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Analysing trajectories of mobile users: from data warehouses to recommender systems

Capitolo di libro
Data di Pubblicazione:
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.
Tipologia CRIS:
02.01 Contributo in volume (Capitolo o Saggio)
Keywords:
Mobility data; Trajectory analysis; Tour recommendation
Elenco autori:
Orlando, Salvatore; Raffaeta', Alessandra; Silvestri, Claudio; Renso, Chiara; Nardini, FRANCO MARIA; Perego, Raffaele
Autori di Ateneo:
NARDINI FRANCO MARIA
PEREGO RAFFAELE
RENSO CHIARA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/333425
Link al Full Text:
https://iris.cnr.it//retrieve/handle/20.500.14243/333425/113931/prod_381019-doc_136143.pdf
Titolo del libro:
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
Pubblicato in:
STUDIES IN BIG DATA
Series
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URL

https://link.springer.com/chapter/10.1007%2F978-3-319-61893-7_24
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