Unsupervised Creation of Semantic Graphs to Navigate Intangible Cultural Heritage Using Transformers
Unsupervised Creation of Semantic Graphs to Navigate Intangible Cultural Heritage Using Transformers
Author(s): Maria Teresa Artese, Isabella GagliardiSubject(s): Library and Information Science, Information Architecture, Library operations and management, Electronic information storage and retrieval
Published by: Институт по математика и информатика - Българска академия на науките
Keywords: Semantic Graph; QueryLab Intangible Cultural Heritage Portal; Clustering; Data Visualization; Bert-like Transformers
Summary/Abstract: The success of cultural heritage archives depends on their ease of use and navigation. A simple and intuitive user interface can improve accessibility and inclusiveness. This paper presents a new approach to create semantic graphs from archive contents. The resulting graphical representation allows users to explore and navigate the data in new and intuitive ways.
Journal: Digital Presentation and Preservation of Cultural and Scientific Heritage
- Issue Year: 2023
- Issue No: XIII
- Page Range: 137-148
- Page Count: 12
- Language: English