ArXiv TLDR

Exploring a Virtual Pet to Provide Context Notifications in a Tourism Recommender System: a Pilot Study

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2605.07960

Patrícia Alves, Joana Neto, Ana Barreiro, Jorge Lima, Fausto Alves + 3 more

cs.HC

TLDR

This paper explores using a virtual pet to deliver less intrusive context-aware notifications in tourism recommender systems, improving user acceptance.

Key contributions

  • Introduces a virtual pet as a social mediator for context-aware alerts in tourism RS.
  • Integrates real-time environmental data (air quality, noise, weather) and proximity-based notifications.
  • Generates personalized recommendations based on user personality traits and preferences.
  • Pilot study (n=11) suggests pets reduce intrusiveness and improve clarity of safety-critical info.

Why it matters

Real-time notifications in tourism RS often face user fatigue and intrusiveness. This research offers a novel solution by using a virtual pet to "soften" these alerts. It enhances transparency and acceptance of critical information, making travel decisions easier.

Original Abstract

While context-aware personalization has been widely explored in modern tourism Recommender Systems (RS), the delivery of real-time notifications remains a significant design challenge due to issues of intrusiveness and user fatigue. This paper presents a proof-of-concept for a tourism recommendation framework that utilizes a virtual pet as a social mediator for delivering context-aware alerts. The system integrates real-time environmental data - including air quality, noise levels, and weather forecasts - and proximity-based notifications with a Multi-Agent Microservice that generates personalized recommendations based on the user's personality traits and preferences. A within-subjects pilot study (n=11) was conducted to evaluate the feasibility and user acceptance of this pet-mediated approach. Participants interacted with two versions of the system - a baseline without contextual alerts and a version featuring pet-mediated notifications - over a four-week period (two weeks per version) in real-world scenarios. Quantitative and qualitative data were collected to assess engagement, perceived naturalness, notification utility, and acceptance. Preliminary results suggest that the virtual pet effectively can "soften" the perceived intrusiveness of system alerts, making safety-critical information feel more welcome and natural. Furthermore, the character-mediated justifications significantly improved the clarity of the notifications, effectively supporting users in their real-time travel decisions. These findings provide a foundation for using virtual pet companions to enhance the transparency and acceptance of context-aware communication in tourism RS.

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