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State of the Art and Further Research Directions",
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@article{bb195102,
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        TITLE = "A Bargaining-Based Solution to the Team Mobility Planning Game",
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Urban Mobility",
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@article{bb195106,
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Vector Representations of Locations, Traces and Visitors through
Large-Scale Mobility Data",
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A case study in learning spatio-temporal urban mobility patterns",
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Understand Urban Mobility",
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Analyzing and Locating Trajectories",
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Mobility Data at an Individual Level: How Accurate Can We Get?",
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@article{bb195112,
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and POI Data",
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Management, Fusion, and Visualization",
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Movement and Topic Generation Model: The Case of Wuhan, China",
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Latent Multi-View Subspace Clustering",
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@article{bb195119,
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Florida, USA Using a Machine Learning Approach",
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@article{bb195120,
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        TITLE = "Daily Human Mobility: A Reproduction Model and Insights from the
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@article{bb195121,
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@article{bb195123,
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@article{bb195124,
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An Exploratory Study Using Geo-Tagged Tweets",
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        NUMBER = "11",
        PAGES = "374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190550"}

@article{bb195150,
        AUTHOR = "Bi, H.L. and Zhang, S.Y. and Lu, F.Q.",
        TITLE = "Analysis of Decoupling Effects and Influence Factors in
Transportation: Evidence from Guangdong Province, China",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "11",
        PAGES = "404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190551"}

@article{bb195151,
        AUTHOR = "Ngossaha, J.M. and Pidy, L.T.P. and Karunathilake, T. and Forster, A. and Bowong, S.",
        TITLE = "Advancing urban mobility in developing countries: A mobile RSU
approach for sustainable transportation",
        JOURNAL = IET-ITS,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2502-2519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190552"}

@article{bb195152,
        AUTHOR = "Peng, B. and Zhang, Y. and Wang, T. and Li, C.Y.",
        TITLE = "Exploring Nonlinear Effects of the Built Environment on Employment
Behavior Among Older Adults: Evidence from Metro Station Catchment
Areas",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190553"}

@article{bb195153,
        AUTHOR = "Mazzulla, G. and Pirrone, C.G.",
        TITLE = "Accessibility Measures: From a Literature Review to a Classification
Framework",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190554"}

@article{bb195154,
        AUTHOR = "Kim, J. and Tak, S. and Yoon, J. and Yeo, H.",
        TITLE = "A study on identifying representative trips for mobility service
design",
        JOURNAL = IET-ITS,
        VOLUME = "19",
        YEAR = "2025",
        NUMBER = "1",
        PAGES = "e12603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190555"}

@article{bb195155,
        AUTHOR = "Hossain, S.T. and Al Ramadan, B. and Bilal, M. and Altuwaijri, H.A.",
        TITLE = "Enhancing Accessibility in Public Spaces:
A Computational Study of Hatirjheel Lakefront Using Space Syntax",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "1",
        PAGES = "29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190556"}

@article{bb195156,
        AUTHOR = "Cheng, J.G. and Li, K. and Liang, Y.X. and Sun, L.J. and Yan, J.C. and Wu, Y.K.",
        TITLE = "Rethinking Urban Mobility Prediction: A Multivariate Time Series
Forecasting Approach",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2543-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190557"}

@article{bb195157,
        AUTHOR = "Das, D. and Rana, M.K. and Sardar, B. and Pecorella, T. and Saha, D.",
        TITLE = "A Comparative Analysis of Distributed Mobility Management Schemes for
5G-Based Intelligent Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2434-2448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190558"}

@article{bb195158,
        AUTHOR = "Ghafelebashi, A. and Razaviyayn, M. and Dessouky, M.",
        TITLE = "Incentive Systems for Fleets of New Mobility Services",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1826-1839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190559"}

@article{bb195159,
        AUTHOR = "Tang, Y.H. and He, J.L. and Zhao, Z.",
        TITLE = "Activity-Aware Human Mobility Prediction With Hierarchical Graph
Attention Recurrent Network",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1604-1616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190560"}

