This chapter discusses a general framework for the analysis of trajectories of moving objects, designed around a Trajectory Data Warehouse (TDW). We argue that data warehouse technologies, combined with geographic visual analytics tools, can play an important role in granting very fast, accurate and understandable analysis of mobility data. We describe how in the last decade the TDW models have changed in order to provide the user with a more suitable model of the reality of interest and we also cope with the challenge of semantic trajectories. As a use case we illustrate how the framework can be instantiated for realizing a recommender system for tourists.
Analysing trajectories of mobile users: from data warehouses to recommender systems
Nardini FM;Orlando S;Perego R;Renso C;
2018
Abstract
This chapter discusses a general framework for the analysis of trajectories of moving objects, designed around a Trajectory Data Warehouse (TDW). We argue that data warehouse technologies, combined with geographic visual analytics tools, can play an important role in granting very fast, accurate and understandable analysis of mobility data. We describe how in the last decade the TDW models have changed in order to provide the user with a more suitable model of the reality of interest and we also cope with the challenge of semantic trajectories. As a use case we illustrate how the framework can be instantiated for realizing a recommender system for tourists.File | Dimensione | Formato | |
---|---|---|---|
prod_381019-doc_133035.pdf
solo utenti autorizzati
Descrizione: Analysing trajectories of mobile users: from data warehouses to recommender systems
Tipologia:
Versione Editoriale (PDF)
Dimensione
621.28 kB
Formato
Adobe PDF
|
621.28 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
prod_381019-doc_136143.pdf
accesso aperto
Descrizione: Analysing trajectories of mobile users: from data warehouses to recommender systems
Tipologia:
Versione Editoriale (PDF)
Dimensione
5.78 MB
Formato
Adobe PDF
|
5.78 MB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.