IoT and Engagement in the Ubiquitous Museum

被引:14
|
作者
Pierdicca, Roberto [1 ]
Marques-Pita, Manuel [2 ]
Paolanti, Marina [3 ]
Malinverni, Eva Savina [1 ]
机构
[1] Univ Politecn Marche Ancona, DICEA, I-60131 Ancona, Italy
[2] Univ Lusofona ULHT, CICANT, P-1700097 Lisbon, Portugal
[3] Univ Politecn Marche Ancona, DII, Dept Informat Engn, I-60131 Ancona, Italy
来源
SENSORS | 2019年 / 19卷 / 06期
关键词
IoT; space sensing; mobile sensors; museum visitor analysis; museum behaviour prediction; visitor attention; visitor engagement; BEHAVIOR; EXPERIENCE; MODELS;
D O I
10.3390/s19061387
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In increasingly hyper-connected societies, where individuals rely on short and fast online communications to consume information, museums face a significant survival challenge. Collaborations between scientists and museums suggest that the use of the technological framework known as Internet of Things (IoT) will be a key player in tackling this challenge. IoT can be used to gather and analyse visitor generated data, leading to data-driven insights that can fuel novel, adaptive and engaging museum experiences. We used an IoT implementationa sensor network installed in the physical space of a museumto look at how single visitors chose to enter and spend time in the different rooms of a curated exhibition. We collected a sparse, non-overlapping dataset of individual visits. Using various statistical analyses, we found that visitor attention span was very short. People visited five out of twenty rooms on average, and spent a median of two minutes in each room. However, the patterns of choice and time spent in rooms were not random. Indeed, they could be described in terms of a set of linearly separable visit patterns we obtained using principal component analysis. These results are encouraging for future interdisciplinary research that seeks to leverage IoT to get numerical proxies for people attention inside the museum, and use this information to fuel the next generation of possible museum interactions. Such interactions will based on rich, non-intrusive and diverse IoT driven conversation, dynamically tailored to visitors.
引用
收藏
页数:21
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