@article{bb195160,
        AUTHOR = "Li, Y. and Jin, D.P. and Hui, P. and Wang, Z.C. and Chen, S.",
        TITLE = "Limits of Predictability for Large-Scale Urban Vehicular Mobility",
        JOURNAL = ITS,
        VOLUME = "15",
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        MONTH = "December",
        PAGES = "2671-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190561"}

@article{bb195161,
        AUTHOR = "Bi, H. and Gao, H. and Li, A. and Zhu, H. and Ye, Z.",
        TITLE = "Urban Spatial Aggregation Issues in Transportation:
A New Homogeneity-Related Zone System",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1717-1727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190562"}

@article{bb195162,
        AUTHOR = "Manago, C.A.R. and Nasalita, M.G. and Saveron, C.V. and Sunga, Y.A.D. and Claridades, A.R.C.",
        TITLE = "Development of a Fifteen-Minute City Index Using Walkability Scores
and Age-Classified Population: The Case of Pasig City, Metro Manila,
Philippines",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190563"}

@article{bb195163,
        AUTHOR = "Villanueva Durban, N. and Lorenzo Saez, E. and Lerma Arce, V. and Coll Aliaga, E.",
        TITLE = "Evaluation of Urban Accessibility Through Geomarketing Techniques:
Case Study in Valencia (Spain)",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190564"}

@article{bb195164,
        AUTHOR = "Peng, J.D. and Li, J.J. and Yang, H. and Sun, L.",
        TITLE = "Nonlinear Impact of Built Environment on Older Adults' Bus Use
Behavior: A Hybrid Model Considering Spatial Heterogeneity",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190565"}

@article{bb195165,
        AUTHOR = "Dai, X.J. and Zhou, C. and He, X.",
        TITLE = "Spatio-Temporal Paths and Influencing Factors of Residential Mobility
in Guangzhou: A Micro-Level Perspective of Newly Employed College
Graduates",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "5",
        PAGES = "202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190566"}

@article{bb195166,
        AUTHOR = "Pais, F. and Sousa, N. and Monteiro, J. and Coutinho Rodrigues, J. and Natividade Jesus, E.",
        TITLE = "Walking to Public Transport: Rethinking Catchment Areas Considering
Topography and Surrogate Buffers",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "5",
        PAGES = "205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190567"}

@article{bb195167,
        AUTHOR = "Bang, H. and Dave, A. and Tzortzoglou, F.N. and Wang, S. and Malikopoulos, A.A.",
        TITLE = "On Mobility Equity and the Promise of Emerging Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "10623-10637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190568"}

@article{bb195168,
        AUTHOR = "Lev Ran, E. and Lukawska, M. and Servizi, V. and Dalyot, S.",
        TITLE = "Cross-Domain Travel Mode Detection for Electric Micro-Mobility Using
Semi-Supervised Learning",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "9",
        PAGES = "358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190569"}

@article{bb195169,
        AUTHOR = "Chen, X.Y. and Zhuang, D. and Cai, H.Q. and Wang, S. and Zhao, J.H.",
        TITLE = "Dynamic Autoregressive Tensor Factorization for Pattern Discovery of
Spatiotemporal Systems",
        JOURNAL = PAMI,
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        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8524-8537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190570"}

@article{bb195170,
        AUTHOR = "Zhang, C. and Du, B. and Luan, Q.Y. and Shen, J.",
        TITLE = "Machine Learning Approaches for Micromobility User Behavior Analysis",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "40",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "57-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190571"}

@article{bb195171,
        AUTHOR = "Li, T.F. and Ge, Y. and Fan, B. and Weng, J.C. and Zhou, W.H. and Zhang, S.",
        TITLE = "Urban Mobility Redefined: Stochastic Equilibrium and Optimal Car
Ownership in Cities With Ridesharing Programs",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "16747-16769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190572"}

@article{bb195172,
        AUTHOR = "Ordonez, J.P.D. and Brovelli, M.A.",
        TITLE = "Characterising Active Mobility in Urban Areas Through Street Network
Indices",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "11",
        PAGES = "447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190573"}

