Arianna Traviglia
Dados Biográficos
| ID | 101460 |
|---|---|
| NOME | Arianna Traviglia |
| PRENOMES | Arianna |
| SOBRENOME | Traviglia |
| ASSINATURA | TRAVIGLIA A |
| AFILIAÇÕES | Italian Institute of Technology |
| ORCID | 0000-0002-4508-1540 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 15 |
| TOTAL DE CITAÇÕES | 17 |
| TOTAL COMO AUTOR | 15 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2009 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2026 |
| ÍNDICE H | 2 |
Time-efficient methods for reproducing archaeological bronze patinas
The reproduction of corrosion patina s observed on copper-based archaeological artefacts is a valuable methodological approach in conservation research, as it allows the systematic study of corrosion processes, material stability, and the efficacy of conservation interventions under controlled conditions. Such reproduction remains challenging due to the complex, multicomponent nature of burial-induced corrosion systems and the extended timescales…
Integration of Hyperspectral Imaging and Robotics
This paper pioneers the integration of hyperspectral imaging and robotics for the automated analysis of cultural heritage, representing a measurable advancement over existing manually operated systems. For the first time in the cultural heritage domain, a compact push-broom hyperspectral camera working in the VNIR range has been successfully mounted on a robotic arm, enabling precise and repeatable acquisition trajectories without the need for ma…
Overcoming data siloes in cultural heritage crime research
The current landscape for provenance researchers, cultural heritage crime analysts, and law enforcement working in the culture sector is characterised by the siloing of data across dozens of databases, resulting in fragmented and incomplete resources that must be manually correlated and validated to provide insights into cultural heritage crime. The European Union-funded Research, Intelligence, and Technology for Heritage and Market Security (RIT…
Tracing the origin of Roman mosaic tiles in Aquileia
This research represents the most extensive characterisation of Roman mosaic tesserae (tiles) from Aquileia, Italy, to date, examining 153 specimens. The study aimed to identify the lithotypes used in mosaics production through a multi‐analytical approach, which included colorimetric analysis, polarised light microscopy and scanning electron microscopy. The results showcase a variety of materials, particularly limestone sourced from the Italian a…
Bridging Historical, Archaeological and Criminal Networks
In recent decades, historians and archaeologists have gradually recognized that network science provides valuable conceptual, theoretical, and computational tools for investigating historical events and gaining deeper insights into the connections between the subjects under investigation.In their studies, they have examined different sources and datasets from various network perspectives, and applied a variety of analytical methods and concepts t…
AIKoGAM
The longstanding illicit trafficking of archaeological artefacts has persistently presented a global issue, posing a substantial threat to cultural heritage. This paper introduces an innovative automated system that utilises Natural Language Processing (NLP), Machine Learning (ML), and Social Network Analysis (SNA) to construct a Knowledge Graph for antiquities. The objective is to offer insights into the provenance of artefacts and identify pote…
X-ray computed microtomography
This study utilises X-ray Computed Micro-Tomography (μXCT) as a non-destructive and non-invasive method to recover the original surface features and reveal the characteristics of encrusted, illegible Roman copper-based coins before any physical cleaning process is performed. The coins were retrieved from the topsoil during an archaeological survey in the countryside of the ancient city of Aquileia, Italy, and were severely degraded, covered with …
Consolidation and coating treatments for glass in the cultural heritage field
Consolidation and coating treatments are two types of interventions that form part of the active conservation actions developed for historical and archaeological glass over the years. While thermoplastic and thermosetting resins are widely adopted by conservators worldwide, issues related to the toxicity and the material compatibility of these products remains unsolved. To address these issues, efforts have been made to develop new formulations t…
Integrated Imaging and Spectroscopic Analysis of Painted Fresco Surfaces Using Terahertz Time-Domain Technique
Terahertz time-domain (THz-TD) imaging plays an increasingly significant role in the study of solid-state materials by enabling the simultaneous extraction of spectroscopic composition and surface topography in the far-infrared region (3–300 cm−1). However, when applied to works of art in reflection configuration, significant challenges arise, including weak signal intensity, multiple signal losses, and surface distortion. This study proposes a p…
Insights into the secondary glass production in Roman Aquileia
