CNR Institutional Research Information System

We present recent results on integrating private car GPS routines obtained by a Data Mining module. into the PETRA (PErsonal TRansport Advisor) platform. The routines are used as additional "bus lines", available to provide a ride to travelers. We present the effects of querying the planner with and without the routines, which show how Data Mining may help Smarter Cities applications.

Mobility Mining for Journey Planning in Rome

Guidotti R;Pratesi F
2015

Abstract

We present recent results on integrating private car GPS routines obtained by a Data Mining module. into the PETRA (PErsonal TRansport Advisor) platform. The routines are used as additional "bus lines", available to provide a ride to travelers. We present the effects of querying the planner with and without the routines, which show how Data Mining may help Smarter Cities applications.
2015
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Inglese
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference
9286
222
226
5
978-3-319-23460-1
http://link.springer.com/chapter/10.1007/978-3-319-23461-8_18
Sì, ma tipo non specificato
07-11/09/2015
Porto, Portugal
Journey planning
Carpooling
Individual mobility profile
ISBN Online: 978-3-319-23461-8 - Progetto Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems - Acronimo PETRA - Grant agreement 609042 - Tipo Progetto EU_FPP
2-s2.0-84984622308
WOS:000363667400021
2
restricted
Berlingerio M.; Bicer V.; Botea A.; Braghin S.; Lopes N.; Guidotti R.; Pratesi, F.
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
   Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems
   PETRA
   FP7
   609042
04.01 Contributo in Atti di convegno
File in questo prodotto:
File Dimensione Formato  
prod_346081-doc_108609.pdf

solo utenti autorizzati

Descrizione: Mobility Mining for Journey Planning in Rome
Tipologia: Versione Editoriale (PDF)
Dimensione 732.19 kB
Formato Adobe PDF
  Visualizza/Apri   Richiedi una copia
732.19 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

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/20.500.14243/310065
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 0
social impact