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ATA Workshop

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Nov 5, 2010. ATA/CAAR Workshop on Intelligent Transport Systems, ELASIS Research Centre, Pomigliano D'Arco, Naples

Nov 5, 2010. ATA/CAAR Workshop on Intelligent Transport Systems, ELASIS Research Centre, Pomigliano D'Arco, Naples

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  • 1. Personalisation in Intelligent Transport Systems: The Prosumer Approach Neal Lathia, Licia Capra Dept of Computer Science University College London Pomigliano D'Arco – ATA Workshop November 5, 2010
  • 2. three themes / tre temi 1. intelligent transport systems / sistemi di transporto intelligenti 2. personalisation / personalizzazione 3. prosumers / i prosumer
  • 3. 1. transport systems / sistemi di trasporto
  • 4. 1. intelligent / intelligenti
  • 5. information / l'informazione ● can help people travel / può aiutare chi viaggia ● encourages public transport usage / stimola l'uso dei mezzi publici mobile apps / applicazioni
  • 6. answered questions / domande già risposte how to travel from A to B? / come andare da A a B? what disruptions are there? / quali servizi non sono disponibili? how long does it take to travel? / quanto durerà il viaggio? what is there to see near my destination? / cosa c'e' vicino alla mia destinazione?
  • 7. individual preferences and differences are not accounted for / preferenze e differenze tra gli individui non sono prese in considerazione 2. personalisation / personalizzazione
  • 8. personalisation on the internet / personalizzazione in internet web services adapt to what you are interested in: news, music, movies, advertisements, e-commerce catalogues, search results / i servizi web si adattano ai tuoi interessi: notizie, musica, film, pubblicità, prodotti varie, risultati di ricerche recommender systems / sistemi di raccomandazione
  • 9. recommender system / sistemi di raccomandazione collaborative filtering / filtraggio collaborativo matrix / matrice prediction / predizioni
  • 10. recommender system / sistemi di raccomandazione applied to transport systems? / applicata ai sistemi di trasporto? we don't have traveller preferences / non abbiamo le preferenze dei viaggiatori 3. prosumers / i prosumer
  • 11. produce/consume what are “prosumers?” / cosa sono i “prosumer?”
  • 12. prosume what are “prosumers?” / cosa sono i “prosumer?” users who create useful data while using the system / utenti che creano dati utili mentre usano il sistema
  • 13. prosume implicit prosuming / prosuming implicito where, how, when, how often I travel / dove, quando, come, quanto spesso viaggio
  • 14. x 600,000 when do londoners travel? / quando viaggiano i londinesi? everyone is the same? / tutti sono uguali?
  • 15. x 600,000 clustering / ...
  • 16. x 600,000 clustering / ... different travelling habits / abitudini diversi
  • 17. x 600,000 clustering / ... different travelling habits / abitudini diversi
  • 18. automated notifications / aggiornamento automatico
  • 19. Mining Public Transport for Personalised Intelligent Transport Systems IEEE International Conference on Data Mining, Sydney, December 2010
  • 20. Recommending Social Events with Mobile Phone Location Data IEEE International Conference on Data Mining, Sydney, December 2010
  • 21. privacy?
  • 22. Personalisation in Intelligent Transport Systems: The Prosumer Approach Neal Lathia, Licia Capra Dept of Computer Science University College London Pomigliano D'Arco – ATA Workshop November 5, 2010