A set of 29 glass shards, selected from numerous ones recovered in 2017 in Aquileia (NE Italy), was studied to provide evidence of local glass production for that specific area in antiquity. These shards can be dated between the 1st and the 4th century AD. The chemical composition of glass samples was obtained using laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS) that enables to quantify the concentration of major, minor, …
Electrochemical relative dating of Roman leaded-bronze coins from plough-soil
Stolen Heritage Multidisciplinary Perspectives on Illicit Trafficking of Cultural Heritage in the EU and the Mena Region
In the last decade, we have witnessed the alarming growth of international criminal networks involved in the illicit trade of cultural goods. Ransacking, thefts, clandestine exports and disputable transactions do not affect only the countries rich in artistic and archaeological assets: these are border-crossing crimes that while starting off in given countries, often expand to many others.This volume featuring papers authored by international exp…
Machine Learning for Cultural Heritage
The application of Machine Learning (ML) to Cultural Heritage (CH) has evolved since basic statistical approaches such as Linear Regression to complex Deep Learning models. The question remains how much of this actively improves on the underlying algorithm versus using it within a ‘black box’ setting. We survey across ML and CH literature to identify the theoretical changes which contribute to the algorithm and in turn them suitable for CH applic…
Remote sensing applications and archaeological research in the Northern Lagoon of Venice
The changing landscape of Constanciacus
« Costanziaco Project » is an interdisciplinary, multi-period archaeological project focused on the study of an ancient settlement in the Northern Lagoon of Venice, known in Medieval and later documentary sources as Costanciacus (Cottica et al., 2008). The project has been promoted by the Department of Antiquity and the Near East of the University of Venice and by the Superintendence for the Archaeological Heritage in the Veneto region. In Antiqu…
Remote sensing applications and archaeological research in the Northern Lagoon of Venice
X-ray computed microtomography
This study utilises X-ray Computed Micro-Tomography (μXCT) as a non-destructive and non-invasive method to recover the original surface features and reveal the characteristics of encrusted, illegible Roman copper-based coins before any physical cleaning process is performed. The coins were retrieved from the topsoil during an archaeological survey in the countryside of the ancient city of Aquileia, Italy, and were severely degraded, covered with …
Overcoming data siloes in cultural heritage crime research
The current landscape for provenance researchers, cultural heritage crime analysts, and law enforcement working in the culture sector is characterised by the siloing of data across dozens of databases, resulting in fragmented and incomplete resources that must be manually correlated and validated to provide insights into cultural heritage crime. The European Union-funded Research, Intelligence, and Technology for Heritage and Market Security (RIT…
Insights into the secondary glass production in Roman Aquileia
A set of 29 glass shards, selected from numerous ones recovered in 2017 in Aquileia (NE Italy), was studied to provide evidence of local glass production for that specific area in antiquity. These shards can be dated between the 1st and the 4th century AD. The chemical composition of glass samples was obtained using laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS) that enables to quantify the concentration of major, minor, …
The changing landscape of Constanciacus
« Costanziaco Project » is an interdisciplinary, multi-period archaeological project focused on the study of an ancient settlement in the Northern Lagoon of Venice, known in Medieval and later documentary sources as Costanciacus (Cottica et al., 2008). The project has been promoted by the Department of Antiquity and the Near East of the University of Venice and by the Superintendence for the Archaeological Heritage in the Veneto region. In Antiqu…
Remote sensing applications and archaeological research in the Northern Lagoon of Venice
Machine Learning for Cultural Heritage
The application of Machine Learning (ML) to Cultural Heritage (CH) has evolved since basic statistical approaches such as Linear Regression to complex Deep Learning models. The question remains how much of this actively improves on the underlying algorithm versus using it within a ‘black box’ setting. We survey across ML and CH literature to identify the theoretical changes which contribute to the algorithm and in turn them suitable for CH applic…
Electrochemical relative dating of Roman leaded-bronze coins from plough-soil
Stolen Heritage Multidisciplinary Perspectives on Illicit Trafficking of Cultural Heritage in the EU and the Mena Region
In the last decade, we have witnessed the alarming growth of international criminal networks involved in the illicit trade of cultural goods. Ransacking, thefts, clandestine exports and disputable transactions do not affect only the countries rich in artistic and archaeological assets: these are border-crossing crimes that while starting off in given countries, often expand to many others.This volume featuring papers authored by international exp…
Consolidation and coating treatments for glass in the cultural heritage field
