Concepedia

Location-based Analytics

Location-Based Analytics is a computational framework that integrates geographic location data with analytical methods to derive spatial patterns, relationships, and insights, distinguished by its explicit reliance on positional information as a primary dimension for analysis within the broader field of spatial data analytics.

147

Publications

7.4K

Citations

503

Authors

234

Institutions

Publications per year

2017–2026

72

Variants

Geospatial AnalyticsSpatial Analytics

Parents

Publications

147

Find me if you can

Lars Bäckström, Eric Sun, Cameron Marlow · 2010 · 712 citations

, , +15

Mining significant semantic locations from GPS data

Xin Cao, Gao Cong, Christian S. Jensen · Proceedings of the VLDB Endowment · 2010 · 326 citations

, , +14

That's What Friends Are For: Inferring Location in Online Social Media Platforms Based on Social Relationships

David Jurgens · Proceedings of the International AAAI Conference on Web and Social Media · 2021 · 229 citations · Full text

, , +12

P-DBSCAN

Slava Kisilevich, Florian Mansmann, Daniel A. Keim · 2010 · 211 citations

, , +15

Discovering personally meaningful places

Changqing Zhou, Dan Frankowski, Pamela Ludford et al. · ACM Transactions on Information Systems · 2007 · 210 citations

, , +13

1–5 of 147

Authors

503

  1. CM
    Cecilia Mascolo

    University of Cambridge, United Kingdom

    4 publications · 289 citations

    4

    h-index

  2. AN
    Anastasios Noulas

    University of Cambridge, United Kingdom

    4 publications · 289 citations

    4

    h-index

  3. HH
    Haosheng Huang

    University of Zurich, Switzerland

    3 publications · 183 citations

    3

    h-index

  4. AT
    Alan T. Murray

    The Ohio State University, United States

    3 publications · 94 citations

    3

    h-index

  5. YZ
    Yu Zheng

    Microsoft Research Asia (China), China

    3 publications · 181 citations

    3

    h-index

1–5 of 503

Institutions

234

  1. Microsoft Research Asia (China)

    Beijing, China

    4 h-index

    8 publications

    542 citations

  2. Wuhan University

    Wuhan, China

    4 h-index

    12 publications

    907 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    10 publications

    826 citations

  4. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    8 publications

    849 citations

  5. Shenzhen University

    Shenzhen, China

    4 h-index

    4 publications

    276 citations

  6. University of Macau

    Macao, Macao

    4 h-index

    10 publications

    186 citations

  7. University of Minnesota

    Minneapolis, United States

    3 h-index

    10 publications

    1.3K citations

  8. Aalborg University

    Aalborg, Denmark

    3 h-index

    6 publications

    140 citations

1–8 of 234

Venues

  1. Computers Environment and Urban Systems

    3 publications · 291 citations

    3

    h-index

  2. IEEE Communications Magazine

    3 publications · 57 citations

    3

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 435 citations

    3

    h-index

  4. Transactions in GIS

    3 publications · 162 citations

    3

    h-index

  5. arXiv (Cornell University)

    Repository · 3 publications · 65 citations

    3

    h-index

1–5