Concepedia

Geospatial Text Classification

Geospatial Text Classification is a computational method within Geospatial Natural Language Processing that categorizes textual data into predefined classes based on the spatial characteristics and geographic context of the information extracted from the text.

38

Publications

1.8K

Citations

137

Authors

62

Institutions

Publications per year

2017–2026

19

Parents

Publications

38

Text-Based Twitter User Geolocation Prediction

Bo Han, Paul Cook, Tim Baldwin · Journal of Artificial Intelligence Research · 2014 · 309 citations · Full text

, , +17

The geography of Twitter topics in London

Guy Lansley, Paul Longley · Computers Environment and Urban Systems · 2016 · 208 citations · Full text

, , +17

Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter

Abeed Sarker, Graciela Gonzalez‐Hernandez, Yucheng Ruan et al. · JAMA Network Open · 2019 · 115 citations · Full text

, , +17

Geocoding location expressions in Twitter messages: A preference learning method

Judith Gelernter, Wei Zhang · Journal of Spatial Information Science · 2014 · 105 citations · Full text

, , +17

Hierarchical Discriminative Classification for Text-Based Geolocation

Benjamin Wing, Jason Baldridge · 2014 · 103 citations

, , +16

1–5 of 38

Authors

137

  1. RS
    Ross S. Purves

    University of Zurich, Switzerland

    2 publications · 59 citations

    2

    h-index

  2. XX
    Xiao Xiang Zhu

    Technical University of Munich, Germany

    2 publications · 55 citations

    2

    h-index

  3. MH
    Matthias Häberle

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    2 publications · 55 citations

    2

    h-index

  4. SC
    Stefano Cirillo

    University of Salerno, Italy

    1 publications · 54 citations

    1

    h-index

  5. AV
    A. Vamsi Subhash

    1 publications · 13 citations

    1

    h-index

1–5 of 137

Institutions

62

  1. Technical University of Munich

    Munich, Germany

    2 h-index

    5 publications

    140 citations

  2. The University of Melbourne

    Melbourne, Australia

    2 h-index

    5 publications

    1K citations

  3. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    2 h-index

    4 publications

    110 citations

  4. University of Zurich

    Zurich, Switzerland

    2 h-index

    3 publications

    69 citations

  5. Telkom University

    Bandung, Indonesia

    2 h-index

    6 publications

    136 citations

  6. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    2 publications

    73 citations

  7. Emory University

    Atlanta, United States

    1 h-index

    1 publications

    115 citations

  8. Stanford University

    Stanford, United States

    1 h-index

    4 publications

    64 citations

1–8 of 62

Venues

  1. IEEE Access

    3 publications · 119 citations

    3

    h-index

  2. Transactions in GIS

    2 publications · 37 citations

    2

    h-index

  3. 2

    h-index

  4. International Conference on Computational Linguistics

    Conference · 2 publications · 65 citations

    2

    h-index

  5. Computers Environment and Urban Systems

    2 publications · 224 citations

    2

    h-index

1–5