Concepedia

Location Prediction

Location Prediction is a spatial data mining task that involves determining the most probable future position of a moving entity based on historical spatial–temporal trajectories and contextual factors, distinguishing it from other predictive tasks by its focus on geographic coordinates as the primary output.

621

Publications

33.7K

Citations

1.9K

Authors

724

Institutions

Publications per year

2017–2026

287

Parents

Publications

621

Using GPS to learn significant locations and predict movement across multiple users

Daniel Ashbrook, Thad Starner · Personal and Ubiquitous Computing · 2003 · 1.1K citations

, , +16

Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts

Qiang Liu, Shu Wu, Liang Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 968 citations · Full text

, , +16

Is object localization for free? - Weakly-supervised learning with convolutional neural networks

Maxime Oquab, Léon Bottou, Ivan Laptev et al. · 2015 · 922 citations

, , +15

Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks

Tong Liu, Paramvir Bahl, Imrich Chlamtac · IEEE Journal on Selected Areas in Communications · 1998 · 559 citations

, , +16

WhereNext

Anna Monreale, Fabio Pinelli, Roberto Trasarti et al. · 2009 · 546 citations

, , +16

1–5 of 621

Authors

1.9K

  1. SH
    Stathes Hadjiefthymiades

    National and Kapodistrian University of Athens, Greece

    7 publications · 241 citations

    7

    h-index

  2. CA
    Christos Anagnostopoulos

    University of Glasgow, United Kingdom

    7 publications · 241 citations

    7

    h-index

  3. SK
    Sajal K. Das

    The University of Texas at Arlington, United States

    6 publications · 391 citations

    6

    h-index

  4. JK
    John Krumm

    Microsoft (United States), United States

    6 publications · 334 citations

    6

    h-index

  5. XX
    Xing Xie

    Microsoft Research Asia (China), China

    5 publications · 337 citations

    5

    h-index

1–5 of 1.9K

Institutions

724

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    13 h-index

    28 publications

    3.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    41 publications

    6K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    12 h-index

    33 publications

    1.4K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    34 publications

    2K citations

  5. University of Science and Technology of China

    Hefei, China

    10 h-index

    17 publications

    1.1K citations

  6. Microsoft (United States)

    Redmond, United States

    9 h-index

    19 publications

    1.6K citations

  7. Arizona State University

    Tempe, United States

    9 h-index

    23 publications

    2.2K citations

  8. National and Kapodistrian University of Athens

    Athens, Greece

    8 h-index

    25 publications

    816 citations

1–8 of 724

Venues

  1. IEEE Access

    13 publications · 809 citations

    13

    h-index

  2. arXiv (Cornell University)

    Repository · 13 publications · 290 citations

    12

    h-index

  3. Sensors

    9 publications · 220 citations

    10

    h-index

  4. IEEE Transactions on Mobile Computing

    TMCCI · 10 publications · 854 citations

    10

    h-index

  5. ACM Transactions on Intelligent Systems and Technology

    TIST · 9 publications · 659 citations

    9

    h-index

1–5