Personalized Generative Storytelling with AI-Visual Illustrations for the Promotion of Knowledge in Cultural Heritage Tourism

This paper presents a mobile application that exploits interactive narrative storytelling through GPT-4 and a custom image generative pipeline to improve cultural tourism experiences. The application helps tourists visiting cities to program and personalize cultural city tours creating stories with the user as the protagonist. The app guides the users to choose Point-Of-Interests (POIs) and narrative genres of the narrative while the image generation pipeline provides them with visual and coherent representations of their actions in the story contributing to a more immersive and personalized experience. Technical challenges include producing coherent stories and real-time and quality images, maintaining visual composition and person identity, including multiple concepts, through prompt engineering. We validate the effectiveness of the application and the image generative pipeline through users studies which evaluate the educational potential of our approach.

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Publication Details

Published
2024-10-08
DOI
https://doi.org/10.1145/3689094.3689465
Citations
8
Primary Topic
Video Analysis and Summarization
Type
article
Field-Weighted Citation Impact
1.99
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article

Personalized Generative Storytelling with AI-Visual Illustrations for the Promotion of Knowledge in Cultural Heritage Tourism

Giuseppe Becchi, Andrea Ferracani, Pietro Pala, Marco Bertini et al.
8 citations
Video Analysis and Summarization
1.99
article

Personalized Generative Storytelling with AI-Visual Illustrations for the Promotion of Knowledge in Cultural Heritage Tourism

Giuseppe Becchi, Andrea Ferracani, Pietro Pala, Marco Bertini, Filippo Principi, Gabriele Nannotti
article en
8 citations

Abstract

This paper presents a mobile application that exploits interactive narrative storytelling through GPT-4 and a custom image generative pipeline to improve cultural tourism experiences. The application helps tourists visiting cities to program and personalize cultural city tours creating stories with the user as the protagonist. The app guides the users to choose Point-Of-Interests (POIs) and narrative genres of the narrative while the image generation pipeline provides them with visual and coherent representations of their actions in the story contributing to a more immersive and personalized experience. Technical challenges include producing coherent stories and real-time and quality images, maintaining visual composition and person identity, including multiple concepts, through prompt engineering. We validate the effectiveness of the application and the image generative pipeline through users studies which evaluate the educational potential of our approach.

University of Florence (IT)
Sustainable cities and communities
Openalex Percentile: Top 12%
Video Analysis and Summarization
1.99
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