Life Pattern-Based Human Attribute Estimation Using Only GPS Data

Life Pattern-Based Human Attribute Estimation Using Only GPS Data

Analysis of large-scale GPS data enables the summarization and structuring of human mobility characteristics, providing insights into residents’ behavior patterns. However, existing methods analyze sequences of individual-derived stay labels, such as home or workplace, which do not accura...

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Bibliographic Details
Main Authors: Kazuyuki Shoji, Haru Terashima, Naoki Tamura, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Area modeling
human modeling
attribute estimation
life pattern clustering
GPS location data
urban computing
Online Access:https://ieeexplore.ieee.org/document/11091313/
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https://ieeexplore.ieee.org/document/11091313/

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