PoS - Proceedings of Science
Volume 458 - International Symposium on Grids & Clouds (ISGC) 2024 (ISGC2024) - Humanities, Arts, and Social Sciences (HASS) Applications
A Lexicon for Social Media-Based Cultural Heritage Information in Crisis Situations: A Proposal
E. Ronchieri*, A. Sopyryaeva, A. Alkhansa, A. Costantini and A. Bombini
Full text: pdf
Published on: October 29, 2024
Abstract
Social media can play a crucial role in disseminating information about cultural heritage if a proper lexicon is available and able to identify valuable data for the management of crises that are caused by either natural or human-induced disasters.
The lack of published studies concerning terminological resources for cultural heritage (neither generally, nor in the context of social media discussion) and the absence of a lexicon dedicated to detecting cultural heritage-related tweets on social media during crisis events have driven us to investigate such an area of research.

For such reason, we have undertaken the task of creating our lexicon that provides essential information, comprehends the domain, and facilitates further research in the field. The lexicon has been defined according to keywords that are commonly used on social media for a specific discussion, and are represented in a list of uni-gram and bi-gram terms from natural language processing solutions: e.g., culture or ancient site are keywords for cultural heritage discussion, while vandal or property damage are keywords for vandalism discussion. Furthermore, the defined lexicon can be representative of the domain but also accurately reflect the specific vocabulary commonly utilized within social media platforms, such as Twitter.

Developing a representative lexicon is an essential preliminary step in this study because we have to devise a method for identifying Twitter messages that are related to the field of cultural heritage management in crises. The raw datasets have been collected from January 1 to April 27, 2023, with the Twitter API, in the context of the 4CH project (European Competence Centre for the Conservation of Cultural Heritage) that aims at setting up the methodological, procedural, and organizational framework of a Competence Centre able to seamlessly work with a network of national, regional, and local cultural institutions.

Our dataset is extensive and originates from diverse time periods, events, and geographical locations. These distinct locations encompass various nations and institutions, each with its distinct interpretations and definitions of culture and its elements. Questions regarding the nature of culture and what constitutes heritage lack general clear answers on an international scope. Given this complexity, we have chosen to create a lexicon that provides the most general framework as possible, relying on the documents of The United Nations Educational, Scientific and Cultural Organization that include vocabularies close to those we intend to create for cultural heritage.
DOI: https://doi.org/10.22323/1.458.0009
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