et al. 2013. Distributed representations of words and phrases and their compositionality. In: Advances in neural information processing systems 26, 3111–3119. Lake Tahoe, Nevada, USA.

10.1145/219717.219748

Niu N., 2017, International Journal of Geographical Information Science, 31, 1871

10.1080/13658816.2014.913794

10.1016/j.jenvman.2015.07.004

10.1016/j.cities.2016.03.013

10.1080/13658816.2015.1100731

10.2307/143141

10.1007/s10109-015-0211-9

10.1080/13658816.2017.1356464

10.1007/978-3-319-11116-2_9

10.1023/A:1007519102914

10.1080/17538947.2018.1556353

Xu Y., 2016, Annals of the American Association of Geographers, 106, 489

10.1145/3139958.3140054

10.1080/13658816.2016.1244608

10.1111/tgis.2018.22.issue-2

10.1109/TKDE.2014.2345405

10.1016/j.compenvurbsys.2018.11.008

10.1016/j.rse.2015.07.017

10.1080/2150704X.2013.858843

10.1016/j.compenvurbsys.2014.07.004

10.1109/TGRS.2015.2435801