This paper explores expressive representations of personal mobility data, focusing on both informational and user-centered design aspects. The goal is to enable users to access, understand, and gain awareness of their mobility behaviours, assuming that expressiveness is not inherently linked to system complexity. We propose a novel methodology for representing and analyzing mobility data using tree-shaped structures. Additionally, we introduce Treemob, a suite of Python-based tools designed to facilitate mobility analysis. The experiments conducted provide a foundation for further research, offering a flexible framework for exploiting different issues and contexts.

Treemob: expressive mobility data representation through tree-based structures

Cappuccio E.;Rinzivillo S.;Guidotti R.
2025

Abstract

This paper explores expressive representations of personal mobility data, focusing on both informational and user-centered design aspects. The goal is to enable users to access, understand, and gain awareness of their mobility behaviours, assuming that expressiveness is not inherently linked to system complexity. We propose a novel methodology for representing and analyzing mobility data using tree-shaped structures. Additionally, we introduce Treemob, a suite of Python-based tools designed to facilitate mobility analysis. The experiments conducted provide a foundation for further research, offering a flexible framework for exploiting different issues and contexts.
2025
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
978-3-031-86369-1
Individual Mobility Network
Mobility Data Analysis
Spatio-temporal data visualization
File in questo prodotto:
File Dimensione Formato  
Cappuccio-Rinzivillo et al_LCNIST 2025.pdf

solo utenti autorizzati

Descrizione: Treemob: Expressive Mobility Data Representation Through Tree-Based Structures
Tipologia: Versione Editoriale (PDF)
Licenza: NON PUBBLICO - Accesso privato/ristretto
Dimensione 1.19 MB
Formato Adobe PDF
1.19 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
Rinzivillo et al_TREEMOB_postprint.pdf

Open Access dal 04/04/2026

Descrizione: Treemob: Expressive Mobility Data Representation Through Tree-Based Structures
Tipologia: Documento in Post-print
Licenza: Altro tipo di licenza
Dimensione 1.33 MB
Formato Adobe PDF
1.33 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/563601
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact