AHCI RESEARCH GROUP

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OUR RESEARCH

Scientific Publications

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2024

Vasic, I.; Fill, H. -G.; Quattrini, R.; Pierdicca, R.

LLM-Aided Museum Guide: Personalized Tours Based on User Preferences Proceedings Article

In: L.T., De Paolis; P., Arpaia; M., Sacco (Ed.): Lect. Notes Comput. Sci., pp. 249–262, Springer Science and Business Media Deutschland GmbH, 2024, ISBN: 03029743 (ISSN); 978-303171709-3 (ISBN).

Abstract | Links | BibTeX | Tags: Artificial intelligence techniques, Automated process, Cultural heritages, Extended reality, Language Model, Large language model, large language models, Modeling languages, Museum guide, User's preferences, Virtual environments, Virtual museum, Virtual museums, Virtual tour

@inproceedings{vasic_llm-aided_2024,

title = {LLM-Aided Museum Guide: Personalized Tours Based on User Preferences},

author = {I. Vasic and H. -G. Fill and R. Quattrini and R. Pierdicca},

editor = {De Paolis L.T. and Arpaia P. and Sacco M.},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205127699&doi=10.1007%2f978-3-031-71710-9_18&partnerID=40&md5=fba73e38a432e0749b8e79197ef85310},

doi = {10.1007/978-3-031-71710-9_18},

isbn = {03029743 (ISSN); 978-303171709-3 (ISBN)},

year  = {2024},

date = {2024-01-01},

booktitle = {Lect. Notes Comput. Sci.},

volume = {15029 LNCS},

pages = {249–262},

publisher = {Springer Science and Business Media Deutschland GmbH},

abstract = {The quick development of generative artificial intelligence (GenAI) techniques is a promising step toward automated processes in the field of cultural heritage (CH). The recent rise of powerful Large Language Models (LLMs) like ChatGPT has made them a commonly utilized tool for a wide range of tasks across various fields. In this paper, we introduce LLMs as a guide in the three-dimensional (3D) panoramic virtual tour of the Civic Art Gallery of Ascoli to enable visitors to express their interest and show them the requested content. The input to our algorithm is a user request in natural language. The processing tasks are performed with the OpenAI’s Generative Pre-trained Transformer (GPT) 4o model. Requests are handled through the OpenAI’s API. We demonstrate all the functionalities within a developed local web-based application. This novel approach is capable of solving the problem of generic guided tours in the museum and offers a solution for the more automatized and personalized ones. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.},

keywords = {Artificial intelligence techniques, Automated process, Cultural heritages, Extended reality, Language Model, Large language model, large language models, Modeling languages, Museum guide, User's preferences, Virtual environments, Virtual museum, Virtual museums, Virtual tour},

pubstate = {published},

tppubtype = {inproceedings}

}