Consolidation and coating treatments are two types of interventions that form part of the active conservation actions developed for historical and archaeological glass over the years. While thermoplastic and thermosetting resins are widely adopted by conservators worldwide, issues related to the toxicity and the material compatibility of these products remains unsolved. To address these issues, efforts have been made to develop new formulations t…
Integrated Imaging and Spectroscopic Analysis of Painted Fresco Surfaces Using Terahertz Time-Domain Technique
Terahertz time-domain (THz-TD) imaging plays an increasingly significant role in the study of solid-state materials by enabling the simultaneous extraction of spectroscopic composition and surface topography in the far-infrared region (3–300 cm−1). However, when applied to works of art in reflection configuration, significant challenges arise, including weak signal intensity, multiple signal losses, and surface distortion. This study proposes a p…
Insights into the secondary glass production in Roman Aquileia
A set of 29 glass shards, selected from numerous ones recovered in 2017 in Aquileia (NE Italy), was studied to provide evidence of local glass production for that specific area in antiquity. These shards can be dated between the 1st and the 4th century AD. The chemical composition of glass samples was obtained using laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS) that enables to quantify the concentration of major, minor, …
Bridging Historical, Archaeological and Criminal Networks
In recent decades, historians and archaeologists have gradually recognized that network science provides valuable conceptual, theoretical, and computational tools for investigating historical events and gaining deeper insights into the connections between the subjects under investigation.In their studies, they have examined different sources and datasets from various network perspectives, and applied a variety of analytical methods and concepts t…
AIKoGAM
The longstanding illicit trafficking of archaeological artefacts has persistently presented a global issue, posing a substantial threat to cultural heritage. This paper introduces an innovative automated system that utilises Natural Language Processing (NLP), Machine Learning (ML), and Social Network Analysis (SNA) to construct a Knowledge Graph for antiquities. The objective is to offer insights into the provenance of artefacts and identify pote…
X-ray computed microtomography
This study utilises X-ray Computed Micro-Tomography (μXCT) as a non-destructive and non-invasive method to recover the original surface features and reveal the characteristics of encrusted, illegible Roman copper-based coins before any physical cleaning process is performed. The coins were retrieved from the topsoil during an archaeological survey in the countryside of the ancient city of Aquileia, Italy, and were severely degraded, covered with …
Integration of Hyperspectral Imaging and Robotics
This paper pioneers the integration of hyperspectral imaging and robotics for the automated analysis of cultural heritage, representing a measurable advancement over existing manually operated systems. For the first time in the cultural heritage domain, a compact push-broom hyperspectral camera working in the VNIR range has been successfully mounted on a robotic arm, enabling precise and repeatable acquisition trajectories without the need for ma…
Overcoming data siloes in cultural heritage crime research
The current landscape for provenance researchers, cultural heritage crime analysts, and law enforcement working in the culture sector is characterised by the siloing of data across dozens of databases, resulting in fragmented and incomplete resources that must be manually correlated and validated to provide insights into cultural heritage crime. The European Union-funded Research, Intelligence, and Technology for Heritage and Market Security (RIT…
Tracing the origin of Roman mosaic tiles in Aquileia
This research represents the most extensive characterisation of Roman mosaic tesserae (tiles) from Aquileia, Italy, to date, examining 153 specimens. The study aimed to identify the lithotypes used in mosaics production through a multi‐analytical approach, which included colorimetric analysis, polarised light microscopy and scanning electron microscopy. The results showcase a variety of materials, particularly limestone sourced from the Italian a…
Time-efficient methods for reproducing archaeological bronze patinas
The reproduction of corrosion patina s observed on copper-based archaeological artefacts is a valuable methodological approach in conservation research, as it allows the systematic study of corrosion processes, material stability, and the efficacy of conservation interventions under controlled conditions. Such reproduction remains challenging due to the complex, multicomponent nature of burial-induced corrosion systems and the extended timescales…
Archaeology (9 obras) · Archaeological Research and Protection (8 obras) · Computer Science (6 obras) · Cultural Heritage Materials Analysis (6 obras) · Geography (6 obras) · Cultural heritage (5 obras) · History (5 obras) · Conservation Techniques and Studies (4 obras) · Materials Science (4 obras) · Ancient Mediterranean Archaeology and History (3 obras)