Consiglio Nazionale delle Ricerche

Tipo di prodottoContributo in volume
TitoloContext-Awareness in Location Based Services in the Big Data Era
Anno di pubblicazione2018
Formato
  • Elettronico
  • Cartaceo
Tipologia di contributo in volumeCapitolo
Autore/iGrifoni Patrizia, D'Ulizia Arianna, Ferri Fernando
Affiliazioni autoriCNR-IRPPS
Autori CNR e affiliazioni
  • PATRIZIA GRIFONI
  • FERNANDO FERRI
  • ARIANNA D'ULIZIA
Lingua/e
  • inglese
SintesiIntegrating contextual information into the process of location-based service delivering is an emerging trend towards more advanced techniques aiming at personalization and intelligence of location-based services in the big data era. This chapter provides a systematic review of current context-aware location-based service systems using big data by analysing the methodological and practical choices that their developers made during the main phases of the context awareness process (i.e. context acquisition, context representation, and context reasoning and adaptation). Specifically, the chapter analyses ten location-based services, developed over the five years 2010-2014, by focusing on (1) context categories, data sources and level of automation of the context acquisition, (2) context models applied for context representation, and (3) adaptation strategies and reasoning methodologies used for context reasoning and adaptation. For each of these steps, a set of research questions and evaluation criteria are extracted that we use to evaluate and compare the surveyed context-aware location-based services. The results of this comparison are used to outline challenges and opportunities for future research in this research field.
Lingua sintesieng
Altra sintesi-
Lingua altra sintesi-
Pagine da85
Pagine a127
Pagine totali43
Serie/Collana-
Titolo del volumeMobile Big Data
Numero volume della serie/collana10
Curatore/i del volumeGeorgios Skourletopoulos, George Mastorakis, Constandinos X. Mavromoustakis, Ciprian Dobre, Evangelos Pallis
ISBN978-3-319-67924-2
Edizione/Versione-
DOI10.1007/978-3-319-67925-9_5
Editore
  • Springer International Publishing AG, Berlin (Germania)
Verificato da refereeSì: Internazionale
Stato della pubblicazionePublished version
Indicizzazione (in banche dati controllate)
  • DBLP (Codice:GrifoniDF18)
Parole chiaveContext-Awareness, Location Based Services, Big Data
Link (URL, URI)https://link.springer.com/chapter/10.1007%2F978-3-319-67925-9_5
Titolo parallelo-
Licenza-
Scadenza embargo-
Note/Altre informazioni-
Strutture CNR
  • IRPPS — Istituto di ricerche sulla popolazione e le politiche sociali
Moduli/Attività/Sottoprogetti CNR
  • DUS.AD012.037.001 : Informatica Sociale e computazionale e technology assessment
Progetti Europei-
Allegati
Context-Awareness in Location Based Services in the Big Data Era (documento privato )
Descrizione: Capitolo Context-Awareness in Location Based Services in the Big Data Era
Tipo documento: application/pdf