The valorization and promotion of worldwide Cultural Heritage by the adoption of Information and Communication Technologies represent nowadays some of the most important research issues with a large variety of potential applications. This challenge is particularly perceived in the Italian scenario, where the artistic patrimony is one of the most diverse and rich of the world, able to attract millions of visitors every year to monuments, archaeological sites and museums. In this paper, we present a general recommendation framework able to uniformly manage heterogeneous multimedia data coming from several web repositories and to provide context-aware recommendation techniques supporting intelligent multimedia services for the users—i.e. dynamic visiting paths for a given environment. Specific applications of our system within the cultural heritage domain are proposed by means of real case studies in the mobile environment related both to an outdoor and indoor scenario, together with some results on user’s satisfaction and system accuracy.

Recommending multimedia visiting paths in cultural heritage applications

PENSA, Ruggero Gaetano;PENTA, ANTONIO;SAPINO, Maria Luisa
2016-01-01

Abstract

The valorization and promotion of worldwide Cultural Heritage by the adoption of Information and Communication Technologies represent nowadays some of the most important research issues with a large variety of potential applications. This challenge is particularly perceived in the Italian scenario, where the artistic patrimony is one of the most diverse and rich of the world, able to attract millions of visitors every year to monuments, archaeological sites and museums. In this paper, we present a general recommendation framework able to uniformly manage heterogeneous multimedia data coming from several web repositories and to provide context-aware recommendation techniques supporting intelligent multimedia services for the users—i.e. dynamic visiting paths for a given environment. Specific applications of our system within the cultural heritage domain are proposed by means of real case studies in the mobile environment related both to an outdoor and indoor scenario, together with some results on user’s satisfaction and system accuracy.
2016
75
7
3813
3842
http://link.springer.com/article/10.1007/s11042-014-2062-7
cultural heritage; multimedia databases; recommender systems; context awareness
I. Bartolini; V. Moscato; R.G. Pensa; A. Penta; A. Picariello; C. Sansone; M.L. Sapino
File in questo prodotto:
File Dimensione Formato  
bartolini_et_al_MTAP_SI.pdf

Accesso riservato

Tipo di file: POSTPRINT (VERSIONE FINALE DELL’AUTORE)
Dimensione 988.6 kB
Formato Adobe PDF
988.6 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
bartolini_et_al_MTAP_SI_4aperto_1324729.pdf

Open Access dal 31/05/2015

Tipo di file: POSTPRINT (VERSIONE FINALE DELL’AUTORE)
Dimensione 1 MB
Formato Adobe PDF
1 MB Adobe PDF Visualizza/Apri
mtap2016_printed.pdf

Accesso riservato

Descrizione: Versione stampata
Tipo di file: PDF EDITORIALE
Dimensione 1.58 MB
Formato Adobe PDF
1.58 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
mtap2014_draft_4aperto.pdf

Accesso aperto

Tipo di file: PREPRINT (PRIMA BOZZA)
Dimensione 1.11 MB
Formato Adobe PDF
1.11 MB Adobe PDF Visualizza/Apri

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/2318/144150
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 67
  • ???jsp.display-item.citation.isi??? 42
social impact