TY - CHAP
T1 - Improving museum visitors' Quality of Experience through intelligent recommendations: A visiting style-based approach
AU - Lykourentzou, Ioanna
AU - Claude, Xavier
AU - Naudet, Yannick
AU - Tobias, Eric
AU - Antoniou, Angeliki
AU - Lepouras, George
AU - Vasilakis, Costas
PY - 2013
Y1 - 2013
N2 - This paper investigates the effect that smart routing and recommendations can have on improving the Quality of Experience of museum visitors. The novelty of our approach consists of taking into account not only user interests but also their visiting styles, as well as modeling the museum not as a sterile space but as a location where crowds meet and interact, impacting each visitor's Quality of Experience. The investigation is done by an empirical study on data gathered by a custom-made simulator tailored for the museum user routing problem. Results are promising and future potential and directions are discussed.
AB - This paper investigates the effect that smart routing and recommendations can have on improving the Quality of Experience of museum visitors. The novelty of our approach consists of taking into account not only user interests but also their visiting styles, as well as modeling the museum not as a sterile space but as a location where crowds meet and interact, impacting each visitor's Quality of Experience. The investigation is done by an empirical study on data gathered by a custom-made simulator tailored for the museum user routing problem. Results are promising and future potential and directions are discussed.
KW - Intelligent recommendations
KW - Quality of Experience
KW - agent-based modeling
KW - crowd simulation
KW - visiting styles
UR - http://www.ime.gr/fhw/index.php?lg=2
UR - https://www.mendeley.com/catalogue/15ba31f9-4dc9-31b8-abd4-473783d3a7f9/
U2 - 10.3233/978-1-61499-286-8-507
DO - 10.3233/978-1-61499-286-8-507
M3 - Chapter
SN - 9781614992868
T3 - 9th International Conference on Intelligent Environments
SP - 507
EP - 518
BT - 9th International Conference on Intelligent Environments
ER -