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Fig 1.

Conceptual framework of VSCI based on previous visitor studies.

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Fig 2.

Overview of research methods.

VSCI = visitor-based social contextual information; MET = mobile eye tracker.

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Fig 3.

The process of mobile guidance application with visitor-based social contextual information (VSCI).

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Table 1.

VSCI elements to which participants responded in the observation process.

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Table 1 Expand

Fig 4.

Experimental process for the three blocks.

VSCI represents “visitor-based social contextual information”.

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Table 2.

Results of the ratings of participants on the elements of visitor-based social contextual information.

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Table 2 Expand

Fig 5.

Results of k-means clustering through an online survey analysis.

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Fig 6.

Prototype of mobile guidance applications (two types of apps: With VSCI and without VSCI).

VSCI represents “visitor-based social contextual information”.

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Fig 6 Expand

Table 3.

Mean (and standard deviations) in exhibition appreciation divided by conditions.

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Table 3 Expand

Fig 7.

Box-and-whisker plots of the four conditions for visitor behavior (A to C) and satisfaction (D, E). The results of multiple comparison corrections by Tukey HSD between groups are presented (* denotes p<0.05; **, p<0.01, and ***, p<0.001). E1 = first exhibition, E2 = second exhibition, and VSCI = visitor-based social contextual information.

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Fig 8.

Ridge plot of visitor ratings for VSCI elements (drawn in the order of average scores [highest to lowest], depicted by the red lines).

VSCI represents “visitor-based social contextual information”.

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Fig 8 Expand