University of Hertfordshire

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Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic. / Garcia, Fabio; Borghini, Francesco; Borghini, Francesco; Bruni , Alberto ; Lombardi, Mara; Minò , Ludovica ; Ramalingam, Soodamani; Tricarico, Giorgia.

2016. Paper presented at RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, Rome, Italy.

Research output: Contribution to conferencePaperpeer-review

Harvard

Garcia, F, Borghini, F, Borghini, F, Bruni , A, Lombardi, M, Minò , L, Ramalingam, S & Tricarico, G 2016, 'Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic', Paper presented at RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, Rome, Italy, 12/10/22 - 14/10/22.

APA

Garcia, F., Borghini, F., Borghini, F., Bruni , A., Lombardi, M., Minò , L., Ramalingam, S., & Tricarico, G. (2016). Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic. Paper presented at RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, Rome, Italy.

Vancouver

Garcia F, Borghini F, Borghini F, Bruni A, Lombardi M, Minò L et al. Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic. 2016. Paper presented at RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, Rome, Italy.

Author

Garcia, Fabio ; Borghini, Francesco ; Borghini, Francesco ; Bruni , Alberto ; Lombardi, Mara ; Minò , Ludovica ; Ramalingam, Soodamani ; Tricarico, Giorgia. / Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic. Paper presented at RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, Rome, Italy.

Bibtex

@conference{4d90351a9a1b45f098e83fdb288f93c8,
title = "Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic",
abstract = "This paper proposes a methodology for sentiment analysis with emphasis on the emotional aspects of people visiting the Herculaneum Archaeological Park. The methodology provides a valuable means of continuous feedback on perceived risk of the site. A semantic analysis on Twitter text messages provides input to the risk management team with which they can respond immediately mitigating any apparent risk and reducing the perceived risk. In addition, we analyse the senti-ments of people of such a cultural heritage before and during the Covid pandemic. Whilst suffering from the disease, equally people suffered due to loneliness from isolation as declared by the World Health Organisation. Despite such conditions, people{\textquoteright}s sentiments demonstrated a positive effect from the online discussions on the Herculaneum site. This is what we have demonstrated in this work through sentiment analysis.",
author = "Fabio Garcia and Francesco Borghini and Francesco Borghini and Alberto Bruni and Mara Lombardi and Ludovica Min{\`o} and Soodamani Ramalingam and Giorgia Tricarico",
year = "2016",
month = aug,
day = "31",
language = "English",
note = "RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering, RISK/SAFE 2022 ; Conference date: 12-10-2022 Through 14-10-2022",
url = "https://www.wessex.ac.uk/conferences/2022/risk-safe-2022",

}

RIS

TY - CONF

T1 - Sentiment and emotional analysis of risk perception in the Herculaneum Archaeological Park during Covid-19 pandemic

AU - Garcia, Fabio

AU - Borghini, Francesco

AU - Borghini, Francesco

AU - Bruni , Alberto

AU - Lombardi, Mara

AU - Minò , Ludovica

AU - Ramalingam, Soodamani

AU - Tricarico, Giorgia

PY - 2016/8/31

Y1 - 2016/8/31

N2 - This paper proposes a methodology for sentiment analysis with emphasis on the emotional aspects of people visiting the Herculaneum Archaeological Park. The methodology provides a valuable means of continuous feedback on perceived risk of the site. A semantic analysis on Twitter text messages provides input to the risk management team with which they can respond immediately mitigating any apparent risk and reducing the perceived risk. In addition, we analyse the senti-ments of people of such a cultural heritage before and during the Covid pandemic. Whilst suffering from the disease, equally people suffered due to loneliness from isolation as declared by the World Health Organisation. Despite such conditions, people’s sentiments demonstrated a positive effect from the online discussions on the Herculaneum site. This is what we have demonstrated in this work through sentiment analysis.

AB - This paper proposes a methodology for sentiment analysis with emphasis on the emotional aspects of people visiting the Herculaneum Archaeological Park. The methodology provides a valuable means of continuous feedback on perceived risk of the site. A semantic analysis on Twitter text messages provides input to the risk management team with which they can respond immediately mitigating any apparent risk and reducing the perceived risk. In addition, we analyse the senti-ments of people of such a cultural heritage before and during the Covid pandemic. Whilst suffering from the disease, equally people suffered due to loneliness from isolation as declared by the World Health Organisation. Despite such conditions, people’s sentiments demonstrated a positive effect from the online discussions on the Herculaneum site. This is what we have demonstrated in this work through sentiment analysis.

M3 - Paper

T2 - RISK/SAFE 2022: 13th Conference on Risk Analysis, Hazard Mitigation and Safety and Security Engineering

Y2 - 12 October 2022 through 14 October 2022

ER -