Abstract
A smart system for a cultural exhibition, generally, has the ability to infer interests of users and to track the propagation of the information into the event. We are interested in analysing and studying the visiting styles of users in a real cultural heritage exhibition, named The Beauty or the Truth. Starting from data that was collected during this exhibition, the interaction between visitors and artworks and the influences of the available technology on their behaviours are studied. Finally, we analyse how the tuning of some parameters on a classification strategy influences the users’ visiting styles. The obtained results have revealed interesting issues also to understand hidden aspects in the data and unattended in the analysis.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
References
Amato, F., Chianese, A., Mazzeo, A., Moscato, V., Picariello, A., Piccialli, F.: The talking museum project. Procedia Comput. Sci. 21, 114–121 (2013)
Chianese, A., Marulli, F., Moscato, V., Piccialli, F.: Smartweet: a location-based smart application for exhibits and museums. Signal-Image Technol. Internet-Based Syst. (SITIS) 2013, 408–415 (2013)
Chianese, A., Piccialli, F., Riccio, G.: Designing a smart multisensor framework based on beaglebone black board. Comput. Sci. Appl. 330, 391–397 (2015)
Chianese, A., Piccialli, F., Valente, I.: Smart environments and cultural heritage: a novel approach to create intelligent cultural spaces 9, 209–234 (2015)
Cuomo, S., De Michele, P., Galletti, A., Pane, F., Ponti, G.: Visitor dynamics in a cultural heritage scenario. In: DATA 2015—Proceedings of 4th International Conference on Data Management Technologies and Applications, pp. 337–343. Colmar, Alsace, France, 20–22 July 2015
Cuomo, S., De Michele, P., Galletti, A., Piccialli, F.: A cultural heritage case study of visitor experiences shared on a social network. In: 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015, pp. 539–544. Krakow, Poland, 4–6 Nov 2015
Cuomo, S., De Michele, P., Galletti, A., Ponti, G.: A biologically inspired model for analyzing behaviours in social network community and cultural heritage scenario. In: Tenth International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2014, pp. 485–492. Marrakech, Morocco, 23–27 Nov 2014
Cuomo, S., De Michele, P., Galletti, A., Ponti, G.: Visiting styles in an art exhibition supported by a digital fruition system. In: Eleventh International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015. Bangkok, Thailand, 23–27 Nov 2015
Cuomo, S., De Michele, P., Ponti, G., Posteraro, M.R.: A clustering-based approach for a finest biological model generation describing visitor behaviours in a cultural heritage scenario. In: DATA 2014—Proceedings of 3rd International Conference on Data Management Technologies and Applications, pp. 427–433. Vienna, Austria, 29–31 Aug 2014
Cuomo, S., De Michele, P., Ponti, G., Posteraro, M.R.: Data management technologies and applications. In: Third International Conference, DATA 2014. Vienna, Austria, 29–31 Aug 2014. Validation Approaches for a Biological Model Generation Describing Visitor Behaviours in a Cultural Heritage Scenario, pp. 154–168. Springer International Publishing, Cham (2015)
Cuomo, S., De Michele, P., Posteraro, M.R.: A biologically inspired model for describing the user behaviors in a cultural heritage environment. In: 22nd Italian Symposium on Advanced Database Systems, SEBD 2014, pp. 292–302. Sorrento Coast, Italy, 16–18 June 2014
Jain, A., Dubes, R.: Algorithms for Clustering Data. Prentice-Hall (1988)
Zancanaro, M., Kuflik, T., Boger, Z., Goren-Bar, D., Goldwasser, D.: Analyzing museum visitors’ behavior patterns. User Modeling 2007. Lecture Note in Computer Science 4511, 238–246 (2007)
Acknowledgments
Authors thank DATABENC, a High Technology District for Cultural Heritage management of Regione Campania (Italy) and the CHIS project that has financial supported this work.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Cuomo, S., De Michele, P., Galletti, A., Ponti, G. (2016). Influence of Some Parameters on Visiting Style Classification in a Cultural Heritage Case Study. In: Pietro, G., Gallo, L., Howlett, R., Jain, L. (eds) Intelligent Interactive Multimedia Systems and Services 2016. Smart Innovation, Systems and Technologies, vol 55. Springer, Cham. https://doi.org/10.1007/978-3-319-39345-2_50
Download citation
DOI: https://doi.org/10.1007/978-3-319-39345-2_50
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-39344-5
Online ISBN: 978-3-319-39345-2
eBook Packages: EngineeringEngineering (R0)