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A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years pp 407–421Cite as

Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems

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Part of the book series: Studies in Big Data ((SBD,volume 31))

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.

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Notes

  1. 1.

    E.g., the beautiful marble statues in the Loggia dei Lanzi in Florence are only a few meters far one from each other but have a distinct dedicated page in Wikipedia.

  2. 2.

    http://www.flickr.com/services/api/flickr.photos.search.html.

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Author information

Authors and Affiliations

  1. ISTI-CNR, Pisa, Italy

    Franco Maria Nardini, Salvatore Orlando, Raffaele Perego & Chiara Renso

  2. DAIS - Università Ca’ Foscari Venezia, Venezia, Italy

    Salvatore Orlando, Alessandra Raffaetà & Claudio Silvestri

Authors
  1. Franco Maria Nardini
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  2. Salvatore Orlando
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  3. Raffaele Perego
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  4. Alessandra Raffaetà
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  5. Chiara Renso
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  6. Claudio Silvestri
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Corresponding author

Correspondence to Salvatore Orlando .

Editor information

Editors and Affiliations

  1. University of Calabria, Rende, Italy

    Sergio Flesca

  2. University of Calabria, Rende, Italy

    Sergio Greco

  3. ICAR-CNR, Rende, Italy

    Elio Masciari

  4. University of Calabria, Rende, Italy

    Domenico Saccà

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Nardini, F.M., Orlando, S., Perego, R., Raffaetà, A., Renso, C., Silvestri, C. (2018). Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems. In: Flesca, S., Greco, S., Masciari, E., Saccà, D. (eds) A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years. Studies in Big Data, vol 31. Springer, Cham. https://doi.org/10.1007/978-3-319-61893-7_24

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  • DOI: https://doi.org/10.1007/978-3-319-61893-7_24

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-61892-0

  • Online ISBN: 978-3-319-61893-7

  • eBook Packages: EngineeringEngineering (R0)

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