Unleashing Personalized Museum Experiences: Insights from Comparative Structured Observation of Museo* design alternatives

Paper Title

Unleashing Personalized Museum Experiences: Insights from Comparative Structured Observation of Museo* design alternatives

Publication Info

• Topic area: Personalized museum visit design using interactive tools.
• Keywords: Personalized visits, museum experience design, tangible user interface (TUI), graphical user interface (GUI), cultural mediation, visitor profiles, creativity support, comparative structured observation.

Background and Problem

• Problem / challenge: Existing museum personalization tools often fail to account for diverse visitor profiles, group dynamics, and the creative needs of museum professionals. Automated solutions lack flexibility and are perceived as impersonal.
• Significance: Personalized visits can increase visitor engagement, learning, and return rates, which are critical for museum sustainability and cultural impact.
• Motivation and related work: Previous research has focused on individual visitor modeling and automated content generation but has largely ignored group dynamics and the role of museum professionals in creating personalized experiences. Tangible interfaces have been underexplored in professional contexts, particularly for museum staff.

Solution

• Proposed approach: Museo*, a modular interface concept for creating personalized museum visits, instantiated as two prototypes: MuseoTUI (tangible user interface) and MuseoGUI (graphical user interface).
• Novelty:
  1. Introduction of a modular system supporting multi-criteria visitor profiles.
  2. Comparative evaluation of tangible and graphical interfaces for professional use.
  3. Identification of design implications for tools supporting creativity, reflection, and collaboration in cultural mediation.
  4. Application of tangible interfaces to professional museum contexts, extending their use beyond visitor-facing applications.
• Procedure and key techniques:
  1. Conducted participatory design with museum professionals to identify key visitor characteristics (e.g., group size, age, time, accessibility needs, mood, expertise).
  2. Developed two prototypes (MuseoTUI and MuseoGUI) to support the creation of personalized pathways.
  3. Evaluated the prototypes using Comparative Structured Observation, analyzing qualitative and quantitative data from eight museum professionals.

Results

• Concrete findings:
  • MuseoTUI supported empathy, reflection, creativity, and collaboration better than MuseoGUI.
  • MuseoGUI was perceived as more efficient and professional, with faster task completion.
  • Both prototypes achieved high comprehension rates (94% overall; 99% for GUI, 89% for TUI).
  • Tangible manipulation (MuseoTUI) fostered deeper projection into visitor profiles and epistemic actions.
• Advantage over baselines: Museo* addressed gaps in existing tools by enabling systematic exploration of visitor profiles and supporting diverse design strategies, including iterative and combinatorial approaches.
• Experiments / evaluation:
  • Participants: Eight museum professionals from four institutions.
  • Tasks: Familiarization, comprehension, directed manipulation, free manipulation, and user feedback.
  • Metrics: Efficiency (task time), effectiveness (error rates), user satisfaction (UEQ), and qualitative feedback.
• Limitations and future work:
  • Limited sample size and potential novelty bias in favor of MuseoTUI.
  • Differences in prototype fidelity (e.g., physical token insertion issues in MuseoTUI).
  • Future work includes scaling to larger institutions, hybrid interfaces, AI integration for automated suggestions, and collaborative scenario evaluations.

Summary

This paper introduces Museo*, a modular system for creating personalized museum visits, instantiated as MuseoTUI (tangible interface) and MuseoGUI (graphical interface). Through participatory design and comparative structured observation, the study demonstrates that MuseoTUI excels in fostering empathy, reflection, creativity, and collaboration, while MuseoGUI emphasizes efficiency. Both prototypes effectively support museum professionals in designing visitor pathways tailored to diverse profiles. The findings provide actionable design implications for tools in cultural mediation and highlight the potential of tangible interfaces in professional applications, with broader applicability to other domains requiring personalized experiences.