@article{bb195173,
        AUTHOR = "Alotaibi, N.N. and Alnfiai, M.M. and Alnahari, M.M. and Alnefaie, S.M.M. and Alotaibi, F.A.",
        TITLE = "Advanced fusion of IoT and AI technologies for smart environments:
Enhancing environmental perception and mobility solutions for
visually impaired individuals",
        JOURNAL = IVC,
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        YEAR = "2026",
        PAGES = "105827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190574"}

@article{bb195174,
        AUTHOR = "Ferreira, G.O. and Dabbene, F. and Malandrino, F. and Ravazzi, C.",
        TITLE = "Unraveling Urban Mobility: A Domain Knowledge-Free Trajectory
Classification Using Gramian Angular Fields",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "531-543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190575"}

@article{bb195175,
        AUTHOR = "Haydari, A. and Chen, D.J. and Lai, Z.F. and Zhang, M. and Chuah, C.N.",
        TITLE = "MobilityGPT: Enhanced Human Mobility Modeling With a GPT Model",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1681-1694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190576"}

@article{bb195176,
        AUTHOR = "Gui, Y.Q. and Li, P.H. and Wang, P.C. and Liu, L. and Cao, R. and Zhang, L.",
        TITLE = "Improving Mobility in NDN-Based VANET: A Deep Reinforcement Learning
Approach With Deep Prioritization",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1458-1470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190577"}

@article{bb195177,
        AUTHOR = "Kim, K. and Kwon, K.",
        TITLE = "Decomposing Spatial Accessibility into Demand, Supply, and Traffic
Speed: Averaging Chain Substitution Method",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "1",
        PAGES = "44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190578"}

@article{bb195178,
        AUTHOR = "Ahmadi, A. and Jahromi, M.N. and Mostafavi, M.A. and Morales, E. and Sabo, N.",
        TITLE = "Assistive Navigation Technologies for Inclusive Mobility: Identifying
Key Environmental Factors Influencing Wheelchair Navigation Through a
Scoping Review",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190579"}

@article{bb195179,
        AUTHOR = "Maw, T.T.L. and Seo, D.",
        TITLE = "Multi-Scale Space Syntax Analysis of Hybrid Urban Street Networks for
Accessibility and Mobility Efficiency: The Case of Mandalay in
Myanmar",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190580"}

@article{bb195180,
        AUTHOR = "Liu, C. and Zhang, Y. and Yang, S. and Guo, L. and He, H. and Sun, X.L.",
        TITLE = "Land Use, Street Design, and Older Adults' Active Travel: Uncovering
Nonlinear Effects in Multi-Scale Convenient Living Circles",
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        NUMBER = "3",
        PAGES = "109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190581"}

@article{bb195181,
        AUTHOR = "Stasinos, N. and Kalogeropoulos, K. and Tsatsaris, A. and Mantzorou, M.",
        TITLE = "Uneven Paths to Health: A Spatial Analysis of Sidewalk Conditions and
Healthcare Access for Older Adults",
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        NUMBER = "3",
        PAGES = "137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190582"}

@article{bb195182,
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Connectivity",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190583"}

@article{bb195183,
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Digital Twin: Methods and Applications",
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        MONTH = "May",
        PAGES = "4949-4966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724umo2.html#TT190584"}

@article{bb195184,
        AUTHOR = "Li, D. and Liu, M.M. and Han, H. and Wang, J. and Wang, L.",
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Jogging: Based on an Interpretable GW-RF Hybrid Model",
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        TITLE = "Pretrained Mobility Transformer: A Foundation Model for Human
Mobility",
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        TITLE = "Deep Activity Model: A Generative Deep Learning Approach for Human
Mobility Pattern Synthesis",
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        MONTH = "June",
        PAGES = "6519-6536",
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@article{bb195187,
        AUTHOR = "Zhang, Y.X. and Liu, J. and Bonino, M.",
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@article{bb195188,
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Accessibility Elements and Urban Restorativeness Using Explainable
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@inproceedings{bb195192,
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